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8 papers in the last four weeks, up 100% on the four weeks before. 0.1% of all new papers.

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  1. Speed in the Blind Spot: An Interpretability Analysis of Dynamic Perception in VLMs for Autonomous Driving

    Sep 29, 2026Katharina Winter, Stefan Englmeier, Fabian B. FlohrAutonomous DrivingBlind Spots

    Munich University of Applied Sciences, Intelligent Vehicles Lab (IVL), 80335 Munich, Germany

  2. Stealth Is a Relation, Not a Property: How Event Representations Create Blind Spots for Timing Attacks in Event-Based Perception

    Sep 28, 2026Shoaib Ahmed Dipu, Md. Shaown Miah, Kamrul Hasan +1Attack StealthinessVideo Surveillance

    Indiana University Indianapolis · Bangladesh University of Engineering and Technology · Tennessee State University

  3. Exposing Blind Spots in Deep Imbalanced Regression Evaluation

    Sep 21, 2026Noah C. Puetz, Jens U. Brandt, Marc Hilbert +3Imbalanced ClassificationMean Squared Error

    TH Köln · Leiden University · Toyota Racing

  4. Every Fixed Metric Has a Blind Spot: A Learned Atmospheric Critic for Scoring Forecast Realism

    Sep 16, 2026Younes Elberkennou, Dmitri Demler, Thierry Meier +3ForecastEra5 Reanalysis Data

    ETH Zürich, Switzerland · ETH AI Center, ETH Zürich, Switzerland

  5. BLINDSPOT: A Benchmark for Safety and Refusal Calibration in Long-Horizon Tool-Using Agents

    Sep 14, 2026Sadia Asif, Mohammad Mohammadi Amiri, Momin Abbas +2Long-Horizon AgentsAdversarial Evaluation

    Rensselaer Polytechnic Institute · IBM Research

  6. When Rubrics Fail: Hallucinations Reveal Blind Spots in Medical AI Evaluation

    Sep 14, 2026Griffin Farrow, Lily Sijia Li, Jack Johnson +4Clinician TrustVisual Hallucinations

    University of Oxford

  7. Semantically Aligned Gradient-Driven Context-Preserving Image Editing

    Sep 14, 2026Chiranjeev Chiranjeev, Muskan Dosi, Mayank Vatsa +1Image EditingEdit

    Indian Institute of Technology Jodhpur, India

  8. MotionBlind: Probing the Illusion of Motion Understanding in Video-LLMs

    Sep 8, 2026Dhairya Bhatia, Bishoy Galoaa, Oliver Fritsche +7MotionBlind Spots

    Electrical and Computer Engineering Department Northeastern University, Boston, MA, USA

  9. The Blind Spot in 2D Infants' Pose Estimation:Robust Learning from Noisy Annotations

    Sep 3, 2026Emanuele Cardinale, Marco Proietti, Alessandro Cacciatore +3Noisy LabelsKeypoint Detection

    Department of Engineering and Geology, Università degli Studi “G. d’Annunzio” Chieti-Pescara, Pescara, 65127, Italy · Department of Political Science, Communication and International Relations, University of Macerata, Macerata, 62100, Italy · Laboratory of Computational Oncology, Department of Oncology, KU Leuven, Leuven, 3000, Belgium +3

  10. Cheap Verifiers, Large Blind Spots: Measuring the Reliability Cost of Cost-Saving Cascades

    Sep 1, 2026Dushyant RajputVerification FrameworkEqual Error Rate

    AltSlate Labs LLP

  11. ViTAL-X: Video-Text Alignment with Cross-Modal Temporal Edits

    Sep 1, 2026Sethuraman T, Savya Khosla, Onkar Kishor Susladkar +6Video-Language ModelsImage-Text Alignment

    University of Illinois Urbana-Champaign · Adobe Research

  12. Perception Before Supervision: Self-Contained Visual Distillation from Counterfactual Blind Spots

    Aug 10, 2026Shravan Venkatraman, Omkar Thawakar, Ritesh Thawkar +2Recent Vision-Language ModelsDataset Distillation

