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9 papers in the last four weeks, up 13% on the four weeks before. 0.1% of all new papers.

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  1. Generalization in Neural Networks Through the Lens of Magnitude Potential

    Oct 1, 2026Sahel Torkamani, Henry Gouk, Rik SarkarNeural CollapseNeural Network

    School of Informatics University of Edinburgh

  2. PhysicsLENS: Diagnosing Physical Property Blindness in Video Generation Models

    Oct 1, 2026Isaiah Milkey, Som Sagar, Aditya Taparia +3Physical PlausibilityGenerative Video Models

    School of Computing and Augmented Intelligence Arizona State University Tempe, AZ, USA

  3. SAGE: Salient Factor Discovery and Generation with Visual Foundation Representations

    Sep 30, 2026Shuang Liang, Lejun Liao, Shiyuan Zhang +5SaliencyUnsupervised

    HKU · Boston College · University of Virginia +1

  4. Lens Flare Removal and Reconstruction

    Sep 30, 2026Tarun Yenamandra, Jonathon Luiten, Daniel Cremers +13D ReconstructionGaussian Deblurring

    Meta Reality Labs Research, Redmond, USA · Meta Reality Labs, New York, USA · TU Munich, MCML, Munich, Germany

  5. Grokking through the Lens of Minimum-Norm Interpolation

    Sep 29, 2026Gil Kur, Ileana Rugina, Clémentine Carla Juliette Dominé +1Stochastic InterpolantsInterpolation

    ETH Zürich · Institute of Science and Technology Austria · Harvard University

  6. ActionLens: Diagnosing Spatial-Temporal Binding Failures in Vision-Language Models

    Sep 28, 2026Gueter Josmy Faure, Min-Hung Chen, Hao Ping Wang +3Recent Vision-Language ModelsLens

    National Taiwan University · NVIDIA

  7. Quantization-Robust Unlearning through the Lens of Retain-Forget Loss Landscapes Interaction

    Sep 23, 2026Jialu Wang, Jianing Deng, Shuqing Luo +6Large Language Model UnlearningLarge Language Model Quantization

    University of North Carolina at Chapel Hill · University of Pittsburgh · University of Arizona +1

  8. FeatLens: Feature-Guided Dynamic Code Graph Construction and Retrieval for Repository-Level Code Generation

    Sep 22, 2026Xutian Li, Bo Xiong, Yifeng Zhu +6Code GenerationCodebooks

    Peking University

  9. CircuitLens: Reasoning Circuits as Data Selection Signals for Reinforcement Learning with Verifiable Rewards

    Sep 7, 2026Zhuofan Chen, Ziqian Jiao, Yikai Cui +3Reinforcement Learning With Verifiable RewardVerifiable Rewards

    School of Computer Science and Engineering, Beihang University, Beijing, China · Beijing Institute for General Artificial Intelligence, China

  10. Sparse Readout Prism: Explaining Logit-Lens Scores in Features Instead of Tokens

    Sep 1, 2026Matteo He, William F. Shen, Xinchi Qiu +1ReadoutLogit Lens

    Department of Computer Science and Technology, University of Cambridge

  11. Looped Transformers under the Jacobian Lens: Does the Global Workspace Survive Recurrence?

    Sep 1, 2026Wenlong Wang, Fergal ReidRecurrenceTransformer Architectures

    Fin AI Research

  12. FairLens: Benchmarking Fairness in Vision-Language Models for High-Stakes Decision-Making

    Sep 1, 2026Vahid Reza Khazaie, Ahmed Y. Radwan, Shaina RazaRecent Vision-Language ModelsAlgorithmic Fairness

    Vector Institute, Toronto, Canada

  13. Lensless Gaze Is Not Private by Default: Auditing Identity Leakage Across Disclosure Surfaces

    Aug 31, 2026Rahul Vimalkanth, Kaushik MitraPrivacyBiometrics

    Indian Institute of Technology Madras, Chennai, India

  14. Verbalizing Multi-Token Concepts in LLMs

    Aug 31, 2026Xijie Gong, Zimeng Huang, Tonghan WangCompact Latent Sensor TokensHidden States

