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

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  1. World Observer: Joint Actor-Observer Generation for Persistent World Modeling

    Oct 1, 2026Hyunwook Choi, Dahyun Chung, Hyunsung Kim +4Video World ModelsWorld Models

    KAIST AI

  2. LeRF: Learning Reference Coordinate Frames for Perspective Taking Reasoning

    Sep 28, 2026Bang Xiao, Wenqi Jia, Ozgur Kara +5Spatial ReasoningPerspective

    University of Illinois Urbana-Champaign · Zhiyuan College, Shanghai Jiao Tong University · University of California, Merced +2

  3. How Synthetic Labels Improve Conformal Prediction: A Perspective on Conditional Coverage

    Sep 27, 2026Qianyi Chen, Bo LiOnline Conformal PredictionPerspective

    School of Economics and Management, Tsinghua University

  4. Investigating the Effect of k-NN Preprocessing on Developing Graph Neural Networks: A Fairness-Based Perspective

    Sep 27, 2026Nikolaos Zafeiropoulos, Emmanouil Mavrikos, George E. TsekourasGraph Neural NetworksAlgorithmic Fairness

    Department of Cultural Technology and Communication University of the Aegean Mytilene, Greece

  5. Singularity Analysis for the Perspective-Four and Five-Line Problems

    Sep 24, 2026Jorge García Fontán, Abhilash Nayak, Sébastien Briot +1Visual ServoingSingularity

    Sorbonne Universit´e, LIP6, Equipe PolSys, Paris, France · Centre national de la Recherche Scientifique (CNRS), Laboratoire des Sciences du Num´erique de Nantes (LS2N), UMR CNRS 6004, Nantes, France

  6. When Does Unsupervised Learning Succeed or Fail? A PoS Perspective on Reconstruction-Based Anomaly Detection

    Sep 23, 2026Mehmet Yamaç, Yagmur Mustu, Muhammad Numan Yousaf +2Graph Anomaly DetectionUnsupervised

    Tampere University, Tampere, Finland · Radboud University, Nijmegen, The Netherlands

  7. Continuous-Time Machine Learning: A Unified Mathematical Perspective

    Sep 15, 2026Waleed Razzaq, Yun-Sheng Zhao, Yun-Bo ZhaoReplay-Based Continual LearningContinuum

    School of Automation University of Science and Technology of China Hefei, Anhui

  8. The Misery of Mechanistic Interpretability: A Formal Perspective

    Sep 14, 2026Tobias Ladner, Matthias AlthoffMechanistic InterpretabilityInterpretability

    Technical University of Munich, Germany

  9. A Unifying Perspective on Probabilities as Model Predictions

    Sep 9, 2026Benedikt HöltgenProbabilityBayesian

    Hasso Plattner Institute, University of Potsdam

  10. Time-Varying Data as Sheaves: an Invitation to Narratives

    Sep 8, 2026Wilmer Leal, Benjamin Merlin Bumpus, Jana K. Nickel +3Time-Varying SystemsTemporal Dynamics

    Department of Mechanical and Aerospace Engineering, University of Florida, 1064 Center Drive, Gainesville, 32611-6250, Florida, USA. · Instituto de Matem´atica e Estat´ıstica, Universidade de S˜ao Paulo, Rua do Mat˜ao, 1010, S˜ao Paulo, 05508–090, SP, Brasil. · Fachbereich Mathematik, Universität Hamburg, Bundesstraße 55, Hamburg, 20146, Germany. +2

  11. Perspectives on Cross-Lingual Consistency in LLMs for Medical Questions

    Sep 7, 2026Minh Duc Bui, Mario Sanz-Guerrero, Abteen Ebrahimi +4Multilingual Healthcare Q&ACross-Lingual Consistency

    Johannes Gutenberg University Mainz, Germany · University of Colorado Boulder, USA · University of Marburg, Germany +1

