Research radar
arXiv preprints, filtered for developer impact.
Concise summaries of new AI papers, ranked for how likely they are to change how production systems are built. arXiv collection remains rate-limited.
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http://arxiv.org/abs/2610.03667v1
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| Paper | Authors | arXiv ID | Categories | Published | Code | Radar | Summary |
|---|---|---|---|---|---|---|---|
| Planning to Learn | Ian Osband | http://arxiv.org/abs/2610.03667v1 | cs.LG, math.OC | Oct 2, 2026 | None | Score62 | Policy-gradient methods are central to modern reinforcement learning, including LLM post-trai... |
| Revisiting Input Time-frequency Representations in Multi-pitch Estimation for Vocal Ensembles | Junyoung Koh, Hao-Wen Dong | http://arxiv.org/abs/2610.03656v1 | cs.SD, cs.AI | Oct 2, 2026 | None | Score62 | Multi-pitch estimation in vocal ensembles is challenging because singers occupy overlapping p... |
| S2PD: Serial-to-Parallel Diffusion for Physically and Logically Consistent Video Generation | Jeffrey Hu, Daniel Olmeda Reino, Ayush Tewari | http://arxiv.org/abs/2610.06847v1 | cs.CV | Oct 5, 2026 | None | Score61 | Bidirectional video diffusion models denoise entire videos in parallel, yet when trained on e... |
| EyeRobot 2.0: Active Gaze for Precise Manipulation without Wrist Cameras | Kush Hari, Justin Kerr, Nidhya Shivakumar | http://arxiv.org/abs/2610.03710v1 | cs.RO, cs.AI | Oct 2, 2026 | None | Score69 | Inspired by human vision, we introduce a framework using active gaze to enable fine-grained b... |
| H-JEPA: End-to-End Learning of Hierarchical World Models for Visual Planning | Wancong Zhang, Basile Terver, Michael Rabbat | http://arxiv.org/abs/2610.06805v1 | cs.LG, cs.RO | Oct 5, 2026 | None | Score63 | Long-horizon planning with latent world models requires reasoning across timescales and level... |
| Off-Policy Merging Beats On-Policy Self-Distillation for Continual Learning | Chen Henry Wu, Thomas Zhang, Aditi Raghunathan | http://arxiv.org/abs/2610.05872v1 | cs.LG, cs.AI | Oct 5, 2026 | None | Score65 | A long-standing goal of AI is a model that can continually learn and improve itself. On post-... |
| On the Sequentially Semiseparable Structure of SDE-Induced Kernels and Efficient Algorithms for Kernel-Based Estimation Problems | Mikkel Paltorp, Luigi Caglio, Tianshi Chen | http://arxiv.org/abs/2610.05856v1 | stat.ML, math.NA | Oct 5, 2026 | None | Score62 | We study kernel functions induced by a linear time-invariant (LTI) stochastic differential eq... |
| Feature identification for parameter extraction and defect detection using machine learning | Yan Guo, Helda Pahlavani, Artem Khachaturiants | http://arxiv.org/abs/2610.05812v1 | cs.LG | Oct 5, 2026 | None | Score64 | Process control of advanced semiconductor nodes is not only pushing the limits of metrology e... |
| Transporting Unsecured Stacked Payloads with a Quadrupedal Robot via Multi-Objective Reinforcement Learning | Nobuo Namura, Masayuki Hiromoto, Kento Uemura | http://arxiv.org/abs/2610.05819v1 | cs.RO, cs.LG | Oct 5, 2026 | None | Score64 | Transporting unsecured payloads with legged robots over uneven terrain requires balancing loc... |
| Private online learning and prediction for Littlestone classes | Amartya Sanyal | http://arxiv.org/abs/2610.06822v1 | cs.LG, cs.CR | Oct 5, 2026 | None | Score64 | We study mistake bounds for differentially private online learning and online prediction unde... |