Optimized unmasking policies for masked diffusion language models improve efficiency by using trajectory-contraction targets ...
Reinforcement learning improves reasoning accuracy without requiring a specific wait marker, which originates from training ...
Factor-Aware Predictive Learning enables video diffusion transformers to leverage multimodal language model representations ...
FrontierCS 2 evaluates LLM agents on open-ended computer science R&D tasks using hidden evaluation suites and reveals that ...
Quant-Arena benchmarks end-to-end quantitative research by evaluating whether language models can build trading strategies on ...
A Blog post by NVIDIA on Hugging Face ...
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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