11月17日更新 1 篇

分割
- Interclass Prototype Relation for Few-Shot Segmentation

11月16日更新 3 篇

人体重建
- IntegratedPIFu: Integrated Pixel Aligned Implicit Function for Single-view Human Reconstruction
  ⭐code
点云
- SPE-Net: Boosting Point Cloud Analysis via Rotation Robustness Enhancement
  ⭐code
视频
- Dynamic Temporal Filtering in Video Models
  ⭐code

11月15日更新 1 篇

目标检测
- Cross-Modality Knowledge Distillation Network for Monocular 3D Object Detection
  ⭐code

11月11日更新 1 篇

OD
- Plausibility Verification For 3D Object Detectors Using Energy-Based Optimization

11月10日更新 1 篇

场景文本识别
- Pure Transformer with Integrated Experts for Scene Text Recognition

11月9日更新 1 篇

其它
- Editable indoor lighting estimation
  🏠project

11月8日更新 1 篇

对比学习
- Contrastive Learning for Diverse Disentangled Foreground Generation

11月7日更新 2 篇

剪枝
- Soft Masking for Cost-Constrained Channel Pruning
跟踪
- Large Scale Real-World Multi-Person Tracking
  🏠project

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11月1日更新 3 篇

目标检测
- Time-rEversed diffusioN tEnsor Transformer: A new TENET of Few-Shot Object Detection
  ⭐code
语义分割
- Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentation
  ⭐code
VL
- Generative Negative Text Replay for Continual Vision-Language Pretraining

10月28日更新 2 篇

VLN
- Bridging the visual gap in VLN via semantically richer instructions
联合学习
- Addressing Heterogeneity in Federated Learning via Distributional Transformation
  ⭐code

10月26日更新 3 篇

全景分割
- Pointly-Supervised Panoptic Segmentation
  ⭐code
三维人体
- SUPR: A Sparse Unified Part-Based Human Representation
  ⭐code🏠project
- Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement

10月25日更新 5 篇

检索
- Reliability-Aware Prediction via Uncertainty Learning for Person Image Retrieval
  ⭐code
点云
- PseudoAugment: Learning to Use Unlabeled Data for Data Augmentation in Point Clouds
假脸检测
- UIA-ViT: Unsupervised Inconsistency-Aware Method based on Vision Transformer for Face Forgery Detection
  😮oral
重识别
- SC-wLS: Towards Interpretable Feed-forward Camera Re-localization
  ⭐code
其它
- Photo-realistic Neural Domain Randomization

10月24日更新 5 篇

人体姿势
- PoseScript: 3D Human Poses from Natural Language
  🏠project
KD
- Distilling the Undistillable: Learning from a Nasty Teacher
  ⭐code
深度估计
- Context-Enhanced Stereo Transformer
行动预测
- Rethinking Learning Approaches for Long-Term Action Anticipation
  ⭐code
其它
- Overexposure Mask Fusion: Generalizable Reverse ISP Multi-Step Refinement

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10月21日更新 2 篇

检索
- VTC: Improving Video-Text Retrieval with User Comments
  ⭐code🏠project
着色
- PalGAN: Image Colorization with Palette Generative Adversarial Networks
  ⭐code

10月20日更新 4 篇

三维人体运动生成
- PoseGPT: Quantization-based 3D Human Motion Generation and Forecasting
  🏠project
增强现实
- LaMAR: Benchmarking Localization and Mapping for Augmented Reality
  ⭐code🏠project
深度补全
- GraphCSPN: Geometry-Aware Depth Completion via Dynamic GCNs
  ⭐code
其它
- Attaining Class-level Forgetting in Pretrained Model using Few Samples

10月19日更新 4 篇

渲染
- ARAH: Animatable Volume Rendering of Articulated Human SDFs
  ⭐code🏠project
自监督
- Towards Efficient and Effective Self-Supervised Learning of Visual Representations
  ⭐code
3DOD
- Homogeneous Multi-modal Feature Fusion and Interaction for 3D Object Detection
对抗
- Scaling Adversarial Training to Large Perturbation Bounds
  ⭐code

10月18日更新 5 篇

自动驾驶
- Motion Inspired Unsupervised Perception and Prediction in Autonomous Driving
OD
- CramNet: Camera-Radar Fusion with Ray-Constrained Cross-Attention for Robust 3D Object Detection
- Distilling Object Detectors With Global Knowledge
  ⭐code
视频时刻检索
- Selective Query-guided Debiasing Network for Video Corpus Moment Retrieval
文件图像矫正
- Geometric Representation Learning for Document Image Rectification
  ⭐code

10月17日更新 3 篇

OD
- SWFormer: Sparse Window Transformer for 3D Object Detection in Point Clouds
- Autoregressive Uncertainty Modeling for 3D Bounding Box Prediction
  ⭐code
医学
- The Surprisingly Straightforward Scene Text Removal Method With Gated Attention and Region of Interest Generation: A Comprehensive Prominent Model Analysis
  ⭐code🏠project

10月14日更新 1 篇

Improving the Reliability for Confidence Estimation

10月13日更新 1 篇

形状修补
- DeepMend: Learning Occupancy Functions to Represent Shape for Repair
  ⭐code

