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46 papers in the last four weeks, up 188% on the four weeks before. 0.5% of all new papers.

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  1. Improving Diversity in LLM Short Story Generation

    Oct 5, 2026Zahra Solati Dehkordi, Vasileios LamposNarrative GenerationLarge Language Model Generation

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

  2. Debias Anything: Fairness with Diversity without Supervision in Diffusion Models

    Oct 1, 2026Théau d'Audiffret, Mariia Vladimirova, Jean-Yves FranceschiDiffusion ModelsAlgorithmic Fairness

    Criteo AI Lab, Paris, France · ESSEC Business School, France · CentraleSupélec, Université Paris-Saclay, France +1

  3. iADD: Improving Alignment and Diversity in Diffusion Policy Optimization

    Oct 1, 2026Ashok Prasad Neupane, Saugat Adhikari, Pramish Paudel +2Diffusion AlignmentDiversity

    Pulchowk Campus, IOE, Tribhuvan University, Lalitpur, Nepal · INSAIT, Sofia University “St. Kliment Ohridski”, Bulgaria · NAAMII, Kathmandu, Nepal

  4. Architectural Sampling: Test-Time Scaling via Computational Diversity in Frozen Vision-Language Models

    Oct 1, 2026Akshit Singh, Shyam Marjit, Wei Lin +2Test-Time ScalingFrozen Vision-Language Models

    Dartmouth College · IISc Bangalore · Xero

  5. DiVid: Diagnosing Dimension-Specific Diversity Collapse in Video Generation Models

    Oct 1, 2026Huanran Hu, Zihui Ren, Dingyi Yang +4Diversity CollapseVideo Generation

    Renmin University of China · Alibaba Group · Tianjin University

  6. The hidden advantage of mask resampling: a theory of masked autoencoders

    Oct 1, 2026Jorge Medina Moreira, Lorenzo Bardone, Lenka Zdeborová3D Masked AutoencodersAutoencoder Architectures

    Statistical Physics of Computation Laboratory, École Polytechnique Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland

  7. No Model Required: Text Entropy Rate Filtering Mitigates Iterative Fine-Tuning Collapse

    Oct 1, 2026Lewis MitchellCollapseToken-Level Entropy

    Adelaide Data Science Centre School of Mathematical Sciences Adelaide University Adelaide SA 5005, Australia

  8. Streaming algorithms for robust max-min diversification

    Oct 1, 2026Andrea Pietracaprina, Geppino Pucci, Stefano ZanonGeometry-Aware Uncertainty CoresetsMaximum Mean Discrepancy

    Department of Information Engineering, University of Padova, Italy

  9. Gacha Decoding: Eliciting Diverse Generations Through Instruction Following

    Oct 1, 2026Scott Geng, Yufei Zhang, Joseph Lee +3Large Language Model GenerationDiversity

    University of Washington · Meta Superintelligence Labs

  10. What Wins a Vote? Formatting, Length, and Lexical Diversity in the French Compar:IA LLM Arena

    Oct 1, 2026Simonas Zilinskas, Maayeesha Farzana, Christophe BenaventRankingMajority Voting

    Compar:IA · Université Paris Dauphine-PSL

  11. Outer Diversity of Condorcet Domains

    Sep 30, 2026Piotr Faliszewski, Jan Jabrocki, Mateusz Słuszniak +3ElectionsMajority Voting

    AGH University, Poland · University of Geneva, Switzerland · University of Oxford, United Kingdom

  12. Mixture of Decoders for Diverse Dialog Response Generation

    Sep 30, 2026Wenchao DuConditional Variational AutoencoderDiversity

    Microsoft Corporation Redmond, WA 98052

  13. Diversity Combining for Multi-Path LLM Reasoning

    Sep 30, 2026Guangsheng Yu, Litianyi Zhang, Qin Wang +5Reasoning PathsLLM Reasoning Strategies

