论文合集|| CVPR 2021 语义分割论文合集

发表时间:2023-05-19 15:29作者:沃恩智慧

沃恩智慧小编为大家搜集了一些语义分割方向的论文涉及通用语义分割、Few-shot/自监督/半监督/域自适应语义分割等方向。

1. HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation

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2. Rethinking BiSeNet For Real-time Semantic Segmentation

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3. Progressive Semantic Segmentation

4. Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

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5. Capturing Omni-Range Context for Omnidirectional Segmentation

6. Learning Statistical Texture for Semantic Segmentation

7. InverseForm: A Loss Function for Structured Boundary-Aware Segmentation

8. DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation

9. Railroad Is Not a Train: Saliency As Pseudo-Pixel Supervision for Weakly Supervised Semantic Segmentation

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10. Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation

11. Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation

12. Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation

13. BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation

14. Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision

15. Semi-supervised Domain Adaptation based on Dual-level Domain Mixing for Semantic Segmentation

16. Semi-Supervised Semantic Segmentation With Directional Context-Aware Consistency

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17. Semantic Segmentation With Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization

18. Three Ways To Improve Semantic Segmentation With Self-Supervised Depth Estimation

19. Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation

20. Source-Free Domain Adaptation for Semantic Segmentation

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21. Uncertainty Reduction for Model Adaptation in Semantic Segmentation

22. Self-Supervised Augmentation Consistency for Adapting Semantic Segmentation

23. RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening

24. Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center Regularization

25. MetaCorrection: Domain-aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation

26. Multi-Source Domain Adaptation with Collaborative Learning for Semantic Segmentation

27. Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation

28. DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation

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29. Scale-Aware Graph Neural Network for Few-Shot Semantic Segmentation

30. Anti-Aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation

31. PiCIE: Unsupervised Semantic Segmentation Using Invariance and Equivariance in Clustering

32. VSPW: A Large-scale Dataset for Video Scene Parsing in the Wild

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33. Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations

34. Exploit Visual Dependency Relations for Semantic Segmentation

35. Revisiting Superpixels for Active Learning in Semantic Segmentation With Realistic Annotation Costs

36. PLOP: Learning without Forgetting for Continual Semantic Segmentation

37. 3D-to-2D Distillation for Indoor Scene Parsing

38. Bidirectional Projection Network for Cross Dimension Scene Understanding

39. PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation

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