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Training-Distribution Hallucination is a critical challenge in robot manipulation, but ST-WAM's innovative use of DINOv3 features dramatically boosts performance under visual shifts.
Miles achieves state-of-the-art performance in Class Incremental Learning by efficiently expanding the parameter space without sacrificing computational efficiency or risking catastrophic forgetting.
MobileSAM2 achieves high-performance segmentation on mobile devices by distilling a heavyweight model into a lightweight version using innovative hypergraph techniques.
Voice-controlled video generation just got a major upgrade with Vidu S1, achieving real-time performance without visual distortion.
End-to-end document transcription is now a viable alternative to brittle pipelines: ABot-OCR achieves state-of-the-art results by directly converting page images to clean Markdown.