    1Mohamed bin Zayed University of Artificial Intelligence · 2Aalto University

  13. Rigid-Covert GNSS Spoofing of UAV Swarms: A Structural Blind Spot, Its Detection Limit, and Absolute-Anchor Defenses

    Aug 7, 2026Minseok Park, Joon Soo YooGlobal Navigation Satellite SystemUnmanned Aerial Vehicle Swarms

    Jeonbuk National University · Dept. of Electronic Engineering · Jeonju, Republic of Korea +1

  14. Consistency Has a Computable Blind Spot: A Commutation Theory of Label-Free Reliability for Vision-Language Figure Reading

    Aug 6, 2026Rasul Khanbayov, Hasan KurbanExplanation Consistency ScoreBlind Spots

    College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar

  15. Evaluation Blindness: How Silent Measurement Failures Corrupt AI Systems from Training to Deployment

    Aug 3, 2026Priyanka BajajArtificial Intelligence EvaluationBlind Spots

    Independent Researcher

  16. Uncovering and Mitigating Positional Blind Spots in Vision-Language-Action Models

    Aug 3, 2026Dongdong An, Pengjie Zhao, Yihao Huang +5Blind SpotsRobotic Manipulation

    Shanghai Normal University Shanghai, China · East China Normal University Shanghai, China · Northwest A&F University Yangling, Shaanxi, China +1

  17. SkillMentor: LLM Agent Self-Evolution via Learning Blind-Spot Diagnosis

    Jul 29, 2026Xiaoyi Bao, Yuanzhen Xie, Yunzhi Tan +5Self-Evolving AgentsAgentic Learning

    The Hong Kong Polytechnic University · Work done during an internship at Tencent. · Platform and Content Group, Tencent +1

  18. When Activation Oracles Learn Not to Read: Concept-Specific Blind Spots in Fine-Tuned Oracles

    Jul 25, 2026Tobias Bersia, Tatiana GaintsevaModel ActivationsRepresentation-Level Misalignment

    BAISH · Queen Mary University of London

  19. GLID: Gated Local Intrinsic Dimension Repairs the Blind Spots of Face-Forgery Detectors

    Jul 21, 2026Guang Yang, Fengchen LiuFace Forgery DetectionUnsupervised Detection

    University of California, Los Angeles · University of California, Berkeley

  20. MemPoison: Uncovering Persistent Memory Threats and Structural Blind Spots in LLM Agents

    Jul 16, 2026Jifeng Gao, Kang Xia, Yi Zhang +5PoisoningLarge Language Model Agents

    State Key Laboratory for Novel Software Technology, Nanjing University, China · NARI Group Corporation/State Grid Electric Power Research Institute, China

  21. Anatomically Faithful but Temporally Blind: Auditing Attribution for Left-Ventricular Ejection-Fraction Estimation from Echocardiography

    Jul 15, 2026Hyunkyung Han, Min Jung KimLeft-Ventricular Ejection FractionEchocardiography

    aSchool of Integrated Medicine, Yonsei University, Seoul, Republic of Korea · bDepartment of Radiology, Research Institute of Radiologic Science, Yonsei University College of Medicine, Seoul, Republic of Korea

  22. Spectral Origins of the Self-Correction Blind Spot in Autoregressive Generation

    Jul 9, 2026Ingrid Petrova, Luan VejsiuIterative Self-CorrectionAutoregressive Generation

    European University of Tirana

  23. Blind-Spots-Bench: Evaluating Blind Spots in Multimodal Models

    Jul 9, 2026Matteo Santelmo, Xiuying Wei, Israa Fakih +5Artificial Intelligence BenchmarksArtificial Intelligence Models

    Ecole Polytechnique Fédérale de Lausanne (EPFL), Switzerland

  24. Closing the Activation-Cone Blind Spot: Response-Time Probing and Unified Defense

    Jun 28, 2026Subhadip MitraInference-Time DefenseLLM Defense Mechanisms

    Independent Researcher

  25. Spatially Localized Image Degradation Embeddings for Image Quality Assessment

    Jun 28, 2026Krishna Srikar Durbha, Hassene Tmar, Ping-Hao Wu +2Query-Specific Degradation-Aware RepresentationImage Quality Assessment