  12. Does Reasoning Mitigate Backdoor Attacks? A Neuro-Symbolic Perspective

    Aug 31, 2026Marco Antonio Corallo, Andrea Agiollo, Mauro Conti +1Neuro-Symbolic FrameworkTrustworthy Artificial Intelligence

    Örebro University · Örebro, Sweden · Delft University of Technology +3

  13. DARP: A Calibrated Dual-Arm RGB-D-IR Dataset for Multi-View Robotic Perception

    Aug 31, 2026Manish Kansana, Mohammed Yusuf Mujawar, Sudip Mittal +2Robotic PerceptionRgb-Depth Cameras

    Department of Computer Science, The University of Alabama, Tuscaloosa, AL, USA

  14. Rethinking the Test-Time Prompt Tuning Objective from the Perspective of Calibration

    Aug 31, 2026Jungwon Choi, Hyeonseo Jang, Kibok Lee +1Soft Prompt TuningCalibrated Uncertainty

    Department of Computer Science and Engineering, Chung-Ang University · Department of Statistics and Data Science, Yonsei University

  15. A Unified Perspective on Conformal Prediction and Wasserstein Distributionally Robust Optimization for Uncertainty Quantification

    Aug 30, 2026Kehan Long, Yiqi Zhao, Pol Mestres +3Distributionally-Robust OptimizationUncertainty Quantification

    Contextual Robotics Institute, University of California San Diego, La Jolla, CA, USA · Thomas Lord Department of Computer Science, University of Southern California, Los Angeles, CA, USA · Department of Mechanical and Civil Engineering, California Institute of Technology, Pasadena, CA, USA +1

  16. On the Structural Limits of Machine Learning Decision Systems: An Information-Theoretic, Interaction-Based, and Stochastic-Dynamical Perspective

    Aug 13, 2026Nestor R. Barraza, Gabriel PenaFundamental LimitsProbabilistic Inference

    Universidad Nacional de Tres de Febrero. Departamento de Ciencia y Tecnología. · Universidad de Buenos Aires. Facultad de Ingeniería.

  17. A Unifying Perspective on Causal World Models: From Observations to Representations to Structure

    Aug 13, 2026Avinash Kori, Fabrizio RussoCausal Representation LearningWorld Models

    Department of Computing, Imperial College London, London, UK

  18. Academic League of Artificial Intelligence - An Integrative Perspective of Teaching, Research, and Extension

    Aug 13, 2026Alison R. Panisson, Maria Eduarda W. M. Vianna, Italo Firmino da Silva +9Extended VersionPerspective

    Federal University of Santa Catarina (UFSC), Brazil

  19. Structuring the Space of Perspectives

    Aug 12, 2026Agnese Daffara, Sebastian Padó, Tanise CeronPerspectiveNatural Language Processing

    University of Stuttgart · Bocconi University

  20. MMArt: A Multi-Perspective Multimodal Dataset for Visual Art Understanding

    Aug 11, 2026Shuai Wang, Wangyuan Ding, Yixian Shen +5ArtLarge-Scale Image Datasets

    University of Amsterdam, Amsterdam, The Netherlands · Amazon AGI, United States of America · College of Business and Economics, University of Johannesburg, South Africa

  21. A Height-Constrained 2-Point Minimal Solver for Pose Estimation from Active LED Markers with Event Cameras

    Aug 10, 2026Runze Yuan, Alexander Kappler, Jun Zhang +5Simultaneous Localization And MappingCamera Control

    Institute of Visual Computing, Graz University of Technology · MIS laboratory, University of Picardie Jules Verne · ICB laboratory, University of Burgundy Europe

  22. Protecting patient privacy in clinical foundation models: Technical and legal perspectives

    Aug 7, 2026Sana Tonekaboni, Lena Stempfle, Sasha Ronaghi +4Medical World ModelPrivacy

    Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts, USA · Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA · Stanford University, Stanford, California, USA +5

  23. A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems

    Aug 6, 2026Zihan Xu, Haolin Tian, Hai JiangMulti-Agent Large Language Model SystemsAgentic Inference

    Beijing University of Posts and Telecommunications.

