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Why waste compute on high-resolution noise when a blurry thumbnail contains the same information?
Finally, a single model, OmniRet, tackles the challenge of universal retrieval across text, vision, and audio, outperforming existing methods on composed queries and audio/video retrieval tasks.
TeCoNeRV achieves state-of-the-art video compression with INRs, finally making hypernetwork-based approaches practical for high-resolution videos (up to 1080p) by slashing memory overhead and bitrate.
