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Unified image restoration methods can now be rigorously compared across real-world conditions, with 20 teams showcasing innovative solutions that push the boundaries of restoration accuracy.
Efficiently optimizing Gaussian capacity allocation can yield nearly 3 dB improvements in image representation quality without increasing the computational budget.
Watermarking VLA and WAM models can now be done without sacrificing performance or revealing detectable signals to adversaries.
Stop relying on inaccurate proxies: directly optimizing 3D-IC partitioning for PPA metrics is now practical, yielding significant improvements without increasing runtime.
Forget dialogue summaries – FileGram builds user profiles directly from atomic file-system actions, unlocking a richer, more privacy-preserving approach to agent personalization.
