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1. FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification

2. LCD-Net: A Lightweight Remote Sensing Change Detection Network Combining Feature Fusion and Gating Mechanism

3. ControlAR: Controllable Image Generation with Autoregressive Models

4. Dynamic 2D Gaussians: Geometrically accurate radiance fields for dynamic objects

5. TrackSSM: A General Motion Predictor by State-Space Model

6. PersonViT: Large-scale Self-supervised Vision Transformer for Person Re-Identification

7. XS-VID: An Extremely Small Video Object Detection Dataset

8. LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution Kernels

9. Visual Text Generation in the Wild

10. Causality-inspired Discriminative Feature Learning in Triple Domains for Gait Recognition

11. MoSt-DSA: Modeling Motion and Structural Interactions for Direct Multi-Frame Interpolation in DSA Images

12. Segment Any 4D Gaussians

13. Occupancy as Set of Points

14. EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model

15. GaussianDreamerPro: Text to Manipulable 3D Gaussians with Highly Enhanced Quality

16. Skim then Focus: Integrating Contextual and Fine-grained Views for Repetitive Action Counting

17. EVA-X: A Foundation Model for General Chest X-ray Analysis with Self-supervised Learning

18. Not All Voxels Are Equal: Hardness-Aware Semantic Scene Completion with Self-Distillation

19. TOGS: Gaussian Splatting with Temporal Opacity Offset for Real-Time 4D DSA Rendering

20. ViTGaze: Gaze Following with Interaction Features in Vision Transformers

21. MIM4D: Masked Modeling with Multi-View Video for Autonomous Driving Representation Learning

23. WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition

24. VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic Planning

25. YOLO-World: Real-Time Open-Vocabulary Object Detection

26. Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

27. Fast High Dynamic Range Radiance Fields for Dynamic Scenes

28. Lane Graph as Path: Continuity-Preserving Path-Wise Modeling for Online Lane Graph Construction

29. Circuit as Set of Points

30. Label-efficient Segmentation via Affinity Propagation

31. 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering

32. GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models

33. TiAVox: Time-aware Attenuation Voxels for Sparse-view 4D DSA Reconstruction

35. Condition-Adaptive Graph Convolution Learning for Skeleton-Based Gait Recognition

36. MapTRv2: An End-to-End Framework for Online Vectorized HD Map Construction

37. Symphonize 3D Semantic Scene Completion with Contextual Instance Queries

38. SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth

39. Matte Anything: Interactive Natural Image Matting with Segment Anything Models

49. GaitGS: Temporal Feature Learning in Granularity and Span Dimension for Gait Recognition

50. A Range-Null Space Decomposition Approach for Fast and Flexible Spectral Compressive Imaging

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