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MIEScore aligns human preferences in multi-source image editing, outperforming existing benchmarks and setting a new standard for evaluation in this complex domain.
ECC redefines low-bitrate speech compression, achieving unprecedented efficiency by integrating learned entropy modeling directly into the coding process.
Video codecs can slash LLM perplexity by over 1.5x while boosting task accuracy by 21%, revolutionizing model compression strategies.
Imagine turning any single-view video into a fully explorable, dynamic 4D scene – this paper gets us closer with a novel diffusion-based approach and a new large-scale dataset.
Agent-repair leaderboards are more fragile than we thought: methods that peek at the evaluator's signals to guide internal repair choices can cause drastic reordering when the evaluator changes.
Finally, a method disentangles dynamic egocentric scenes into background, hand, and object components, enabling fine-grained understanding and editing.
Achieve state-of-the-art image super-resolution with a 50x smaller lookup table, unlocking deployment on resource-constrained devices.