    University of Technology Sydney · The University of Sydney · CSIRO +2

  14. Explicit Trajectory Diversity for RL-Based Post-Training of LLM Agents

    Sep 30, 2026Huaiyu Fu, Heng Cao, Hao Wang +2Large Language Model Policy OptimizationLarge Language Model Agents

    Microsoft

  15. Which Models Work Well Together? Measuring Heterogeneity for LLM Team Selection

    Sep 29, 2026Liangyu Teng, Hengsong Liu, Juncen Guo +4Heterogeneous Modeling ToolsDiversity

    Fudan Institute on Networking Systems of AI

  16. Coherence-Aware Distributional Evaluation of Open-Ended Text Generation

    Sep 28, 2026Jinnuo Liu, Junhao Zhu, Weifeng Jiang +2DiversityHidden States

    New York University · Center for Data Science, NYU Shanghai · Georgia Institute of Technology

  17. JIVE: Jacobian-Informed Volume Expansion for Diverse Generative Sampling

    Sep 27, 2026Guangxun Zhang, Brian Cai, Boxuan Zhang +2DiversityJacobian

    New York University · Stony Brook University · Rutgers University

  18. SlopBench: How Well Can We Rank Language Models by Slop? A Multi-Domain Benchmark of Repetitive AI Writing

    Sep 27, 2026Dhruv Roongta, Harsha Gaddipati, Anh Tuan HuynhLanguage Model ComputesText Corpora

    Slashy, San Francisco, California, USA

  19. One Model Is Not a Crowd: Multi-LLM and Aspect-Conditioned Diverse Comment Generation

    Sep 27, 2026Nafis Irtiza Tripto, Delvin Ce Zhang, Mahjabin Nahar +1DiversityHigh-Fidelity Conditional Generation

    College of Information Sciences and Technology, Pennsylvania State University, PA, USA · University of Sheffield, Sheffield, UK

  20. Dynamical Diversity for Reservoir Computing in Reconfigurable Nanomechanics

    Sep 24, 2026Humayun Ahmed, Inês S. Garcia, Filipa C. Mota +7Reservoir ComputingOscillatory Dynamics

    International Iberian Nanotechnology Laboratory (INL), Braga, 4715-330, Portugal. · Department of Mechanical Engineering, Bilkent University, 06800 Ankara, Turkey · UNAM - Institute of Materials Science and Nanotechnology, Bilkent University, 06800 Ankara, Turkey +2

  21. Temperament Engineering: Designing Strategic Behavioural Diversity in Robot Swarms

    Sep 24, 2026Edmund R. HuntSwarmsBio-Inspired Framework

    School of Engineering Mathematics & Technology, University of Bristol, Ada Lovelace Building, Tankard’s Cl, Bristol, BS8 1TW, United Kingdom.

  22. PHOSA: Photorealistic 3D Sign Avatar Modeling and Benchmark

    Sep 24, 2026Haodong Wang, Hezhen Hu, Wengang Zhou +1Sign Language TranslationHumanml3D

    University of Science and Technology of China · University of Texas at Austin

  23. Language Specificity vs. Domain Diversity: Benchmarking Transformers for Bangla Medical NER

    Sep 24, 2026Rakib Abdullah, Md. Maruful Islam MarufBert-Based ModelsMedical Ontology

    Department of Artificial Intelligence and Data Science Green University of Bangladesh Dhaka, Bangladesh

  24. AlphaDiverse: Post-Training Local Quantitative Research Agents for Diverse Exploration in Alpha Factor Mining

    Sep 24, 2026Qingzhuo Wang, Zikun Wei, Zhihua Wei +1Stochastic ExplorationDiversity