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10月6日-10月12日更新 14 篇

检索
- Granularity-aware Adaptation for Image Retrieval over Multiple Tasks
自动驾驶
- Dfferentiable Raycasting for Self-supervised Occupancy Forecasting
  ⭐code
视频帧插值
- A Perceptual Quality Metric for Video Frame Interpolation
  ⭐code
SR
- Super-Resolution by Predicting Offsets: An Ultra-Efficient Super-Resolution Network for Rasterized Images
深度估计
- FloatingFusion: Depth from ToF and Image-stabilized Stereo Cameras
人脸
- BoundaryFace: A mining framework with noise label self-correction for Face Recognition
  ⭐code
域泛化
- Attention Diversification for Domain Generalization
  ⭐code
点云补全
- FBNet: Feedback Network for Point Cloud Completion
  😮oral⭐code
VOS
- Global Spectral Filter Memory Network for Video Object Segmentation
  ⭐code
视觉重定位
- Map-free Visual Relocalization: Metric Pose Relative to a Single Image
NAS
- LidarNAS: Unifying and Searching Neural Architectures for 3D Point Clouds
Video Grounding
- Graph2Vid: Flow graph to Video Grounding forWeakly-supervised Multi-Step Localization
  😮oral
其它
- Fast-ParC: Position Aware Global Kernel for ConvNets and ViTs
图像合成
- SCAM! Transferring humans between images with Semantic Cross Attention Modulation
  🏠project

9月29日更新 3 篇

检索
- SEMICON: A Learning-to-hash Solution for Large-scale Fine-grained Image Retrieval
  ⭐code
NAS
- Towards Regression-Free Neural Networks for Diverse Compute Platforms
元学习
- Rethinking Clustering-Based Pseudo-Labeling for Unsupervised Meta-Learning
  ⭐code

9月28日更新 5 篇

人脸交换
- StyleSwap: Style-Based Generator Empowers Robust Face Swapping
  ⭐code🏠project
视频识别
- AdaFocusV3: On Unified Spatial-temporal Dynamic Video Recognition
深度估计
- DELTAR: Depth Estimation from a Light-weight ToF Sensor and RGB Image
  ⭐code🏠project
图像取证
- Totems: Physical Objects for Verifying Visual Integrity
  🏠project
其它
- Diversified Dynamic Routing for Vision Tasks

9月27日更新 2 篇

SR
- Real-RawVSR: Real-World Raw Video Super-Resolution with a Benchmark Dataset
  ⭐code
图像匹配
- ECO-TR: Efficient Correspondences Finding Via Coarse-to-Fine Refinement
  ⭐code🏠project

9月26日更新 1 篇

其它
- FusionVAE: A Deep Hierarchical Variational Autoencoder for RGB Image Fusion

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9月23日更新 5 篇

目标检测
- AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection
  ⭐code
手部网格估计
- Identity-Aware Hand Mesh Estimation and Personalization from RGB Images
  ⭐code
GAN
- IntereStyle: Encoding an Interest Region for Robust StyleGAN Inversion
运动估计
- PREF: Predictability Regularized Neural Motion Fields
  😮oral
其它
- NashAE: Disentangling Representations through Adversarial Covariance Minimization
  ⭐code

9月22日更新 1 篇

SR
- KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution
  ⭐code

9月20日更新 10 篇

动作检测
- Real-time Online Video Detection with Temporal Smoothing Transformers
  ⭐code
深度估计
- 3D-PL: Domain Adaptive Depth Estimation with 3D-aware Pseudo-Labeling
  ⭐code
视频理解
- Panoramic Vision Transformer for Saliency Detection in 360° Videos
  ⭐code
跟踪
- HVC-Net: Unifying Homography, Visibility, and Confidence Learning for Planar Object Tracking
姿态估计
- D&D: Learning Human Dynamics from Dynamic Camera
  😮oral⭐code
- PPT: token-Pruned Pose Transformer for monocular and multi-view human pose estimation
  ⭐code
半监督
- RVSL: Robust Vehicle Similarity Learning in Real Hazy Scenes Based on Semi-supervised Learning
  ⭐code
渲染
- ActiveNeRF: Learning where to See with Uncertainty Estimation
  ⭐code
元学习
- Learning to Weight Samples for Dynamic Early-exiting Networks
  ⭐code
分类
- Few-Shot Classification with Contrastive Learning

9月19日更新 2 篇

目标检测
- A Large-scale Multiple-objective Method for Black-box Attack against Object Detection
  ⭐code
其它
- A Deep Moving-camera Background Model
  ⭐code

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9月16日更新 1 篇

深度估计
- Self-distilled Feature Aggregation for Self-supervised Monocular Depth Estimation
  ⭐code

9月15日更新 1 篇

深度估计
- DevNet: Self-supervised Monocular Depth Learning via Density Volume Construction
  ⭐code

9月14日更新 7 篇

文本-图像合成
- StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story Continuation
  ⭐code
图像合成
- Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation
病变检测
- Check and Link: Pairwise Lesion Correspondence Guides Mammogram Mass Detection
医学图像分割
- PointScatter: Point Set Representation for Tubular Structure Extraction
  😮oral⭐code
6D
- Robust Category-Level 6D Pose Estimation with Coarse-to-Fine Rendering of Neural Features
3D
- CenterFormer: Center-based Transformer for 3D Object Detection
  😮oral⭐code
对抗
- Adversarial Coreset Selection for Efficient Robust Training

9月13日更新 3 篇

知识蒸馏
- Switchable Online Knowledge Distillation
  ⭐code
人体网格恢复
- Self-supervised Human Mesh Recovery with Cross-Representation Alignment
图像合成
- Improved Masked Image Generation with Token-Critic

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9月9日更新 3篇

点云
- Learning to Generate Realistic LiDAR Point Clouds
  🏠project
OCR
- Levenshtein OCR
- Multi-Granularity Prediction for Scene Text Recognition

9月8日更新 2篇

GAN
- Studying Bias in GANs through the Lens of Race
剪枝
- Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps
  ⭐code