  24. Socially Grounded Agentic AI: Coordinating Plural Perspectives through Social Theory

    Aug 4, 2026Matt Ratto, Abhishek Moturu, Daniel SilverPluralistic AlignmentSocio-Technical Systems

    Faculty of Information, University of Toronto, Ontario, Canada · Massey College, Ontario, Canada · Schwartz Reisman Institute for Technology and Society, University of Toronto, Ontario, Canada +4

  25. Beyond the Mean: Multi-Moment Policy Optimization for LLM Reasoning

    Aug 3, 2026Yijun Zhang, Yule Xie, Jiaxin Ding +4LLM Reasoning StrategiesFrictive Policy Optimization

    Shanghai Jiao Tong University

  26. HAFI-VLM: A Frequency Perspective for Diagnosing and Enhancing Visual Perception in Vision-Language Models

    Aug 3, 2026Jin Cui, Chuanchang Su, Jiayi Lu +3Ava-VlmVision Encoders

    1State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, and Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University · School of Computer Science and Technology, Xi’an Jiaotong University · School of Software Engineering, Xi’an Jiaotong University

  27. PICTURE: Enhancing Theory-of-Mind in Large Language Models by Revealing, Not Hiding, Characters' Lack of Knowledge

    Aug 3, 2026Eojin Jeon, SangKeun LeeTheory-Of-Mind ReasoningLLM Reasoning Strategies

    Department of Artificial Intelligence, Korea University, Seoul, Republic of Korea · Department of Computer Science and Engineering, Korea University, Seoul, Republic of Korea

  28. Perspectives on Tsallis Statistics for Artificial Intelligence

    Aug 2, 2026Kleyton da Costa, Bernardo ModenesiLong-Tailed DistributionBoltzmann Distributions

    University College London, London, United Kingdom · Division of Biostatistics & School of Computing, University of Utah, United States

  29. From Chasing Ghosts to Missed Attacks: Perspectives and Perceptions of SOC Practitioners on LLM Integration, Risks, and Readiness

    Aug 1, 2026Jonas Thurner, Nadine Jost, Stefan Albert Horstmann +4CybersecurityLarge Language Model Safety

    FH Münster, Germany · Ruhr University Bochum, Germany · University of Cologne, Germany +2

  30. A Generalized-Bayes Perspective on Counterfactual Explanations: Posterior-Based Decision-Making and Evaluation

    Jul 31, 2026Keita KinjoCounterfactual ExplanationBayesian

    Faculty of Business, Kyoritsu Women’s University

  31. Rethinking Detection Calibration: A Coordinate and Direction Perspective

    Jul 31, 2026Juyong Lee, Seungjin Jung, Jungmin Lee +2Feature AlignmentPerspective

    Dept. of AI, Chung-Ang University, Republic of Korea · Dept. of Advanced Imaging, GSAIM, Chung-Ang University, Republic of Korea · GS. of Virtual Convergence, Chung-Ang University, Republic of Korea

  32. Understanding Submodular Information Measure Based Objectives for Representation Learning: A Variance and Separation Perspective

    Jul 30, 2026Rishabh Iyer, Truong Pham, Anay MajeeMutual InformationRepresentational Similarity Analysis

    The University of Texas at Dallas, Richardson, TX, USA · Adobe, San Jose, CA, USA

  33. PlatformBid: An Auto-Bidding Benchmark from a Unified Advertising Platform's Perspective

    Jul 29, 2026Shengtian Yang, Yewen Li, Peng Jiang +5BiddingAds

    Nanyang Technological University Singapore, Singapore

  34. PanoLess: Environment Reconstruction from Partial Reflective Views

    Jul 28, 2026Ahitagni Das, Ashok Veeraraghavan, Vivek BoominathanOmnidirectional ImagesSurface Reconstruction