    College of AI, Tsinghua University, Beijing, China

  15. Towards Understanding On-Policy Distillation through the Lens of Test-Time Scaling

    Aug 12, 2026Xinmu Ge, Zizhuo Zhang, Yu Huang +8Uni-OpdTeacher

    Shanghai Jiao Tong University · Shanghai Innovation Institute · Ant Group +1

  16. SkillLens: Visual Skill Cards for Retrieval-Augmented GUI Action Prediction and On-Policy Distillation

    Aug 11, 2026Zhou Liu, Ligang Huang, Zeli Su +5Multimodal AgentsAction Prediction

    Peking University · ByteDance · Shanghai Jiao Tong University

  17. Detecting Clear Contact Lenses for Iris Recognition: A Two-Stage Mask-Guided Attention Approach

    Aug 10, 2026Parisa Farmanifard, Arun RossLensSelf-Verification

    Michigan State University, East Lansing, MI 48824

  18. TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs

    Aug 6, 2026Yanqi Wu, Runhe Lai, Xinhua Lu +5Citation Hallucination DetectionObject Hallucination

    School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China · Peng Cheng Laboratory, Shenzhen, China · Key Laboratory of Machine Intelligence and Advanced Computing, MOE, Guangzhou, China +2

  19. Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles

    Aug 5, 2026Hyeonyu Kim, Sehwan Lim, Youngwon Choi +2Visual Token PruningLens

    Maum AI Inc., Republic of Korea

  20. GUI-Lens: Coarse-to-Fine Cropping for GUI Grounding with General-Purpose VLMs

    Aug 4, 2026Zichuan Fu, Shirong Wang, Wenlin Zhang +10Graphical User InterfaceCoarse-To-Fine

    City University of Hong Kong · Westlake University · Tencent Jarvis Lab

  21. Do Unified Multimodal Models Think in One Space? A Lens Through Cross-Branch Steering

    Jul 29, 2026Yu Wang, Sharon LiMultimodal ModelRepresentational Collapse

    Department of Computer Sciences, University of Wisconsin-Madison

  22. ClinLens: Towards Long-Horizon Coding Agents for Longitudinal Multimodal Clinical Data Science

    Jul 28, 2026Yuan Zhu, Ethan B. Liu, Frank Nie +1Multimodal Clinical DataLongitudinal Patient Records

    Shandong University, China

  23. MemLens: A Value-Aware Memory Management System with Interactive Analytics for LLM-based Agents

    Jul 28, 2026Shuyue Wei, Chang Liu, Zimu Zhou +2Large Language Model MemoryPeak Memory

    C-FAIR & School of Software, Shandong University · SKLCCSE Lab, Beihang University · Department of Data Science, City University of Hong Kong

  24. OrganLens: Organ-Specific Representation Learning for CT Foundation Models

    Jul 28, 2026Zhixuan Ge, Anqi Li, Sadeer Al-Kindi +2Representation Learning3D Foundation Models

    Rice University Houston, Texas, USA · Department of Cardiology DeBakey Heart and Vascular Center Houston, Texas, USA · University of Washington Seattle, Washington, USA

  25. LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos

    Jul 27, 2026Ce Zhang, Jinxi He, Katia Sycara +1Keyframe SelectionMultimodal Large Language Models

    Robotics Institute, Carnegie Mellon University

  26. RareLens: Towards End-to-End Rare Disease Care via Aligning Divergent Large Language Model Reasoning

    Jul 25, 2026Xi Chen, Hongru Zhou, Shiyu Feng +24Rare DiseaseClinical Reasoning Training

    Sports Medicine Center, Department of Orthopedics and Orthopedic Research Institute, West China Hospital, Sichuan University, Chengdu, China · Center for Cleft Lip and Palate Treatment, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China · School of Data Science, The Chinese University of Hong Kong, Shenzhen (CUHKSZ), Shenzhen, China +13

  27. SkyEV: RGB-Event UAV detection and tracking dataset and baseline

    Jul 21, 2026Jakub Mandula, Sebastian Heusinger, Julian Moosmann +2Drone DetectionUnmanned Aerial Vehicles

    ETH Zurich

  28. X-Lens: Real-Time Metric Depth Estimation with Heterogeneous Cameras

    Jul 14, 2026Heng Zhou, Shuhong Liu, Yonghao He +6Depth EstimationCamera Intrinsics

    1D-Robotics · 2The University of Tokyo · 3Soochow University

  29. On Adversarial Vulnerability of Vision-Language Models through the Lens of Intermediate Spectral Subspaces

    Jul 8, 2026Chethan Krishnamurthy Ramanaik, Tobias Callies, Michael Hecht +1White-Box Spectral-Subspace-Guided AttackSubspace

    University of the Bundeswehr Munich, Germany · University of Wrocław, Poland

  30. Rethinking Indic AI from a Lens of Cultural Heritage Preservation

    Jul 7, 2026Aparna Madva, Sharath Srivatsa, Srinath Srinivasa +1Indian LanguagesNatural Language Processing