9月7日更新 5篇

图像-图像翻译
- Unpaired Image Translation via Vector Symbolic Architectures
  😮oral⭐code
BNN
- Recurrent Bilinear Optimization for Binary Neural Networks
  😮oral⭐code
- Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies
  ⭐code
元学习
- Meta-Learning with Less Forgetting on Large-Scale Non-Stationary Task Distributions
动作识别
- Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition

9月5日更新 1 篇

GAN
- Exploring Gradient-based Multi-directional Controls in GANs
  ⭐code

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9月2日更新 1 篇

时序动作分割
- Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation

9月1日更新 3 篇

点云
- Improving RGB-D Point Cloud Registration by Learning Multi-scale Local Linear Transformation
  ⭐code
强化学习
- Style-Agnostic Reinforcement Learning
  ⭐code
3D
- SimpleRecon: 3D Reconstruction Without 3D Convolutions
  ⭐code

8月31日更新 1 篇

图像匹配
- ASpanFormer: Detector-Free Image Matching with Adaptive Span Transformer
  🏠project

8月30日更新 2 篇

人脸识别
- Towards Robust Face Recognition with Comprehensive Search
目标检测
- Open-Set Semi-Supervised Object Detection
  ⭐code🏠project

8月29日更新 2 篇

动作识别
- CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation
  😮oral⭐code
其它
- Learning Continuous Implicit Representation for Near-Periodic Patterns
  ⭐code🏠project

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8月26日更新 3 篇

图像修复
- High-Fidelity Image Inpainting with GAN Inversion
- Unbiased Multi-Modality Guidance for Image Inpainting
VLN
- Learning from Unlabeled 3D Environments for Vision-and-Language Navigation
  🏠project

8月25日更新 3 篇

图像检测
- Discovering Transferable Forensic Features for CNN-generated Images Detection
  😮oral⭐code🏠project
GAN
- 3D-FM GAN: Towards 3D-Controllable Face Manipulation
  🏠project
活体检测
- Multi-domain Learning for Updating Face Anti-spoofing Models
  ⭐code

8月24日更新 5 篇

视频异常检测
- Towards Open Set Video Anomaly Detection
姿态
- Learning Visibility for Robust Dense Human Body Estimation
  ⭐code
图像-图像翻译
- Ultra-high-resolution unpaired stain transformation via Kernelized Instance Normalization
  ⭐code
对抗
- RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN
  ⭐code
分类
- Adversarial Feature Augmentation for Cross-domain Few-shot Classification
  ⭐code

8月23日更新 6 篇

GAN
- FurryGAN: High Quality Foreground-aware Image Synthesis
  🏠project
- Improving GANs for Long-Tailed Data through Group Spectral Regularization
  ⭐code🏠project
分割
- Multi-Granularity Distillation Scheme Towards Lightweight Semi-Supervised Semantic Segmentation
  ⭐code
长尾学习
- Towards Calibrated Hyper-Sphere Representation via Distribution Overlap Coefficient for Long-tailed Learning
  ⭐code
检索
- CODER: Coupled Diversity-Sensitive Momentum Contrastive Learning for Image-Text Retrieval
其它
- GCISG: Guided Causal Invariant Learning for Improved Syn-to-real Generalization

8月22日更新 3 篇

光流
- Video Interpolation by Event-driven Anisotropic Adjustment of Optical Flow
人脸
- Towards Unbiased Label Distribution Learning for Facial Pose Estimation Using Anisotropic Spherical Gaussian
光场
- Neural Light Field Estimation for Street Scenes with Differentiable Virtual Object Insertion
  🏠project

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8月19日更新 8 篇

GAN
- Mind the Gap in Distilling StyleGANs
  ⭐code
目标检测
- RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection
  ⭐code
- Unifying Visual Perception by Dispersible Points Learning
  ⭐code
三维人体重建
- Neural Capture of Animatable 3D Human from Monocular Video
半监督
- ConMatch: Semi-Supervised Learning with Confidence-Guided Consistency Regularization
  ⭐code
4D
- LoRD: Local 4D Implicit Representation for High-Fidelity Dynamic Human Modeling
  ⭐code🏠project
机器人
- Visual Cross-View Metric Localization with Dense Uncertainty Estimates
  ⭐code
其它
- L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training

8月18日更新 4 篇

图像合成
- Paint2Pix: Interactive Painting based Progressive Image Synthesis and Editing
  ⭐code
增量
- DLCFT: Deep Linear Continual Fine-Tuning for General Incremental Learning
其它
- AdaBin: Improving Binary Neural Networks with Adaptive Binary Sets
- TRoVE: Transforming Road Scene Datasets into Photorealistic Virtual Environments
  ⭐code

8月17日更新 5 篇

发型迁移
- Style Your Hair: Latent Optimization for Pose-Invariant Hairstyle Transfer via Local-Style-Aware Hair Alignment
  ⭐code
姿势估计
- PoseTrans: A Simple Yet Effective Pose Transformation Augmentation for Human Pose Estimation
域适应
- Uncertainty-guided Source-free Domain Adaptation
  ⭐code
目标检测
- Object Discovery via Contrastive Learning for Weakly Supervised Object Detection
  ⭐code
其它
- Context-Aware Streaming Perception in Dynamic Environments
  ⭐code

8月16日更新 6 篇

语义对应
- Learning Semantic Correspondence with Sparse Annotations
新视图生成
- HDR-Plenoxels: Self-Calibrating High Dynamic Range Radiance Fields
  ⭐code
视频摘要
- TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency
  ⭐code🏠project
视频修复
- Flow-Guided Transformer for Video Inpainting
  ⭐code
人体姿势预测
- Pose Forecasting in Industrial Human-Robot Collaboration
  ⭐code
域适应
- Combating Label Distribution Shift for Active Domain Adaptation

