A general vision-language model can serve as a multimodal reranker via single-pass choice questions, matching or exceeding ...
Matrix-Game 4.0 separates game logic from visual synthesis via an executable engine and autoregressive video renderer, ...
SolarRenderer turns any engine's untextured structure pass into a finished, styled video, guided by a reference first frame.
MMEnterprise-Bench evaluates this challenge with 1,613 questions across 30 simulated collaboration projects, grounded in ...
SpecMRL improves compressed embeddings by reorganizing features via a learned spectral basis that prioritizes informative ...
AdaExploreBench evaluates whether LLM agents can actively discover hidden environmental rules and adapt to unannounced ...
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MIST separates scene setup from change execution to isolate memory failures in video world models, and M3-Agent improves ...
Remote KV caching for long-context LLM serving can severely degrade latency unless the store is sharded by parallel rank, ...
Abstract MAI-Gym is an open platform that unifies GUI agent evaluation, data collection, and online reinforcement learning training across mobile, computer, and web environments, enabling scalable ...
Join the discussion on this paper page Harness self-evolution revises an agent's software scaffolding, including prompts, memory, workflows, and executable components, while keeping model weights ...