    International Institute of Information Technology, Bengaluru, India

  31. AgentLens: Production-Assessed Trajectory Reviews for Coding Agent Evaluation

    Jul 7, 2026Andrey Podivilov, Vadim Lomshakov, Sergey Savin +4Coding AgentsFormal Verification

    1Explyt · 2St. Petersburg Department of the Steklov Institute of Mathematics · 3St. Petersburg State University

  32. Auto-DSM Under the Lens: A Black-Box Evaluation Framework for LLM-Based DSM Generation

    Jul 7, 2026Niels Potters, Theo HofmanDesign Structure MatricesDocumentation

    Eindhoven University of Technology (TU/e), Dept. of Mechanical Engineering, Control Systems Technology section, Engineering Systems Design group, P.O.Box 513, 5600 MB Eindhoven, The Netherlands.

  33. Integrated Forward-Inverse Network for Lensless Image Reconstruction

    Jul 6, 2026Donggeon Bae, Jaewoo Jung, Yong Guk Kang +6Image ReconstructionGaussian Deblurring

    Department of Mechanical Engineering, Seoul National University, Republic of Korea · School of Mechanical and Aerospace Engineering/SNU-IAMD, Seoul National University, Republic of Korea · Department of Electrical and Electronic Engineering, Yonsei University, Republic of Korea +1

  34. DRIFTLENS: Measuring Memory-Induced Reasoning Drift in Personalized Language Models

    Jul 2, 2026Xi Fang, Weijie Xu, Yingqiang Ge +3Large Language Model PersonalizationLLM Reasoning Strategies

    1Amazon

  35. LASER: A Corrective Lens for LVLMs via Visual Attention Preservation and Sink Suppression

    Jul 2, 2026Bowen Yuan, Zijian Wang, Yadan Luo +2Recent Vision-Language ModelsLens

    The University of Queensland

  36. Practical High-Fidelity Novel-View Synthesis of Mounted Lepidoptera

    Jun 30, 2026Kristof Overdulve, Lode Jorissen, Nick MichielsBees3D Reconstruction

    Digital Future Lab, Flanders Make, Hasselt University

  37. Understanding and Evaluating Claw-like Agent Security Through a Computer-Systems Lens

    Jun 29, 2026Peizhi Niu, Wenjie Qu, Shangding Gu +14OpenclawClaw-Like Agent

    UIUC · NUS · UC Berkeley +8

  38. IG-Lens: Exact Additive Probability Attribution Across Transformer Layers via Telescoping Integrated Gradients

    Jun 29, 2026Duc Anh NguyenTransformer EncoderTransformer Architectures

    Hanoi University of Science and Technology

  39. Compositional Dynamics in Learning and Mechanics

    Jun 27, 2026David I. SpivakGradient-Based OptimizationHamiltonian

  40. DysLexLens: A Low-Resource LLM Framework for Analysing Dyslexic Learners Insights from Online Forums

    Jun 26, 2026Dana Rezazadegan, Atie Kia, Phongpadid Nandavong +6LensSocial Media

    Swinburne University of Technology Melbourne, VIC, Australia

  41. ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models

    Jun 22, 2026Jun Zhang, Jiasheng Zheng, Boxi Cao +5Large Reasoning ModelsChain-of-Thought Reasoning

    Chinese Information Processing Laboratory Institute of Software, Chinese Academy of Sciences · University of Chinese Academy of Sciences

  42. Agent MechSuits: Mechanistic Subspace Safety Steering for Multi-Turn CLI Agents

    Jun 21, 2026Weidi Luo, Qiming Zhang, Yihao Quan +5Large Language Model SafetyMechanistic Interpretability

    University of Georgia · University of South Florida · Rutgers University +3

  43. When Confidence Lacks Concepts: Interpretable OOD Detection via Representation Perturbations

    Jun 15, 2026Anju Chhetri, Pratik Shrestha, Ramesh Rana +3Out-Of-Distribution DetectionOut-Of-Distribution

    NepAl Applied Mathematics and Informatics Institute for research, Nepal · Kathmandu University, Nepal · NHS Grampian, UK +3

  44. Model Stealing Through the Lens of Model Multiplicity

    Jun 13, 2026Eliott Baltz, Satoshi Hara, Ulrich AïvodjiSurrogatesModel Evaluation

    §ÉTS, Mila : Montréal · ‡The University of Electro-Communications : Tokyo

  45. Understanding Diversity Collapse in RLVR via the Lens of Overtraining

    Jun 13, 2026Suqin Yuan, Jinkun Chen, Jiyang Zheng +6Reinforcement Learning With Verifiable RewardVerifiable Rewards

