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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| Paper | Authors | arXiv ID | Categories | Published | Code | Radar | Summary |
|---|---|---|---|---|---|---|---|
| Mind the RefGAP: Correcting Reference Attention in Diffusion-Based Visual Editing | Yanan Wang, Shengcai Liao, Guangyi Liu | http://arxiv.org/abs/2609.35708v1 | cs.CV | Sep 28, 2026 | None | Score69 | Reference-guided diffusion editors struggle to faithfully reproduce user-provided references.... |
| Steering Language Model Goals with Value Transplant | Pengcheng Jiang, Fabien Roger | http://arxiv.org/abs/2609.34056v1 | cs.LG, cs.CL | Sep 28, 2026 | None | Score64 | Reasoning models often act as if they pursue goals, but their efforts are not always directed... |
| Singularities of Non-negative Matrix Factorization and their application to Bayesian inference | Naoki Hayashi, Yota Maeda, Yasushi Esaki | http://arxiv.org/abs/2609.34043v1 | stat.ML, cs.LG | Sep 28, 2026 | None | Score64 | Non-negative matrix factorization (NMF) is a singular statistical model whose Bayesian asympt... |
| Counterfactual Video Generation Enables Scalable Humanoid Loco-Manipulation | Zihan Wang, Zhen Wu, Pieter Abbeel | http://arxiv.org/abs/2609.38172v1 | cs.RO, cs.CV | Sep 29, 2026 | None | Score68 | Teaching humanoids loco-manipulation skills, such as carrying diverse objects, via visual imi... |
| PowerSim: Differentiable Physics Simulation and Rendering with Power Diagrams | Trong-Tung Nguyen, Anand Bhattad | http://arxiv.org/abs/2609.38153v1 | cs.CV | Sep 29, 2026 | None | Score71 | We introduce PowerSim, a method to bring physically grounded, differentiable dynamics to Powe... |
| LIFT: Layout-In-Future Video Generation under Large Viewpoint Change via On-Policy Self-Distillation | Shengxiang Ji, Boyang Wang, Haiyang Xu | http://arxiv.org/abs/2609.38146v1 | cs.CV | Sep 29, 2026 | None | Score71 | We introduce LIFT, a unified image-to-video generation framework that complements camera cont... |
| The Statistical Cost of Causal Discovery with Feedback | Sunmin Oh, Seungsu Han, Gunwoong Park | http://arxiv.org/abs/2609.34050v1 | stat.ML, cs.LG | Sep 28, 2026 | None | Score64 | What determines the unavoidable sample cost of learning cyclic causal structure? For cyclic l... |
| Estimate, Don't Imitate: Reusing Differentiable State-Based Policies for Visuomotor Control | Denis Shcherba, Adrian Abel, Eckart Cobo-Briesewitz | http://arxiv.org/abs/2609.34018v1 | cs.RO, cs.LG | Sep 27, 2026 | None | Score64 | Simulation-trained manipulation policies can exploit privileged state information to learn ef... |
| Lagrangian--Hamiltonian Flows for Video Prediction and Image Generation: A Symplectic Perspective | Jiawei Hu | http://arxiv.org/abs/2609.35710v1 | cs.CV | Sep 28, 2026 | None | Score60 | We introduce LHFM, a geometric framework for learning image dynamics. Drawing on structures c... |
| Position Aware Layer Queries for Test Time Training in Vision Language Models | Rajat Modi, Priyank Pathak, Xin Liang | http://arxiv.org/abs/2609.34021v1 | cs.CV | Sep 27, 2026 | None | Score60 | Test-Time Training (TTT) adapts models to incoming test samples (e.g. out-of-distribution, (O... |