    Tongji University · Shanghai Non-convex Intelligent Technology

  25. OPDiv: Optimal Selection of Top-K High-Scoring, Diverse Compounds

    Sep 23, 2026Miroslav LžičařChemical StructuresScreening

    Deep MedChem

  26. Reference-Based Analysis of Coherence and Diversity in Open-Ended Text Generation

    Sep 23, 2026Esteban Garcés AriasDiversityText Generation

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

  27. PERSONAWEAVER: Controllable Diversity Beyond Conventional Archetypes in Procedural Character Generation

    Sep 22, 2026Maan Qraitem, Kate Saenko, Bryan A. PlummerArtificial Intelligence PersonasMotion Generation

    Boston University

  28. Vimarsha: Faithful ASR Evaluation for Indian Languages with Demographic Diversity, In-the-Wild Audio and Spelling Variations

    Sep 21, 2026Kaushal Santosh Bhogale, Srija Anand, Sadakopa Ramakrishnan Thothathiri +3Automatic Speech Recognition EvaluationIndian Languages

    Indian Institute of Technology, Madras, India · Sarvam AI, India

  29. From Tables to Quantified Statements: Evaluating LLM Inference Generation through Executable Verification

    Sep 21, 2026Mai Mohamed Eida, Gunjan Anand, Ayush Singh +1Natural Language InferenceLLM Inference Optimization

    University of Illinois Urbana Champaign

  30. Adaptive Determinantal Client Scheduling in Federated Learning

    Sep 20, 2026Wen Xu, Ben Liang, Gary Boudreau +1Federated LearningSchedulers

    University of Toronto, Canada · Ericsson, Canada

  31. DSD: Learning Diverse and Reusable Motor Skills via Diffusion Skill Discovery

    Sep 15, 2026Sun Woo Kim, Xue Bin PengUnsupervised Skill DiscoveryDiffusion Policies

    Simon Fraser University, Canada · NVIDIA, Canada

  32. Mo' Models, Mo' Problems: How to best select model pools when designing Multi-Agent Systems

    Sep 15, 2026Sara Vera Marjanović, Jiacheng Xu, Aleksandr Laptev +3Multi-Agent CommunicationHeterogeneous Modeling Tools

    University of Copenhagen · Work done during internship at NVIDIA · NVIDIA

  33. T-GADE: Thermodynamical Generative-AI-Driven Evolution of LLM Artifacts

    Sep 14, 2026Kyoko Ogawa, Naoki MoriEvolutionary Optimization MethodsLarge Language Model Generation

    Graduate School of Informatics, Osaka Metropolitan University, Osaka, Japan

  34. SAGE-Loop: Reliable Closed-Loop LLM-Driven AutoML with Trial-and-Correction and Adaptive Ensembling

    Sep 14, 2026Junquan Gu, Shibo Cui, Xiangfeng Luo +1Human-In-The-LoopMle-Bench Lite

  35. SCORE: SubDistribution-aware Collaborative Knowledge Reinforcing for Cloth-Hybrid Lifelong Person Re-Identification

    Sep 14, 2026Kunlun Xu, Liangyu Ma, Jiangmeng Li +4Re-IdentificationCatastrophic Forgetting

    Wangxuan Institute of Computer Technology, Peking University, Beijing, China · University of Chinese Academy of Sciences, Beijing, China · Intelligent Science & Technology Academy of CASIC, Beijing 100041, China

  36. Chopthin-Consensus Power Sampling: A Diversity-Preserving Approach to LLM Decoding

    Sep 14, 2026Minoo Ahmadi, Seyedarmin Azizi, Erfan Baghaei Potraghloo +2LLM Reasoning StrategiesLarge Language Model Decoding

    University of Southern California, Los Angeles, USA

  37. Type Diversity Enables Transformers to Generalise Compositionally

    Sep 14, 2026Anssi Moisio, Mathias Creutz, Mikko KurimoCompositional GeneralizationDiversity

    Aalto University · University of Helsinki

  38. SynthSentry: Detecting Synthetic Data Contamination in Language Model Training Data

    Sep 14, 2026Praveen Kumar Myakala, Ravichandra Namburi, Sowmya Keragodu Jayaramu +1Synthetic DataTraining Data

