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Forget compressing entire tokens – selectively routing *parts* of tokens based on query relevance unlocks better compression-quality tradeoffs in LoRA-adapted transformers.
Unsupervised video-based person re-identification is now possible without hard pseudo-label assignments, thanks to a hierarchical temporal prototyping approach that significantly outperforms existing methods.
Neural video codecs can be designed for biological substrates from the ground up, unlocking a new paradigm for DNA storage.
Moxin 7B and its variants (VLM, VLA, Chinese) offer a new suite of fully transparent, open-source multimodal models, pushing beyond simple weight sharing to enable deeper customization and collaborative research.