    The University of Texas at Austin · Meta Platforms, Inc. · University of Colorado Boulder

  26. The Language Blind Spot: How Query Language and Brand Recognition Tier Shape AI-Constructed Brand Reputation Across Twelve European Languages

    Jun 22, 2026Dmitrij ŻatuchinBrand-As-MemoryLarge Language Model Bias

    Estonian Entrepreneurship University of Applied Sciences · Department of Information Technologies, Estonian Entrepreneurship University of Applied Sciences (EUAS), Tallinn, Estonia. · Rankfor.AI, Tallinn, Estonia.

  27. Co-Construction Blindness and Asymmetric Epistemic Vulnerability in Human-LLM Interaction

    Jun 18, 2026Bianca Helena XimenesEpistemic AsymmetryLarge Language Models Fail

    Independent Researcher; Universidade Federal de Pernambuco (UFPE)

  28. Hard or Just Unreached? Diagnosing the Sampling Blind Spot in Math-Reasoning Difficulty Estimation

    Jun 17, 2026Luca Zhou, Sajel Shah, Emanuele Rodolà +1Blind Spots

    1Sapienza University of Rome · 2Not Diamond · 3Paradigma

  29. Dense Supervision Is Not Enough: The Readout Blind Spot in Looped Language Models

    Jun 12, 2026Rituraj Sharma, Tu VuHidden StatesCross-Entropy Losses

    Virginia Tech

  30. Catching One in Five: LLM-as-Judge Blind Spots in Production Multi-Turn Transaction Agents

    Jun 9, 2026Sawyer Zhang, Alexander Wang, Sophie LeiLlm-As-A-JudgeBlind Spots

    Lumivate (Lumi)

  31. When Recovery Matters: The Blind Spot of Surrogate Privacy in MLLM Editing

    Jun 5, 2026Siyuan Xu, Yibing Liu, Peilin Chen +3Multimodal Knowledge EditingEdit

    1City University of Hong Kong, Hong Kong. · 2Hon Hai Research Institute, Taipei. · 3Lingnan University, Hong Kong.

  32. The Energy Blind Spot: NVIDIA's Flagship Edge AI Hardware Cannot Support Process-Level Energy Attribution

    May 26, 2026Deepak Panigrahy, Aakash TyagiNvidiaGraphics Processing Unit Architectures

    Independent Researcher Bentonville, USA · Texas A&M University Dept. of Computer Science and Engineering College Station, Texas, USA

  33. The Attribution Blind Spot: Detecting When Language Models Rely on Memory Rather Than Retrieved Context

    May 26, 2026Zhe Yu, Wenpeng Xing, Yunzhao Wei +4Blind SpotsCognitive Science

    Binjiang Institute of Zhejiang University · Zhejiang University · National Fintech Evaluation Center +2

  34. RE-TRIANGLE: Does TRIANGLE Enable Multimodal Alignment Beyond Cosine Similarity in Retrieval?

    May 22, 2026Arijit Ghosh, Aritra Bandyopadhyay, Chiranjeev Bindra +1Multimodal AlignmentMultimodal Retrieval

    University of Amsterdam Amsterdam, The Netherlands

  35. Positional Failures in Long-Context LLMs: A Blind Spot in Reasoning Benchmarks

    May 22, 2026Chuyifei Zhang, Hongyu Cui, Xiaowen Huang +1Reasoning BenchmarkMedium

    Beijing Jiaotong University · Central South University of Forestry and Technology

  36. Blind Spots in the Guard: How Domain-Camouflaged Injection Attacks Evade Detection in Multi-Agent LLM Systems

    May 21, 2026Aaditya PaiInstruction Injection AttacksCamouflage

    Data Science Institute Columbia University

  37. Position: Generative Engine Optimization Creates Underexamined Risks, Governance Must Target Concentration, Disclosure, and Academic Blind Spots