8月15日更新 2 篇

自监督
- Motion Sensitive Contrastive Learning for Self-supervised Video Representation
其它
- PRIF: Primary Ray-based Implicit Function
  🏠project

8月12日更新 4 篇

跟踪
- Towards Sequence-Level Training for Visual Tracking
  ⭐code
知识蒸馏
- MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition
  ⭐code
其它
- RelPose: Predicting Probabilistic Relative Rotation for Single Objects in the Wild
  🏠project
点云　* PointTree: Transformation-Robust Point Cloud Encoder with Relaxed K-D Trees
⭐code

8月10、11日更新 6 篇

自监督
- RDA: Reciprocal Distribution Alignment for Robust SSL
  ⭐code
读唇术
- Speaker-adaptive Lip Reading with User-dependent Padding
Transformer
- Ghost-free High Dynamic Range Imaging with Context-aware Transformer
  ⭐code
图像去模糊
- Learning Degradation Representations for Image Deblurring
  ⭐code
其它
- Rethinking Robust Representation Learning Under Fine-grained Noisy Faces
- Contrast-Phys: Unsupervised Video-based Remote Physiological Measurement via Spatiotemporal Contrast
  ⭐code

8月9日更新 16 篇

3D
- PlaneFormers: From Sparse View Planes to 3D Reconstruction
  ⭐code🏠project📺video
去雪
- SLiDE: Self-supervised LiDAR De-snowing through Reconstruction Difficulty
医学图像分割
- Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration
  ⭐code
HOS
- Fine-Grained Egocentric Hand-Object Segmentation: Dataset, Model, and Applications
  ⭐code
depth restoration
- Domain Randomization-Enhanced Depth Simulation and Restoration for Perceiving and Grasping Specular and Transparent Objects
  ⭐code
类增量学习
- Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer
  ⭐code🏠project
GAN
- Hierarchical Semantic Regularization of Latent Spaces in StyleGANs
  ⭐code🏠project
跟踪
- Robust Multi-Object Tracking by Marginal Inference
目标检测
- Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph
  😮oral⭐code
光流
- Learning Omnidirectional Flow in 360-degree Video via Siamese Representation
  🏠project
图像修复
- Inpainting at Modern Camera Resolution by Guided PatchMatch with Auto-Curation
  ⭐code
VL
- Frozen CLIP Models are Efficient Video Learners
  ⭐code
无监督
- Contrastive Positive Mining for Unsupervised 3D Action Representation Learning
异常检测
- HaloAE: An HaloNet based Local Transformer Auto-Encoder for Anomaly Detection and Localization
OCR
- GLASS: Global to Local Attention for Scene-Text Spotting
  ⭐code
检索
- A Sketch Is Worth a Thousand Words: Image Retrieval with Text and Sketch
  ⭐code🏠project

8月8日更新 4 篇

目标检测
- Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object
  ⭐code
VSR
- Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution
  ⭐code
抠图
- TransMatting: Enhancing Transparent Objects Matting with Transformers
  ⭐code
其它
- Neighborhood Collective Estimation for Noisy Label Identification and Correction
  ⭐code

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8月5日更新 6 篇

视频识别
- Expanding Language-Image Pretrained Models for General Video Recognition
  😮oral⭐code
手语识别
- Automatic dense annotation of large-vocabulary sign language videos
  🏠project
跟踪
- SOMPT22: A Surveillance Oriented Multi-Pedestrian Tracking Dataset
分类
- Constructing Balance from Imbalance for Long-tailed Image Recognition
  ⭐code
动作识别
- Privacy-Preserving Action Recognition via Motion Difference Quantization
  ⭐code
其它
- Transformers as Meta-Learners for Implicit Neural Representations
  ⭐code🏠project

8月4日更新 6 篇

目标检测
- KD-SCFNet: Towards More Accurate and Efficient Salient Object Detection via Knowledge Distillation
  ⭐code
深度理解
- Gradient-based Uncertainty for Monocular Depth Estimation
  ⭐code
跟踪
- PolarMOT: How Far Can Geometric Relations Take Us in 3D Multi-Object Tracking?
量化
- PalQuant: Accelerating High-precision Networks on Low-precision Accelerators
  ⭐code
点云配准
- SuperLine3D: Self-supervised Line Segmentation and Description for LiDAR Point Cloud
  ⭐code
图像修复
- Learning Prior Feature and Attention Enhanced Image Inpainting
  ⭐code

8月3日更新 3 篇

数据集
- UnrealEgo: A New Dataset for Robust Egocentric 3D Human Motion Capture
  ⭐code🏠project
  用于鲁棒性以自我为中心的三维人类运动捕捉的新数据集
异常检测
- DSR -- A dual subspace re-projection network for surface anomaly detection
  ⭐code
人体运动预测
- Overlooked Poses Actually Make Sense: Distilling Privileged Knowledge for Human Motion Prediction