    Independent AI Researcher Melissa, USA · Independent Researcher Frisco, USA · Independent Researcher Austin, USA

  39. CrossDistill: Balancing Quality and Diversity via Trajectory-Level Hybrid Few-Step Distillation

    Sep 13, 2026Yuxi Liu, Haoyu Li, Yixiang Cai +8Few-Step DistillationText-To-Video Diffusion Models

    Peking University, Melon Group · Alibaba Group · Tsinghua University

  40. Disentangling Topology and Diversity in Multi-Agent LLMs for Multilingual Low-Resource Emotion Detection

    Sep 13, 2026Ulugbek Shernazarov, Charitha Ruwansiri Weerakon Basnayake, Abdelkhaleq El Jarjini +2Multi-Agent Large Language Model SystemsDiversity

    Télécom SudParis, Institut Polytechnique de Paris, Évry-Courcouronnes, France · Cardiff Metropolitan University, Cardiff, United Kingdom · Aberystwyth University, Aberystwyth, United Kingdom

  41. When Agents Disagree: Bayesian Backward Reasoning as a Label-Free Anchor for Multi-Agent Collective Decision-Making

    Sep 12, 2026Ken Chen, Wei Wang, Sachith Seneviratne +2DisagreementLarge Language Model Agents

    Department of Mechanical Engineering, The University of Melbourne, Melbourne, Australia · Department of Mechanical Engineering, Sri Lanka Institute of Information Technology, Sri Lanka

  42. Uncertainty DMD: Restoring Diversity in Few-Step Autoregressive Video Distillation

    Sep 11, 2026Zixuan Duan, Xunzhi Xiang, Yabo Chen +6Autoregressive Video Diffusion ModelsAutoregressive Video Generation

    Nanjing University, Institute of Artificial Intelligence, China Telecom (TeleAI), China · Institute of Artificial Intelligence, China Telecom (TeleAI), China · Fudan University, Institute of Artificial Intelligence, China Telecom (TeleAI), China

  43. Diversity of EML-type operators

    Sep 10, 2026Andrzej OdrzywołekActivation FunctionsDiversity

    Institute of Theoretical Physics, Jagiellonian University, Łojasiewicza 11, 30-348 Kraków, Poland

  44. Two-Token Features and Small-Large Ensembles for VLM Hallucination Detection

    Sep 9, 2026Eli SchwartzLarge Language Model HallucinationOptical Character Recognition

    IBM Research

  45. Direct Diversity Optimization for Diverse Successful Trajectories in Preference Post-Training

    Sep 9, 2026Junwon Ko, Dong-Jae Lee, Minchan Kwon +2Post-TrainingBacktranslation Augmented Direct Preference Optimization

    School of Electrical Engineering, KAIST Daejeon, Republic of Korea

  46. Stabilizing Instruction Supervision for Instruct-TTS via Controllable Diversification and Drift Filtering

    Sep 8, 2026Yizhong Geng, Kecan Mao, Qifei Li +6Instruction TuningInstruction

    Beijing University of Posts and Telecommunications, China · Li Auto, China

  47. Where Should Language Sit in a Multimodal Model? Lessons from What Language Does to Human Perception and Cognition

    Sep 7, 2026Peng Xie, Amr AlanwarLanguage ModelingMultimodal Model

    TUM School of Computation, Information and Technology, Department of Computer Engineering, Technical University of Munich

  48. Inferred Generative-Process Diversity Predicts Correlated Failure Across Language Models

    Sep 3, 2026Ross Tieman, Evan MarkouDiversityGenerative Processes

    Fenner School of Environment & Society · Australian National University · School of Computing

  49. Creative Generation via Multi-Agent Debate: Does Debate Suppress Diversity?

    Sep 1, 2026Tien Anh Nguyen, Khanh-Binh Nguyen, Van Dai Do +2Multi-Agent DebateDiversity