    Sydney AI Centre, The University of Sydney · Southeast University · Microsoft +3

  46. Scratched Lenses, Shifted Depth: Passive Camera-Side Optical Attacks

    Jun 12, 2026Qinlin He, Zeming Zhuang, Yongji Wu +3Black-Box Adversarial AttacksVision Sensors

    Brian · Clemson University

  47. Rethinking Backdoor Adversarial Unlearning through the Lens of Catastrophic Forgetting in Continual Learning

    Jun 12, 2026Zhenqian Zhu, Yamin Hu, Yujiang Liu +5Fewer Surprising BackdoorsAdversarial Examples

    Harbin Institute of Technology, Shenzhen Shenzhen, Guangdong, China · Shenzhen Key Laboratory of Media Security, Shenzhen University Shenzhen, Guangdong, China

  48. TimeLens: On-Device Artifact Recognition with Retrieval-Augmented Question Answering for the Grand Egyptian Museum

    Jun 11, 2026Rawan Hesham, Ali Ashraf, Amr Ahmed +3ArchiveArtifacts

    Faculty of Computers and AI Capital University Cairo, Egypt

  49. A Unifying Lens on Supervised Fine-Tuning Through Target Distribution Design

    Jun 9, 2026Tong Xie, Yuanhao Ban, Yunqi Hong +3Supervised FinetuningModel Fine-Tuning

    University of California, Los Angeles (UCLA) · Arena

  50. Provenance Tracking in AI Compilers through the Lens of Coalgebra

    Jun 9, 2026Zilu Tian, Liying LiuProvenanceProgram Analysis

    OmniVision Technology, Singapore · Black Sesame Technology, Singapore

  51. Human-AI Teaming Through the Lens of Calibration

    Jun 9, 2026Eric Nalisnick, Chi Zhang, Sophia Qian +1Human-Ai CollaborationArtificial Intelligence Models

    Department of Computer Science Johns Hopkins University · Department of Statistics University of Michigan

  52. ChartLens: A Dual-Branch Framework for Chart Data Correction and Factual Summary Refinement

    Jun 9, 2026Hao Liu, Ruping Cao, Kun Wang +4ChartSummarization

    1Shandong University · 2Southeast University · 3Harbin Institute of Technology (Shenzhen)

  53. A Unifying Lens on Reward Uncertainty in RLHF

    Jun 8, 2026Ely Hahami, Yoel Zimmermann, Ray Zhou +1Reinforcement Learning From Human FeedbackReward Functions

    Harvard College, Harvard University, Cambridge, MA, USA · John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA

  54. One Lens, Many Worlds : A Capability-Typed Interface for World-Model Interpretability

    Jun 7, 2026Bhavith Chandra Challagundla, Sanskar Pandey, Param Thakkar +7World ModelsMany Worlds

    New York University · Independent Researcher · Veermata Jijabai Technological Institute +5

  55. Rethinking LoRA Memory Through the Lens of KV Cache Compression

    Jun 4, 2026Chunsheng Zuo, Liaoyaqi Wang, William Jurayj +2Parametric MemoryKey-Value Cache Compression

    Johns Hopkins University

  56. A Geometric Lens on Physics-Aligned Data Compression

    Jun 2, 2026Aleix Segui, Wesley ArmourRate-Distortion TheoryAnisotropic

    Department of Engineering Science, University of Oxford, Oxford, UK.

  57. TriLens: Per-Layer Logit-Lens Entropy for White-Box Hallucination Detection

    May 31, 2026Bohan Yang, Yijun Gong, Zhi Zhang +3Citation Hallucination DetectionHallucination Detection

    Binjiang Institute of Zhejiang University · Beijing Normal-Hong Kong Baptist University · Great Bay University +1

  58. Query Lens: Interpreting Sparse Key-Value Features with Indirect Effects

    May 30, 2026Hwiyeong Lee, Ingyu Bang, Uiji Hwang +2Feature LearningModel Activations

    1Hanyang University, Seoul, Republic of Korea.

  59. Choosing the Lens: Strategic Perspective Activation in Context-Dependent Argumentation

    May 29, 2026Albert Sadowski, Jarosław A. ChudziakArgumentation FrameworksStrategic Agents

    Warsaw University of Technology

  60. When, why, and how do diffusion posterior samplers fail? A finite-sample lens

    May 28, 2026Benjamin A. Burns, Sara Fridovich-KeilPosterior SamplingPosterior

    Georgia Institute of Technology