8月2日更新 21 篇

VQA
- Video Question Answering with Iterative Video-Text Co-Tokenization
  ⭐code
3D手-物体
- S2Contact: Graph-based Network for 3D Hand-Object Contact Estimation with Semi-Supervised Learning
  ⭐code🏠project
姿势迁移
- Skeleton-free Pose Transfer for Stylized 3D Characters
  ⭐code🏠project
- Cross Attention Based Style Distribution for Controllable Person Image Synthesis
  ⭐code
光流估计
- Deep 360∘ Optical Flow Estimation Based on Multi-Projection Fusion
细粒度识别
- Improving Fine-Grained Visual Recognition in Low Data Regimes via Self-Boosting Attention Mechanism
  ⭐code
人体姿势与形状估计
- CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation
  😮oral⭐code
自监督
- SdAE: Self-distillated Masked Autoencoder
  ⭐code
OOD
- Out-of-Distribution Detection with Semantic Mismatch under Masking
  ⭐code
OCR
- Toward Understanding WordArt: Corner-Guided Transformer for Scene Text Recognition
  😮oral⭐code
三维人体运动预测
- Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction
  ⭐code
分割
- Doubly Deformable Aggregation of Covariance Matrices for Few-shot Segmentation
  ⭐code
视频理解
- Point Primitive Transformer for Long-Term 4D Point Cloud Video Understanding
6D
- RBP-Pose: Residual Bounding Box Projection for Category-Level Pose Estimation
  ⭐code
3D
- Few-shot Single-view 3D Reconstruction with Memory Prior Contrastive Network
类增量
- Few-Shot Class-Incremental Learning from an Open-Set Perspective
  ⭐code
度量学习
- DAS: Densely-Anchored Sampling for Deep Metric Learning
  ⭐code
物体姿势
- Neural Correspondence Field for Object Pose Estimation
  ⭐code🏠project
人体姿势估计
- Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation
其它
- Revisiting the Critical Factors of Augmentation-Invariant Representation Learning
  ⭐code
- Fast Two-step Blind Optical Aberration Correction
  ⭐code

8月1日更新 7 篇

HDR全景图生成
- StyleLight: HDR Panorama Generation for Lighting Estimation and Editing
  ⭐code🏠project
其它
- Minimal Neural Atlas: Parameterizing Complex Surfaces with Minimal Charts and Distortion
  ⭐code
VL
- Can Shuffling Video Benefit Temporal Bias Problem: A Novel Training Framework for Temporal Grounding
  ⭐code
视频编解码
- AlphaVC: High-Performance and Efficient Learned Video Compression
图像风格化
- WISE: Whitebox Image Stylization by Example-based Learning
  ⭐code
分类
- Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy Labels
  ⭐code
3D
- Neural Density-Distance Fields
  ⭐code

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7月29日更新 12 篇

场景重建
- Initialization and Alignment for Adversarial Texture Optimization
  ⭐code🏠project
深度估计
- Depth Field Networks for Generalizable Multi-view Scene Representation
  🏠project
三维人体重建
- The One Where They Reconstructed 3D Humans and Environments in TV Shows
  ⭐code🏠project
HOI
- Mining Cross-Person Cues for Body-Part Interactiveness Learning in HOI Detection
  ⭐code
VIS
- Video Mask Transfiner for High-Quality Video Instance Segmentation
人体姿势建模
- Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields
  😮oral🏠project
姿势跟踪
- AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing
  ⭐code
互动结构理解
- Break and Make: Interactive Structural Understanding Using LEGO Bricks
  ⭐code
三维人体网格恢复
- Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers
  ⭐code
其它

7月28日更新 17 篇

6D
- ShAPO: Implicit Representations for Multi-Object Shape, Appearance, and Pose Optimization
  🏠project
图像质量评估
- Shift-tolerant Perceptual Similarity Metric
  ⭐code
草图
- Abstracting Sketches through Simple Primitives
  ⭐code
Video Transition Effects(视频转场特效)
- AutoTransition: Learning to Recommend Video Transition Effects
  ⭐code
视频去模糊
- Efficient Video Deblurring Guided by Motion Magnitude
  ⭐code
长尾分类
- Identifying Hard Noise in Long-Tailed Sample Distribution
  😮oral⭐code
视频抠图
- One-Trimap Video Matting
  ⭐code📺video
深度估计
- PointFix: Learning to Fix Domain Bias for Robust Online Stereo Adaptation
Visual Grounding
- SiRi: A Simple Selective Retraining Mechanism for Transformer-based Visual Grounding
  ⭐code
GAN
- Generator Knows What Discriminator Should Learn in Unconditional GANs
  ⭐code
GCN
- End-to-end Graph-constrained Vectorized Floorplan Generation with Panoptic Refinement
动作识别
- Spatiotemporal Self-attention Modeling with Temporal Patch Shift for Action Recognition
  ⭐code
域适应
- Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation
  ⭐code🏠project
持续学习
- Online Continual Learning with Contrastive Vision Transformer
图像-图像翻译
- Vector Quantized Image-to-Image Translation
  ⭐code🏠project
其它
- Hardly Perceptible Trojan Attack against Neural Networks with Bit Flips
  ⭐code
- LGV: Boosting Adversarial Example Transferability from Large Geometric Vicinity

7月27日更新 16 篇

目标检测
- Monocular 3D Object Detection with Depth from Motion
  😮oral⭐code
- MV-FCOS3D++: Multi-View Camera-Only 4D Object Detection with Pretrained Monocular Backbones
  😮oral⭐code
VL
- NewsStories: Illustrating articles with visual summaries
  ⭐code
知识蒸馏
- Efficient One Pass Self-distillation with Zipf's Label Smoothing
  ⭐code
跟踪
- Tracking Every Thing in the Wild
- Large-displacement 3D Object Tracking with Hybrid Non-local Optimization
  ⭐code
OCR
- Contextual Text Block Detection towards Scene Text Understanding
  🏠project
手物重建
- AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction
  ⭐code🏠project
人体与场景的交互
- Compositional Human-Scene Interaction Synthesis with Semantic Control
  ⭐code
视频表征学习
- Static and Dynamic Concepts for Self-supervised Video Representation Learning
视觉表征
- Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training
  ⭐code
三维形状
- 3D Shape Sequence of Human Comparison and Classification using Current and Varifolds
  ⭐code
半监督
- Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning
  ⭐code
剪枝
- Trainability Preserving Neural Structured Pruning
  ⭐code
其它
- Learning Hierarchy Aware Features for Reducing Mistake Severity
  ⭐code
- Translating a Visual LEGO Manual to a Machine-Executable Plan
  ⭐code🏠project