    May 18, 2026Yizhu Wen, Nan Zhang, Haohan Yuan +3GovernanceBlind Spots

    School of Informatics, Computing, and Engineering, Indiana University Bloomington, Bloomington, USA · The Media School, Indiana University Bloomington, Bloomington, USA · School of Data Science, University of North Carolina at Charlotte, Charlotte, USA +1

  38. Product-Aware Deep Autoencoders for Robust Process Monitoring in Multi-Product Cyber-Physical Systems

    May 13, 2026MD Shafikul Islam, Jordan CardenMultimodal Industrial Anomaly DetectionCyber-Physical System

  39. SigLoMa: Learning Open-World Quadrupedal Loco-Manipulation from Ego-Centric Vision

    May 5, 2026Shiyi Chen, Haiyi Liu, Mingye Yang +2Humanoid Loco-ManipulationEgocentric Vision

    Tsinghua University · Imperial College London

  40. The Bandit's Blind Spot: The Critical Role of User State Representation in Recommender Systems

    Apr 29, 2026Pedro R. Pires, Gregorio F. Azevedo, Rafael T. Sereicikas +2Sequential RecommendationBandits

    Federal University of São Carlos Sorocaba, São Paulo, Brazil

  41. Seeing Isn't Believing: Uncovering Blind Spots in Evaluator Vision-Language Models

    Apr 23, 2026Mohammed Safi Ur Rahman Khan, Sanjay Suryanarayanan, Tushar Anand +1Large Language Model EvaluationBlind Spots

    ♠Nilekani Centre at AI4Bharat ♢Indian Institute of Technology Madras · ♠Nilekani Centre at AI4Bharat · ♣BITS Pilani, Hyderabad

  42. Supervised Learning Has a Necessary Geometric Blind Spot: Theory, Consequences, and Minimal Repair

    Apr 23, 2026Vishal RajputSparse SupervisionSemi-Supervised Learning

    1KU Leuven, Belgium.

  43. Catching The Correct Answer Trap: Characterising AI Tutor Blind Spots When Analysing Student Reasoning

    Apr 20, 2026Moiz Imran, Sahan BulathwelaReasoning ErrorsTutors

    Department of Computer Science, University College London, UK · Centre for Artificial Intelligence, University College London, UK

  44. Spotlights and Blindspots: Evaluating Machine-Generated Text Detection

    Apr 17, 2026Kevin Stowe, Kailash PatilMachine-Generated Text DetectionBlind Spots

    Pindrop

  45. The Truncation Blind Spot: How Decoding Strategies Systematically Exclude Human-Like Token Choices

    Mar 19, 2026Esteban Garces Arias, Nurzhan Sapargali, Christian Heumann +1Machine-Generated Text DetectionSingle-Token Output Distributions

    Department of Statistics, LMU Munich · Munich Center for Machine Learning (MCML)

  46. With Argus Eyes: Assessing Retrieval Gaps via Uncertainty Scoring to Detect and Remedy Retrieval Blind Spots

    Feb 10, 2026Zeinab Sadat Taghavi, Ali Modarressi, Hinrich Schutze +1Retrieval LayerBlind Spots

    Lucerne University of Applied Sciences and Arts (HSLU) · Center for Information and Language Processing (CIS), Ludwig Maximilian University of Munich (LMU) · Munich Center for Machine Learning (MCML)

  47. AI's Blind Spots: Geographic Knowledge and Diversity Deficit in Generated Urban Scenario

    Jun 20, 2025Ciro Beneduce, Massimiliano Luca, Bruno LepriText-To-Image Diffusion ModelsDiffusion Models

    * Bruno Kessler Foundation · **University of Trento

  48. Inverse Turing Bench: Evaluating Language Models as Judges of Human vs. AI Dialogue

    Date pendingWilliam Hager, Ishika Rathi, Masum Hasan +1Human-Ai InteractionConversational Artificial Intelligence

    University of Rochester · Independent Researcher · Stony Brook University