ICCV2021.md

ICCV2021最新信息及已接收论文/代码(持续更新)

官网链接：http://iccv2021.thecvf.com/home
开会时间：2021年10月11日至17日
论文接收公布时间：2021年2月28日

🐶	🐭	🐹	🐯
17.3D(三维视觉)	18.Transformers
12.Image/Fine-Grained Classification(图像/细粒度分类)	13.Image Segmentation(图像分割)	14.Object Detection(目标检测)	15.Object Tracking(目标跟踪)
9.Video	10.OCR	11.Visual Question Answering(视觉问答)	12.Image/Fine-Grained Classification(图像/细粒度分类)
5.Few-Shot/Zero-Shot Learning;Domain Generalization/Adaptation(小/零样本学习;域适应/泛化)	6.Point Cloud(点云)	7.Scene Graph Generation(场景图生成)	8.Human Pose Estimation(人体姿态估计)
1.Other(其它)	2.Sign Language(手语识别)	3.Image Clustering(图像聚类)	4.Neural rendering(神经渲染)

18.Transformers

• Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers
  ⭐code
• 密集预测
  • Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions
    😮oral⭐code
    📰解读:大白话Pyramid Vision Transformer

17.3D(三维视觉)

• Monocular Depth Estimation(单目深度估计)
  • MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments

16.Person Re-Identification(人员重识别)

• Spatio-Temporal Representation Factorization for Video-based Person Re-Identification
• Crowd Counting(拥挤人群计数)
  • Rethinking Counting and Localization in Crowds:A Purely Point-Based Framework
    😮oral⭐code
  • Uniformity in Heterogeneity:Diving Deep into Count Interval Partition for Crowd Counting
    ⭐code

15.Object Tracking(目标跟踪)

• 视觉目标跟踪
  • Learning to Adversarially Blur Visual Object Tracking
    ⭐code

14.Object Detection(目标检测)

• Rank & Sort Loss for Object Detection and Instance Segmentation
  😮oral⭐code
• MDETR : Modulated Detection for End-to-End Multi-Modal Understanding
  😮oral⭐code

13.Image Segmentation(图像分割)

• Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation
  😮oral
• 语义分割
  • Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation
    😮oral⭐code
  • 视频语义分割
    • Domain Adaptive Video Segmentation via Temporal Consistency Regularization
      ⭐code
  • 弱监督语义分割
    • Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation
      ⭐code
  • 点云语义分割
    • ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation
• 实例分割
  • Rank & Sort Loss for Object Detection and Instance Segmentation
    😮oral⭐code
• 小样本分割
  • Mining Latent Classes for Few-shot Segmentation
    😮oral⭐code

12.Image/Fine-Grained Classification(图像/细粒度分类)

• 长尾识别
  • Parametric Contrastive Learning
    ⭐code

11.Visual Question Answering(视觉问答)

• Greedy Gradient Ensemble for Robust Visual Question Answering
  ⭐code
• video question answering
  • Just Ask: Learning to Answer Questions from Millions of Narrated Videos
    😮oral⭐code🏠project

10.OCR

• Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition
• Text is Text, No Matter What: Unifying Text Recognition using Knowledge Distillation
• Towards the Unseen: Iterative Text Recognition by Distilling from Errors
• Adaptive Boundary Proposal Network for Arbitrary Shape Text Detection
  ⭐code

9.Video

• Action Detection and Recognition(人体动作检测与识别)
  • Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition
    ⭐code
  • MGSampler: An Explainable Sampling Strategy for Video Action Recognition
  • Temporal Action Localization(时序动作定位)
    • Enriching Local and Global Contexts for Temporal Action Localization
• Video Rescaling
  • Self-Conditioned Probabilistic Learning of Video Rescaling
• Video activity localisation
  • Cross-Sentence Temporal and Semantic Relations in Video Activity Localisation

8.Human Pose Estimation(人体姿态估计)

• Human Pose Regression with Residual Log-likelihood Estimation
  😮oral⭐code
• 3D 人体姿态估计
  • PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop
    😮oral⭐code🏠project
  • HuMoR: 3D Human Motion Model for Robust Pose Estimation
    😮oral🏠project📺video
• 手势识别
  • Hand Image Understanding via Deep Multi-Task Learning

7.Scene Graph Generation(场景图生成)

• Spatial-Temporal Transformer for Dynamic Scene Graph Generation

6.Point Cloud(点云)

• 点云去噪
  • Score-Based Point Cloud Denoising
• 点云配准
  • HRegNet: A Hierarchical Network for Large-scale Outdoor LiDAR Point Cloud Registration
    ⭐code🏠project

5.Few-Shot/Zero-Shot Learning;Domain Generalization/Adaptation(小/零样本学习;域适应/泛化)

• 域适应
  • Transporting Causal Mechanisms for Unsupervised Domain Adaptation
    😮oral

4.Neural rendering(神经渲染)

• In-Place Scene Labelling and Understanding with Implicit Scene Representation
  😮oral🏠project📺video

3.Image Clustering(图像聚类)

• Clustering by Maximizing Mutual Information Across Views

2.Sign Language(手语识别)

• Mixed SIGNals: Sign Language Production via a Mixture of Motion Primitives

1.Other(其它)

• Bias Loss for Mobile Neural Networks
• Improve Unsupervised Pretraining for Few-label Transfer
• Temporal-wise Attention Spiking Neural Networks for Event Streams Classification
• Accelerating Atmospheric Turbulence Simulation via Learned Phase-to-Space Transform
• Energy-Based Open-World Uncertainty Modeling for Confidence Calibration
• Robustness via Cross-Domain Ensembles
  😮oral⭐code🏠project📺video
• Warp Consistency for Unsupervised Learning of Dense Correspondences
  😮oral⭐code