7 月 26 日更新 38 篇

点云
- Dynamic 3D Scene Analysis by Point Cloud Accumulation
  ⭐code🏠project
数据集
- CelebV-HQ: A Large-Scale Video Facial Attributes Dataset
  🌻dataset🏠project
对抗
- SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness
域适应
- MemSAC: Memory Augmented Sample Consistency for Large Scale Domain Adaptation
  ⭐code🏠project
渲染
- Deforming Radiance Fields with Cages
  ⭐code🏠project
- NeuMesh: Learning Disentangled Neural Mesh-based Implicit Field for Geometry and Texture Editing
  😮oral⭐code🏠project
目标检测
- Active Learning Strategies for Weakly-supervised Object Detection
  ⭐code
- W2N:Switching From Weak Supervision to Noisy Supervision for Object Detection
  ⭐code
- Salient Object Detection for Point Clouds
  ⭐code
- Label-Guided Auxiliary Training Improves 3D Object Detector
  ⭐code
- UC-OWOD: Unknown-Classified Open World Object Detection
  ⭐code
知识蒸馏
- Black-box Few-shot Knowledge Distillation
  ⭐code
HOI
- IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition
持续学习
- Balancing Stability and Plasticity through Advanced Null Space in Continual Learning
  😮oral
跟踪
- 3D Siamese Transformer Network for Single Object Tracking on Point Clouds
  ⭐code
深度估计
- RA-Depth: Resolution Adaptive Self-Supervised Monocular Depth Estimation
  ⭐code
SR
- Reference-based Image Super-Resolution with Deformable Attention Transformer
  ⭐code
OCR
- Optimal Boxes: Boosting End-to-End Scene Text Recognition by Adjusting Annotated Bounding Boxes via Reinforcement Learning
行人搜索
- Domain Adaptive Person Search
  😮oral⭐code
人脸聚类
- On Mitigating Hard Clusters for Face Clustering
  😮oral⭐code
小样本
- VizWiz-FewShot: Locating Objects in Images Taken by People With Visual Impairments
  🏠project
时序动作检测
- Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions
  ⭐code
3D形状合成
- Cross-Modal 3D Shape Generation and Manipulation
  ⭐code🏠project
谈话头像合成
- Learning Dynamic Facial Radiance Fields for Few-Shot Talking Head Synthesis
  ⭐code🏠project
视频卷帘快门(Rolling shutter)
- Combining Internal and External Constraints for Unrolling Shutter in Videos
姿势合成
- TIPS: Text-Induced Pose Synthesis
  ⭐code🏠project
域泛化
- Improving Test-Time Adaptation via Shift-agnostic Weight Regularization and Nearest Source Prototypes
风格迁移
- Learning Graph Neural Networks for Image Style Transfer
分割
- Self-Support Few-Shot Semantic Segmentation
  ⭐code
- Active Pointly-Supervised Instance Segmentation
视图合成
- CompNVS: Novel View Synthesis with Scene Completion
手写数学表达式识别
- When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition
  ⭐code
SGG
- Meta Spatio-Temporal Debiasing for Video Scene Graph Generation
MVPS
- PS-NeRF: Neural Inverse Rendering for Multi-view Photometric Stereo
  🏠project
Transformer
- An Impartial Take to the CNN vs Transformer Robustness Contest
其它
- Equivariance and Invariance Inductive Bias for Learning from Insufficient Data
  ⭐code
- Contrastive Monotonic Pixel-Level Modulation
  😮oral⭐code
- Neural-Sim: Learning to Generate Training Data with NeRF
  ⭐code

7 月 25 日更新 25 篇

SGG
- Panoptic Scene Graph Generation
  ⭐code🏠project
类增量
- Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay
目标检测
- Rethinking Few-Shot Object Detection on a Multi-Domain Benchmark
  ⭐code
- DEVIANT: Depth EquiVarIAnt NeTwork for Monocular 3D Object Detection
  ⭐code
- Multi-Faceted Distillation of Base-Novel Commonality for Few-shot Object Detection
  ⭐code
视图生成
- InfiniteNature-Zero: Learning Perpetual View Generation of Natural Scenes from Single Images
  😮oral
视频生成
- RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos
  😮oral⭐code
三维交互式手部姿势估计
- 3D Interacting Hand Pose Estimation by Hand De-occlusion and Removal
  ⭐code
目标计数
- Few-shot Object Counting and Detection
  ⭐code
3D POSE
- Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection
异常检测
- Dynamic Local Aggregation Network with Adaptive Clusterer for Anomaly Detection
  ⭐code
分割
- Long-tailed Instance Segmentation using Gumbel Optimized Loss
  ⭐code
- Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation
  ⭐code🏠project
- Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation
  ⭐code🏠project
对抗学习
- Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness
  😮oral⭐code
剪枝
- FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification
  ⭐code
域适应
- Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain Adaptation
  ⭐code
视频去模糊
- Spatio-Temporal Deformable Attention Network for Video Deblurring
  ⭐code🏠project
VSR
- Towards Interpretable Video Super-Resolution via Alternating Optimization
  ⭐code
视频分类
- Inductive and Transductive Few-Shot Video Classification via Appearance and Temporal Alignments
  ⭐code
图像合成
- Auto-regressive Image Synthesis with Integrated Quantization
  😮oral
视觉定位(相机姿势估计)
- MeshLoc: Mesh-Based Visual Localization
  ⭐code
去噪
- Optimizing Image Compression via Joint Learning with Denoising
  ⭐code
其它
- POP: Mining POtential Performance of new fashion products via webly cross-modal query expansion
  ⭐code
- My View is the Best View: Procedure Learning from Egocentric Videos
  ⭐code🏠project