    Rice University, Houston TX 77005, USA

  35. Beyond Perspectives: A Trio-Ethnography of Interpretation Evolution in LLM-Supported Programming Education

    Jul 24, 2026Jennie Ren, Jordan H. McDowell, Kyrie Zhixuan ZhouAi-Assisted Programming TasksPerspective

    Mercer University United States · University of Texas at San Antonio United States

  36. DAPM: UAV Monocular Depth Estimation from Any Height, Pitch, Roll and FOV

    Jul 23, 2026Tong Ling, Wenhui Diao, Yingchao Feng +3Monocular Depth EstimationDepth Estimation

    Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100190, China, also with the School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100190, China, also with the University of Chinese Academy of Sciences, Beijing 100190, China, and also with the Key Laboratory of Target Cognition and Application Technology (TCAT), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100190, China · Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100190, China, and also with the Key Laboratory of Target Cognition and Application Technology (TCAT), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100190, China

  37. Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective

    Jul 20, 2026Jiahe Fan, Yinghao Hou, Si Chen +3Continual Model MergingFederated Averaging

    University of Science and Technology of China · School of Information Science and Technology, Department of Automation, University of Science and Technology of China · School of Computer Science and Technology, University of Science and Technology of China

  38. A Geometric Perspective on Stabilizing Value Conflict Resolution

    Jul 20, 2026Saket Reddy, Andy LiuLLM Reasoning StrategiesLarge Language Model Alignment

    Supervised Program for Alignment Research (SPAR) · University of Illinois - Urbana-Champaign · Carnegie Mellon University

  39. From Self-Attention to Connection Laplacian: A Unified Operator View of Transformers

    Jul 12, 2026Binbin Lin, Wei Chen, Yalun Li +3Transformer AttentionLinear Attention

    School of Software Technology, Zhejiang University, China · College of Computer Science and Technology, Zhejiang University, China · Alibaba Cloud, China

  40. Revisiting Scene Graph Generation from the Perspective of Detector-Conditioned Reachability

    Jul 7, 2026Runfeng Qu, Pia K Bideau, Ole Hall +3Spatio-Temporal Scene GraphsReachability

    Technische Universität Berlin, Germany · Science of Intelligence Research Cluster of Excellence, Germany · Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK, France +2

  41. Deep Neural Variation Spaces: A Unifying Perspective on Depth and Complexity

    Jul 6, 2026Julia Nakhleh, Robert D. NowakRectified Linear Unit NetworksDeep Network

    Department of Computer Science · University of Wisconsin-Madison · Department of Electrical & Computer Engineering

  42. A Gradient Flow Perspective on Minimum MMD Estimation

    Jul 4, 2026Sophia Seulkee Kang, Louis Sharrock, Xiaoyuan Cheng +2Maximum Mean DiscrepancyMaximum Likelihood

    Independent Researcher · University College London

  43. Rethinking Depth Pruning for Vision Transformers: A Heterogeneity-Aware Perspective

    Jul 4, 2026Zhenfeng Su, Kang Zhao, Han Bao +4Self-Supervised Vision TransformersVision Transformer

    School of Data Science, The Chinese University of Hong Kong, Shenzhen, China · Huawei Technologies Co., Ltd., Shenzhen, China · Tsinghua University, Beijing, China +1

  44. Computing the Integral R2 Indicator by Perspective Mapping and Box Decomposition

    Jun 29, 2026Michael T. M. EmmerichIntegralMulti-Objective Optimization

    Faculty of Information Technology, University of Jyväskylä, Finland

  45. MR-IQA: A Unified Margin View of Regression and Ranking for Blind Image Quality Assessment

    Jun 29, 2026Yuan Li, Youyuan Lin, Zitang Sun +4Image Quality AssessmentRanking

    Graduate School of Informatics, Kyoto University

  46. Perspectives on Latent Factor Indeterminacy and its Implications for Data Representation

    Jun 27, 2026Carel F. W. PeetersExploratory Factor AnalysisLatent Variable

    Mathematical & Statistical Methods group – Biometris, Wageningen University & Research