    Deakin Applied Artificial Intelligence Initiative, Deakin University, Australia

  50. Aligned but Flattened: Analyzing the Trade-off between Cultural Alignment and Diversity in LLMs

    Sep 1, 2026Jingshen Zhang, Shaoyang Xu, Wenxuan ZhangLarge Language Model AlignmentCultural Awareness

    School of Computer Science and Technology, Tianjin University · 2iNLP Lab, Singapore University of Technology and Design

  51. Autonomously Acquiring Robot Manipulation Skills with Language-Driven Quality-Diversity

    Aug 31, 2026Émiland Garrabé, Mahdi Khoramshahi, Stéphane DoncieuxMotion PrimitivesRobot Systems

    ISIR, Sorbonne Universit´e, France

  52. CLIN: an Objective Framework for Evaluating Creativity in Short Persian Literary Text

    Aug 31, 2026Mohammad Reza Modarres, Armin Tourajmehr, Yadollah Yaghoobzadeh +1CreativityPersian

    School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran · Tehran Institute for Advanced Studies, Khatam University, Iran · Cardiff University, United Kingdom

  53. AI Alignment through a Game-theoretic Lens: A Survey

    Aug 28, 2026Yanan Cai, Zhongrui Zhao, Zhigang Lu +6Artificial Intelligence AlignmentGame Theory

    James Cook University · Western Sydney University · Adelaide University +5

  54. AI Writers Have a Consistent Stylometric Footprint, but AI Editors Do Not

    Aug 28, 2026Zhengyang Shan, Yukyung Lee, Sophie HaoHuman-Written TextStylometric

    Boston University

  55. Enhancing Bayesian Optimization and Active Learning Through Kernel Diversity

    Aug 25, 2026Heng Zhang, Haotian Xiang, Konstantinos D. Polyzos +2Bayesian OptimizationActive Learning

    University of Georgia, Athens, GA, USA · University of California San Diego, La Jolla, CA, USA

  56. Are You Sure You're Sure? On the Impact of Instruction Tuning on Confidence and Lexical Diversity

    Aug 13, 2026Irina Proskurina, Mayank Kumar, Oyindolapo O. KomolafeInstruction TuningInstruction-Tuned Models

    Cohere Labs Community · Laboratoire Hubert Curien, UMR CNRS 5516, Saint-Étienne, France · School of Computer Science Engineering and Technology (SCSET), Bennett University, Greater Noida, India +1

  57. CoverPrune: Coverage-Driven Token Pruning for 3D VLMs via Optimal Transport

    Aug 13, 2026Peng Ling, Yingda Yin, Lingting Zhu +5Visual Token Pruning3D Spatial Reasoning

    Shenzhen International Graduate School, Tsinghua University · LIGHTSPEED

  58. Scaling Representation Diversity: Modulated Attention and Reconstructive Regularization for Visual Grounding

    Aug 13, 2026Junyi Hu, Tian Bai, Fengyi Wu +7Vision-Language AlignmentContextual Grounding

    Department of Automation, Tsinghua University · School of Information and Communication Engineering, University of Electronic Science and Technology of China · Chinalco Digital Intelligence (Chengdu) Technology Co., Ltd. +2

  59. MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval

    Aug 12, 2026Aaryan Sharma, Vishak Prasad C, Virendra Singh +1Composed Image RetrievalMultimodal Retrieval

    Indian Institute of Technology Bombay Department of Electrical Engineering Mumbai, India · Indian Institute of Technology Bombay Department of Computer Science and Engineering Mumbai, India

  60. DIVE: Unlocking Self-Improvement in Frozen Language Models Through Diversity-Driven Skill Evolution

    Aug 12, 2026Siheng Xiong, Ali Payani, Oguzhan Gungordu +1Self-Evolving Skill LibrariesFrozen Language Model

    Georgia Institute of Technology · Cisco Research