——————————————————————————————————————————————————————————————————————————————————

7 月 22 日更新 48 篇

分割
- Online Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions
  ⭐code
Transformer
- TinyViT: Fast Pretraining Distillation for Small Vision Transformers
  ⭐code
- MeshMAE: Masked Autoencoders for 3D Mesh Data Analysis
分类
- Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset
  ⭐code
VIS
- In Defense of Online Models for Video Instance Segmentation
  
  😮oral⭐code
VSS
- Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation
  ⭐code
新类别发现(Novel Class Discovery)
- Novel Class Discovery without Forgetting
GAN
- Generative Multiplane Images: Making a 2D GAN 3D-Aware
  ⭐code🏠project
渲染
- Approximate Differentiable Rendering with Algebraic Surfaces
  ⭐code🏠project
- AdaNeRF: Adaptive Sampling for Real-time Rendering of Neural Radiance Fields
  ⭐code🏠project
- Generalizable Patch-Based Neural Rendering
  😮oral⭐code🏠project
图像增强
- Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression
  ⭐code
动作检测
- An Efficient Spatio-Temporal Pyramid Transformer for Action Detection
目标定位
- Weakly Supervised Object Localization via Transformer with Implicit Spatial Calibration
  ⭐code
- On Label Granularity and Object Localization
行人轨迹预测
- Human Trajectory Prediction via Neural Social Physics
  ⭐code
车辆轨迹预测
- D2-TPred: Discontinuous Dependency for Trajectory Prediction under Traffic Lights
  ⭐code
密集预测
- FADE: Fusing the Assets of Decoder and Encoder for Task-Agnostic Upsampling
  ⭐code
视频修复
- Error Compensation Framework for Flow-Guided Video Inpainting
变分自动编码器(VAEs)
- Continual Variational Autoencoder Learning via Online Cooperative Memorization
  ⭐code
声音分离
- AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation
三维重建
- Structural Causal 3D Reconstruction
- 2D GANs Meet Unsupervised Single-view 3D Reconstruction
  ⭐code🏠project
元学习
- Bitwidth-Adaptive Quantization-Aware Neural Network Training: A Meta-Learning Approach
数据集
- BRACE: The Breakdancing Competition Dataset for Dance Motion Synthesis
  🌻dataset
  用于舞蹈动作合成的霹雳舞比赛数据集
去模糊
- Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance
  ⭐code
长尾
- Tackling Long-Tailed Category Distribution Under Domain Shifts
  ⭐code🏠project
分类
- Visual Knowledge Tracing
  ⭐code
自监督
- GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation Learning
  ⭐code
视频异常检测
- Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles
  ⭐code
人脸识别
- Controllable and Guided Face Synthesis for Unconstrained Face Recognition
  ⭐code🏠project
视频理解
- Spotting Temporally Precise, Fine-Grained Events in Video
  ⭐code🏠project
文本识别
- SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text Recognition
图像合成
- Injecting 3D Perception of Controllable NeRF-GAN into StyleGAN for Editable Portrait Image Synthesis
  ⭐code🏠project
- DeltaGAN: Towards Diverse Few-shot Image Generation with Sample-Specific Delta
  ⭐code
域泛化
- Grounding Visual Representations with Texts for Domain Generalization
  ⭐code
开集识别
- Towards Accurate Open-Set Recognition via Background-Class Regularization
点云
- SeedFormer: Patch Seeds based Point Cloud Completion with Upsample Transformer
  ⭐code
目标检测
- AutoAlignV2: Deformable Feature Aggregation for Dynamic Multi-Modal 3D Object Detection
  ⭐code
行人搜索
- OIMNet++: Prototypical Normalization and Localization-aware Learning for Person Search
  🏠project
SR
- CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution
  ⭐code
视频检索
- LocVTP: Video-Text Pre-training for Temporal Localization
  ⭐code
视频识别
- Temporal Saliency Query Network for Efficient Video Recognition
  🏠project
- NSNet: Non-saliency Suppression Sampler for Efficient Video Recognition
  🏠project
2D Pose
- Pose for Everything: Towards Category-Agnostic Pose Estimation
  😮oral⭐code
其它
- Latent Discriminant deterministic Uncertainty
  ⭐code
- SPIN: An Empirical Evaluation on Sharing Parameters of Isotropic Networks
  ⭐code
- UFO: Unified Feature Optimization
  ⭐code

