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### 语义分割(Semantic Segmentation)

[6] Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation<br>
[paper](https://arxiv.org/abs/2107.11787)<br><br>

[5] ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation(点云语义分割)<br>
[paper](https://arxiv.org/abs/2107.11769)<br><br>

[4] Domain Adaptive Video Segmentation via Temporal Consistency Regularization(video semantic segmentation)<br>
[paper](https://arxiv.org/abs/2107.11004) | [code](https://github.com/Dayan-Guan/DA-VSN)<br><br>

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[1] Score-Based Point Cloud Denoising<br>
[paper](https://arxiv.org/abs/2107.10981v1)<br><br>


<a name="3DPC"/>

### 点云(Point Cloud)

[1] HRegNet: A Hierarchical Network for Large-scale Outdoor LiDAR Point Cloud Registration<br>
[paper](https://arxiv.org/abs/2107.11992) | [project](https://ispc-group.github.io/hregnet)<br><br>

<br>

<a name="NNS"/>
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### 损失函数(Loss Function)

[3] Rank & Sort Loss for Object Detection and Instance Segmentation(Oral)<br>
[paper](https://arxiv.org/abs/2107.11669) | [code](https://github.com/kemaloksuz/RankSortLoss)<br><br>

[2] Focal Frequency Loss for Image Reconstruction and Synthesis<br>
[paper](https://arxiv.org/abs/2012.12821) | [code](https://github.com/EndlessSora/focal-frequency-loss)<br><br>

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## 图像处理(Image Processing)

[2] Accelerating Atmospheric Turbulence Simulation via Learned Phase-to-Space Transform<br>
[paper](https://arxiv.org/abs/2107.11627)<br><br>

[1] Equivariant Imaging: Learning Beyond the Range Space(Oral)<br>
[paper](https://arxiv.org/pdf/2103.14756.pdf)<br><br>

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## 图像&视频检索/理解(Image&Video Retrieval/Video Understanding)

[2] Hand Image Understanding via Deep Multi-Task Learning(手部图像理解)<br>
[paper](https://arxiv.org/abs/2107.11646)<br><br>

[1] Cross-Sentence Temporal and Semantic Relations in Video Activity Localisation<br>
[paper](https://arxiv.org/abs/2107.11443)<br><br>

<a name="Re-Identification"/>

### 行人重识别/检测(Re-Identification/Detection)

[2] Spatio-Temporal Representation Factorization for Video-based Person Re-Identification<br>
[paper](https://arxiv.org/abs/2107.11878)<br><br>

[1] TransReID: Transformer-based Object Re-Identification<br>
[paper](https://arxiv.org/abs/2102.04378) | [code](https://github.com/heshuting555/TransReID)<br>
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[1] In-Place Scene Labelling and Understanding with Implicit Scene Representation(Oral)<br>
[paper](https://arxiv.org/abs/2103.15875) | [project](https://shuaifengzhi.com/Semantic-NeRF/)<br><br>

<a name="BatchNormalization"/>

### 归一化/正则化(Batch Normalization)

<a name="ImageClustering"/>

### 图像聚类(Image Clustering)

[1] Clustering by Maximizing Mutual Information Across Views<br>
[paper](https://arxiv.org/abs/2107.11635)<br><br>

<br>

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## 暂无分类

Self-Conditioned Probabilistic Learning of Video Rescaling(视频压缩)<br>
[paper](https://arxiv.org/abs/2107.11639)<br><br>

Mixed SIGNals: Sign Language Production via a Mixture of Motion Primitives(手势生成)<br>
[paper](https://arxiv.org/abs/2107.11317)<br><br>

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# 2. ICCV2021 Oral(更新中)

[16] Rank & Sort Loss for Object Detection and Instance Segmentation(Oral)<br>
[paper](https://arxiv.org/abs/2107.11669) | [code](https://github.com/kemaloksuz/RankSortLoss)<br><br>

[15] Transporting Causal Mechanisms for Unsupervised Domain Adaptation<br>
[paper](https://arxiv.org/abs/2107.11055)<br><br>

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