arXiv:2605.01725v2 Announce Type: replace-cross
Abstract: Autoregressive video generation paradigms offer theoretical promise for long video synthesis, yet their practical deployment is hindered by the computational burden of sequential iterative deno…
arXiv:2605.12288v2 Announce Type: replace-cross
Abstract: Direct Preference Optimization (DPO) is a widely used RL-free method for aligning language models from pairwise preferences, but it models preferences over full sequences even though generation…
arXiv:2604.18419v3 Announce Type: replace-cross
Abstract: LLMs utilizing chain-of-thought reasoning often waste substantial compute by producing long, incorrect responses. Abstention can mitigate this by withholding outputs unlikely to be correct. Whi…
arXiv:2605.14606v1 Announce Type: new
Abstract: Accurate precipitation nowcasting over extended horizons (0-3 hours) is essential for disaster mitigation and operational decision-making, yet remains a critical challenge in the field. Existing determin…
arXiv:2605.14061v1 Announce Type: new
Abstract: Current autoformalization benchmarks are largely focused on olympiad or undergraduate mathematics, while graduate and research-level mathematics remains underexplored. In this paper, we introduce MathAtl…
arXiv:2605.14883v1 Announce Type: cross
Abstract: Mild traumatic brain injury (mTBI) is a prevalent condition that remains difficult to diagnose in its early stages. Oculomotor dysfunction is a well-established marker of mTBI, motivating the developme…
As digital tools become more central to its operations, Southwest Airlines is increasingly turning to AI and automation to prevent endpoint issues from affecting the sprawling airline.
The new tools allow the company’s IT team…
arXiv:2605.13301v1 Announce Type: new
Abstract: Recent progress in reasoning models has substantially advanced long-horizon mathematical and scientific problem solving, with several systems now reaching gold-medal-level performance on International Ma…
arXiv:2605.13318v1 Announce Type: new
Abstract: Chatbot usage has increased, including in fields for which they were never developed for–notably mental health support. To that end, we introduce Validations of Ethical and Responsible AI in Mental Heal…
arXiv:2605.08935v2 Announce Type: replace
Abstract: Coupled spatiotemporal forecasting is important for predicting the future evolution of multiple interacting dynamical systems, such as in climate models. However, existing methods are severely constr…