7月21日更新 46 篇。

偏见识别
- Discover and Mitigate Unknown Biases with Debiasing Alternate Networks
  ⭐code
三维目标重建
- Monocular 3D Object Reconstruction with GAN Inversion
  ⭐code🏠project
三维人体重建
- 3D Clothed Human Reconstruction in the Wild
  ⭐code
- UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation
  ⭐code
目标检测
- Densely Constrained Depth Estimator for Monocular 3D Object Detection
  ⭐code
- Robust Object Detection With Inaccurate Bounding Boxes
  ⭐code
- Unsupervised Domain Adaptation for One-stage Object Detector using Offsets to Bounding Box
跟踪
- MOTCOM: The Multi-Object Tracking Dataset Complexity Metric
  ⭐code🏠project
- AiATrack: Attention in Attention for Transformer Visual Tracking
  ⭐code
开集识别
- Difficulty-Aware Simulator for Open Set Recognition
  ⭐code
监督学习
- Tailoring Self-Supervision for Supervised Learning
  ⭐code
光流
- Secrets of Event-Based Optical Flow
  ⭐code
活体检测
- Generative Domain Adaptation for Face Anti-Spoofing
分割
- DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation
  ⭐code
零样本
- Temporal and cross-modal attention for audio-visual zero-shot learning
  ⭐code
视频质量评估
- Telepresence Video Quality Assessment
轨迹预测
- Learning Pedestrian Group Representations for Multi-modal Trajectory Prediction
  ⭐code
- Aware of the History: Trajectory Forecasting with the Local Behavior Data
  ⭐code
去摩尔纹
- Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing
  ⭐code🏠project
支架追踪
- Robust Landmark-based Stent Tracking in X-ray Fluoroscopy
重识别
- Negative Samples are at Large: Leveraging Hard-distance Elastic Loss for Re-identification
域适应
- CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation
  ⭐code
- GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation
  ⭐code
动作识别
- Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action Recognition
- Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning
  ⭐code
检索
- Feature Representation Learning for Unsupervised Cross-domain Image Retrieval
  ⭐code
自动驾驶
- Resolving Copycat Problems in Visual Imitation Learning via Residual Action Prediction
视频传输
- Efficient Meta-Tuning for Content-aware Neural Video Delivery
  ⭐code
3D
- Object-Compositional Neural Implicit Surfaces
  ⭐code🏠project📺video
- Perspective Phase Angle Model for Polarimetric 3D Reconstruction
  ⭐code
Deepfake Detection
- Explaining Deepfake Detection by Analysing Image Matching
  ⭐code
动作预测
- ERA: Expert Retrieval and Assembly for Early Action Prediction
图像字幕
- GRIT: Faster and Better Image captioning Transformer Using Dual Visual Features
  ⭐code
- Explicit Image Caption Editing
  ⭐code
医学
- Learning Topological Interactions for Multi-Class Medical Image Segmentation
  😮oral⭐code
3D形状匹配
- Unsupervised Deep Multi-Shape Matching
分类
- Tip-Adapter: Training-free Adaption of CLIP for Few-shot Classification
  ⭐code
- Invariant Feature Learning for Generalized Long-Tailed Classification
  ⭐code
Transformer
- Locality Guidance for Improving Vision Transformers on Tiny Datasets
  ⭐code
图像增强
- Uncertainty Inspired Underwater Image Enhancement
  ⭐code
其它
- Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain
  ⭐code
- Discrete-Constrained Regression for Local Counting Models
- On the Versatile Uses of Partial Distance Correlation in Deep Learning
  ⭐code
- Streamable Neural Fields
  ⭐code
- Contributions of Shape, Texture, and Color in Visual Recognition
  ⭐code
- Single Frame Atmospheric Turbulence Mitigation: A Benchmark Study and A New Physics-Inspired Transformer Model

7 月 20 日更新 28 篇

目标检测
- PoserNet: Refining Relative Camera Poses Exploiting Object Detections
  ⭐code
- Rethinking IoU-based Optimization for Single-stage 3D Object Detection
  ⭐code
- Exploiting Unlabeled Data with Vision and Language Models for Object Detection
  ⭐code
HOI
- Geometric Features Informed Multi-person Human-object Interaction Recognition in Videos
车道线检测
- RCLane: Relay Chain Prediction for Lane Detection
跟踪
- The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting
三维房间布局
- 3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform
  ⭐code
去噪
- Deep Semantic Statistics Matching (D2SM) Denoising Network
  ⭐code🏠project
Action Quality Assessment(行动质量评估)
- Action Quality Assessment with Temporal Parsing Transformer
SR
- Image Super-Resolution with Deep Dictionary
  ⭐code
- Learning Mutual Modulation for Self-Supervised Cross-Modal Super-Resolution
  ⭐code
动态人体数字化
- NDF: Neural Deformable Fields for Dynamic Human Modelling
  ⭐code
小样本
- Self-Supervision Can Be a Good Few-Shot Learner
  ⭐code
虚拟试穿
- Single Stage Virtual Try-on via Deformable Attention Flows
知识蒸馏
- FedX: Unsupervised Federated Learning with Cross Knowledge Distillation
  ⭐code
场景流估计
- What Matters for 3D Scene Flow Network
  ⭐code
运动分割
- ParticleSfM: Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild
  ⭐code🏠project
点云分割
- Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation
增量学习
- Incremental Task Learning with Incremental Rank Updates
  ⭐code
分割
- Box-supervised Instance Segmentation with Level Set Evolution
  ⭐code
- ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic Segmentation
三维人脸
- Structure-aware Editable Morphable Model for 3D Facial Detail Animation and Manipulation
  ⭐code
对抗
- Prior-Guided Adversarial Initialization for Fast Adversarial Training
  ⭐code
交互式物体分割
- Self-Supervised Interactive Object Segmentation Through a Singulation-and-Grasping Approach
  🏠project
域适应
- Prior Knowledge Guided Unsupervised Domain Adaptation
  ⭐code
姿势
- DH-AUG: DH Forward Kinematics Model Driven Augmentation for 3D Human Pose Estimation
  ⭐code
其它
- MHR-Net: Multiple-Hypothesis Reconstruction of Non-Rigid Shapes from 2D Views
- SelectionConv: Convolutional Neural Networks for Non-rectilinear Image Data

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