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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PaperAuthorsarXiv IDCategoriesPublishedCodeRadarSummary
Planning to LearnIan Osbandhttp://arxiv.org/abs/2610.03667v1cs.LG, math.OCOct 2, 2026NoneScore62Policy-gradient methods are central to modern reinforcement learning, including LLM post-trai...
Revisiting Input Time-frequency Representations in Multi-pitch Estimation for Vocal EnsemblesJunyoung Koh, Hao-Wen Donghttp://arxiv.org/abs/2610.03656v1cs.SD, cs.AIOct 2, 2026NoneScore62Multi-pitch estimation in vocal ensembles is challenging because singers occupy overlapping p...
S2PD: Serial-to-Parallel Diffusion for Physically and Logically Consistent Video GenerationJeffrey Hu, Daniel Olmeda Reino, Ayush Tewarihttp://arxiv.org/abs/2610.06847v1cs.CVOct 5, 2026NoneScore61Bidirectional video diffusion models denoise entire videos in parallel, yet when trained on e...
EyeRobot 2.0: Active Gaze for Precise Manipulation without Wrist CamerasKush Hari, Justin Kerr, Nidhya Shivakumarhttp://arxiv.org/abs/2610.03710v1cs.RO, cs.AIOct 2, 2026NoneScore69Inspired 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 PlanningWancong Zhang, Basile Terver, Michael Rabbathttp://arxiv.org/abs/2610.06805v1cs.LG, cs.ROOct 5, 2026NoneScore63Long-horizon planning with latent world models requires reasoning across timescales and level...
Off-Policy Merging Beats On-Policy Self-Distillation for Continual LearningChen Henry Wu, Thomas Zhang, Aditi Raghunathanhttp://arxiv.org/abs/2610.05872v1cs.LG, cs.AIOct 5, 2026NoneScore65A 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 ProblemsMikkel Paltorp, Luigi Caglio, Tianshi Chenhttp://arxiv.org/abs/2610.05856v1stat.ML, math.NAOct 5, 2026NoneScore62We study kernel functions induced by a linear time-invariant (LTI) stochastic differential eq...
Feature identification for parameter extraction and defect detection using machine learningYan Guo, Helda Pahlavani, Artem Khachaturiantshttp://arxiv.org/abs/2610.05812v1cs.LGOct 5, 2026NoneScore64Process 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 LearningNobuo Namura, Masayuki Hiromoto, Kento Uemurahttp://arxiv.org/abs/2610.05819v1cs.RO, cs.LGOct 5, 2026NoneScore64Transporting unsecured payloads with legged robots over uneven terrain requires balancing loc...
Private online learning and prediction for Littlestone classesAmartya Sanyalhttp://arxiv.org/abs/2610.06822v1cs.LG, cs.CROct 5, 2026NoneScore64We study mistake bounds for differentially private online learning and online prediction unde...