  47. Beyond Global Divergences: A Local-Mass Perspective on Bayesian Inference

    Jun 25, 2026Hanli Xu, Fengxiang He, Sarat MokaBayesian InferenceKullback-Leibler Divergence

    UNSW Sydney · University of Edinburgh

  48. Data Augmentation: A Fourier Analysis Perspective

    Jun 23, 2026Behrooz Tahmasebi, Melanie Weber, Stefanie JegelkaData AugmentationEquivariant Learning

    Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, USA. · Technical University of Munich (CIT, MCML, MDSI) · MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)

  49. KLip-PPO: A per-sample KL perspective on PPO-Clip

    Jun 22, 2026Riccardo Colletti, Robin HolzingerProximal Policy OptimizationKullback-Leibler Divergence

    University of California, Berkeley

  50. Agentic Electronic Design Automation: A Handoff Perspective

    Jun 18, 2026Jiawei Liu, Peiyi Han, Yuntao Lu +3Electronic Design AutomationHandoff

    The Chinese University of Hong Kong · Primarius Technologies

  51. Beyond Layer Importance in Layer-wise Sparsity: An Inter-Layer Perturbation-Absorption Perspective

    Jun 13, 2026Tao Jing, Ningxin Wu, Chen Kang +3Unstructured PruningLayer-Wise

  52. A Bregman Perspective on Classification and Regression Trees

    Jun 12, 2026Mathias BourelDecision TreesBregman Divergences

    IESTA, Facultad de Ciencias Económicas y de Administración, Universidad de la República, Uruguay · IRL-2030, Instituto Franco-Uruguayo de Matemática e Interacciones (IFUMI)

  53. Evaluating Pluralism in LLMs through Latent Perspectives

    Jun 11, 2026Laura Majer, Jan Šnajder, Martin TutekInternal PluralismLarge Language Model Bias

    TakeLab, University of Zagreb, Croatia.

  54. DepthMaster: Unified Monocular Depth Estimation for Perspective and Panoramic Images

    Jun 10, 2026Pengfei Wang, Shihao Wang, Liyi Chen +3Monocular Depth EstimationOmnidirectional Images

    Visual Computing Lab The Hong Kong Polytechnic University

  55. Mathematical perspective on genetic algorithms with optimization guided operators

    Jun 10, 2026Anna Brandenberger, Ilan Doron-Arad, Elchanan MosselGenetic AlgorithmsMathematics

    Department of Mathematics, MIT

  56. Mind the Perspective: Let's Reason Recursively for Theory of Mind

    Jun 10, 2026Chao Lei, Guang Hu, Meng Yang +2Theory-Of-Mind ReasoningReasoning Skills

    School of Computing and Information Systems, The University of Melbourne, Australia · SensiLab, Monash University, Australia

  57. Revisiting Positive Samples in Graph Contrastive Learning: From the Perspective of Message Passing

    Jun 9, 2026Lianze Shan, Ningchong Wang, Jitao Zhao +2Graph Representation LearningContrastive Learning

    School of Computer Science and Technology, Tianjin University, Tianjin, China · School of Future Technology, Tianjin University, Tianjin, China.

  58. TruthSplit: Operationalizing Conditional Validity in Arguments Through Multi-Perspective Reasoning

    Jun 8, 2026Benjamin Stieger, Maximilian Terberger, Thomas Huber +1Argumentation FrameworksTruth

    University of St. Gallen

  59. PerspectiveGap: A Benchmark for Multi-Agent Orchestration Prompting

    Jun 7, 2026Youran Sun, Xingyu Ren, Kejia Zhang +2Multi-Agent OrchestrationOrchestration

    University of Maryland · The Chinese University of Hong Kong · Stanford University

  60. A Unifying View of Attention Sinks: Two Algorithms, Two Solutions

    Jun 6, 2026Lukas Fesser, Mozes Jacobs, Thomas Fel +2PerspectiveStreaming

    Kempner Institute Harvard University Cambridge, MA