…practical accuracy--timeliness trade-off under conformal prediction , and generalizes well to both seen and unseen tasks. View arXiv page View PDF Project page Add to collection Community Hide-and-Seek reformulates…
…View arXiv page View PDF Add to collection Community TurnOPD studies on-policy distillation for long-horizon language agents and shows that vanilla OPD wastes compute on low-value tail turns while…
…Our analysis reveals key insights into the trade-offs between structural priors and scalability, providing a solid benchmark for future research in generalizable deformable object-centric world modeling . Project website: https://deform360…
…SxS improves accuracy--content-latency Pareto trade-offs under token-level proxies such as inter-update waiting. View arXiv page View PDF Add to collection Community icml'2026 This is an automated…
…View arXiv page View PDF GitHub 15 Add to collection Community Enjoy! :) https://github.com/furiosa-ai/EfficientRollout Neat paper. RL rollout latency is such a headache, especially with long-tailed generations…
…View arXiv page View PDF GitHub 17 Add to collection Community Paper: https://arxiv.org/abs/2606.11482 Code: https://github.com/ulab-uiuc/social-world-model Data: https://huggingface.co/datasets…
…Prior work addresses this complexity by adapting natural image frameworks using dense rasters or sparse prompts, trading off annotation cost and fidelity while breaking compatibility with vector primitives commonly used to represent…
…Chongyu Fan , , , , Abstract Reinforcement learning frameworks for large language models face exploration-stability trade-offs, which are addressed through a novel universal objective called Unbounded Positive Asymmetric Optimization that enables stable training…
…Second, we propose two extensions inspired by speculative decoding that trade some of this speed for higher generation quality: BLT Self-speculation (BLT-S), in which BLT's local decoder continues generating…
…analysis and analyze leaderboard reliability alongside model strengths and trade-offs across perceptual dimensions. View arXiv page View PDF Add to collection Community A linguistically controlled, multidimensional pairwise evaluation framework that brings…