The official implementation of the paper "A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifacts (CVPR 2025)".
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Updated
Mar 23, 2026 - Python
The official implementation of the paper "A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifacts (CVPR 2025)".
DeVIS: Making Deformable Transformers Work for Video Instance Segmentation
Species-aware deformable transformer for multi-species wildlife re-ID — 80.29% mAP on WildlifeReID-10K. ArcFace + Multi-Similarity loss, species-conditioned attention, k-reciprocal re-ranking.
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