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### 行为识别/动作识别/检测/分割/定位(Action/Activity Recognition)

[22] Home Action Genome: Cooperative Compositional Action Understanding(家庭行动基因组:合作组成行动的理解)<br>
[paper](https://arxiv.org/abs/2105.05226)<br><br>

[21] Weakly Supervised Action Selection Learning in Video(视频中的弱监督动作选择学习)<br>
[paper](https://arxiv.org/abs/2105.02439) | [code](https://github.com/layer6ai-labs/ASL)<br><br>

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### 表征学习(Representation Learning)

[15] Representation Learning via Global Temporal Alignment and Cycle-Consistency(通过全局时间对齐和周期一致性进行表示学习)<br>
[paper](https://arxiv.org/abs/2105.05217)<br><br>

[14] Multi-Perspective LSTM for Joint Visual Representation Learning(用于联合视觉表示学习的多视角LSTM)<br>
[paper](https://arxiv.org/abs/2105.02802) | [code](https://github.com/arsm/MPLSTM)<br><br>

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## 视觉推理/视觉问答(Visual Reasoning/VQA)

[9] Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules(找到了我的理由? 使用胶囊进行弱监督的地面视觉问答)<br>
[paper](https://arxiv.org/abs/2105.04836)<br><br>

[8] Bridge to Answer: Structure-aware Graph Interaction Network for Video Question Answering(通往答案的桥梁:用于视频问答的结构感知图交互网络)<br>
[paper](https://arxiv.org/abs/2104.14085)<br><br>

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# 4. CVPR2021 Workshop

[81] EDPN: Enhanced Deep Pyramid Network for Blurry Image Restoration(ESPN:用于模糊图像恢复的增强型深金字塔网络)<br>
[paper](https://arxiv.org/abs/2105.04872)<br><br>

[80] ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research(ChaLearn LAP大规模签名人独立的隔离手语识别挑战:设计,结果和未来研究)<br>
[paper](https://arxiv.org/abs/2105.05066)<br><br>

[79] Rethinking of Radar's Role: A Camera-Radar Dataset and Systematic Annotator via Coordinate Alignment(重新考虑雷达的作用:通过坐标对齐的摄像机-雷达数据集和系统注释器)<br>
[paper](https://arxiv.org/abs/2105.05207)<br><br>

[78] Good Practices and A Strong Baseline for Traffic Anomaly Detection(【AI CITY第一名】良好做法和强大的交通异常检测基准)<br>
[paper](https://arxiv.org/abs/2105.03827) | [code](https://github.com/Endeavour10020/AICity2021-Anomaly-Detection)<br>

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