The Safety-Aware Denoiser for Text Diffusion Models
arXiv:2605.08116v2 Announce Type: replace-cross Abstract: Recent work on text diffusion models offers a promising alternative to autoregressive generation, but controlling…
Scalable Deep Learning Framework for Global High-Resolution Land Use Reconstruction
arXiv:2606.11793v2 Announce Type: replace-cross Abstract: Uncertainty in the terrestrial carbon cycle remains a major constraint in climate projections, partly driven…
Understanding the Rejection of Fixes Generated by Agentic Pull Requests — Insights from the AIDev Dataset
arXiv:2606.13468v1 Announce Type: cross Abstract: AI coding agents are increasingly used to generate pull requests (PRs) that propose code fixes…
Once-for-All: Scalable Simultaneous Forecasting via Equilibrium State Estimation
arXiv:2606.13285v1 Announce Type: cross Abstract: We introduce Equilibrium State Estimation (ESE), a novel paradigm for simultaneous prediction, where multiple interacting…
Standardized Methods and Recommendations for Green Federated Learning
arXiv:2602.00343v2 Announce Type: replace-cross Abstract: Federated learning (FL) enables collaborative model training over privacy-sensitive, distributed data, but its environmental impact…
Select and Improve: Understanding the Mechanics of Post-Training for Reasoning
arXiv:2606.13125v1 Announce Type: cross Abstract: Reinforcement learning has rapidly emerged as a key component in the training of reasoning and…
Functional Cache Grafting: Robust and Rapid Code-Policy Synthesis for Embodied Agents
arXiv:2606.13097v1 Announce Type: cross Abstract: Code-writing large language models (CodeLLMs) generate executable code policies for embodied agents by translating natural…
4DO-DETR for otitis media detection
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Towards AI-augmented decision making in psychiatry
Nature Machine Intelligence, Published online: 12 June 2026; doi:10.1038/s42256-026-01256-2 Psychiatric disorders are heterogeneous, and care depends on interpreting unstructured longitudinal…