Diversity

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27 papers in the last 28 days · 0.4% of indexed attention

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Period ending 2026-09-21

11 new papers

A weekly snapshot of new work published in Diversity.

Period ending 2026-09-14

8 new papers

A weekly snapshot of new work published in Diversity.

Period ending 2026-09-07

6 new papers

A weekly snapshot of new work published in Diversity.

257 papers

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  1. Generative Query Suggestion via Intent Coverage and Query-Level Credit Assignment

    Sep 16, 2026Xinpeng Liu, Lu Ma, Jiayi Qiao +6Complex Query AnsweringAnalytics

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

    Sep 15, 2026Sun Woo Kim, Xue Bin PengUnsupervised Skill DiscoveryMotor Skills

  3. 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 SystemsDiversity

  4. Generate to Explore, Select to Exploit: Aligning LLM-based Headline Generation with Personalized Recommendation

    Sep 14, 2026Yi Chen, Rufeng Cheng, Qiang Xie +1RecommendationPersonalization

  5. Type Diversity Enables Transformers to Generalise Compositionally

    Sep 14, 2026Anssi Moisio, Mathias Creutz, Mikko KurimoCompositionalityGeneralisation

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

    Sep 14, 2026Minoo Ahmadi, Seyedarmin Azizi, Erfan Baghaei Potraghloo +2Large Language Model ReasoningDiversity

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

    Sep 14, 2026Kyoko Ogawa, Naoki MoriGenetic AlgorithmsEvolution

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

    Sep 14, 2026Praveen Kumar Myakala, Ravichandra Namburi, Sowmya Keragodu Jayaramu +1Training DataLoop Engineering

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

    Sep 14, 2026Junquan Gu, Shibo Cui, Xiangfeng Luo +1Machine LearningEnsemble

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

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

  11. Forty Shades of Blue: Quality-Diversity Alignment via Mode-Conditioned Reinforcement Learning

    Sep 14, 2026Jiayi Yuan, Hangoo Kang, James Jihao Liu +4DiversityLarge Language Model Alignment

  12. 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 +2Agent DecisionsMulti-Agent Systems

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

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

  14. Diversity of EML-type operators

    Sep 10, 2026Andrzej OdrzywołekActivation FunctionsNeural Operators

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

    Sep 9, 2026Eli SchwartzOptical Character RecognitionEnsemble

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

    Sep 9, 2026Junwon Ko, Dong-Jae Lee, Minchan Kwon +2LLM Post-Training MethodsDirect Preference Optimization

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

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

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

    Sep 7, 2026Peng Xie, Amr AlanwarTraining Language ModelsCognitive Science

  19. ESPO: Error-Structured Prompt Optimization via Diagnose, Diversify, and Stabilize

    Sep 3, 2026Lihao Liu, Peng Tang, Kunwar Yashraj Singh +1Automatic Prompt OptimizationInstruction-Tuned Models

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

    Sep 3, 2026Ross Tieman, Evan MarkouDiversityGenerative Processes

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

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

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

    Sep 1, 2026Jingshen Zhang, Shaoyang Xu, Wenxuan ZhangLarge Language Model AlignmentLarge Language Model Bias

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

    Aug 31, 2026Émiland Garrabé, Mahdi Khoramshahi, Stéphane DoncieuxRobot SystemsDiversity

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

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

  25. Influence-Directed Distillation: Solving the Diversity Bottleneck in Sampled-Token On-Policy Distillation

    Aug 30, 2026Run Yang, Runpeng Dai, Jie Sun +5On-Policy DistillationOntology-Amplified Distillation

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

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

  27. Enhancing Bayesian Optimization and Active Learning Through Kernel Diversity

    Aug 25, 2026Heng Zhang, Haotian Xiang, Konstantinos D. Polyzos +2Bayesian OptimizationHyperparameter Optimization

  28. 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

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

    Aug 13, 2026Peng Ling, Yingda Yin, Lingting Zhu +5Visual Token PruningPruning

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

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

  31. 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

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

    Aug 12, 2026Siheng Xiong, Ali Payani, Oguzhan Gungordu +1Skill EvolutionRecursive Self-Improvement

  33. One Frozen Simulator Is Not Enough: Simulator Collapse in Multi-Agent RL

    Aug 12, 2026Simon Yu, Nicholas Tomlin, Marwa Abdulhai +7Multi-Agent SimulationsSimulation-Based Reinforcement Learning

  34. DUET: A Diversity-Quality Duet of Distillation Experts for Two-Step Video Generation

    Aug 10, 2026Zian Li, Litong Gong, Borui Liao +6Pre-Trained Video Diffusion ModelsAsymmetric Distillation

  35. Test-Time Augmentation for LLMs: When Input Diversity Beats Output Diversity at Matched Compute

    Aug 10, 2026Nikita Kozodoi, Zainab Afolabi, Jack ButlerSynthetic Data AugmentationInference Cost

  36. Discovering Diverse Planning Policies for Multimodal Embodied Agents with Quality-Diversity Optimization

    Aug 9, 2026Pengfei Xu, Yong Liu, Xiaoya Nan +2Classical PlanningMultimodal Agents

  37. Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify

    Aug 8, 2026Ibne Farabi Shihab, Fariya AfrinReliable Medical Process-Level Reward Model Evaluation FrameworkStress Testing

  38. CreativeInstruct: Scalably Teaching LLMs to Balance Quality, Creativity, and Diversity

    Aug 7, 2026Ananya Sahu, Mohit Bansal, Elias Stengel-EskinCreativityDiversity

  39. Evolving Parallel Algorithm Portfolios via Potential-Aware Instance Generation with LLMs

    Aug 7, 2026Shaofeng Zhang, Shengcai Liu, Zhiyuan Wang +1Portfolio OptimizationLlm-Based Optimization Modeling

  40. Agreement Before Diversity: Verification-First Complementarity for Heterogeneous Language-Model Coordination

    Aug 5, 2026Ruitong Li, Binjie Guo, Aisheng Mo +3DiversityAgreement

  41. LiveEvalBench: Toward Open-World Evaluation for Web Generation

    Aug 4, 2026Yiyao Wang, Zhen Wen, Yinghao Tang +5Evaluation BenchmarksDiversity

  42. On the Diversity of Analogy Making in Large Language Models

    Aug 4, 2026Yuanhao Shen, Daniel Xavier de Sousa, Caio César Sifuentes Barcelos +2AnalogyDiversity

  43. Diversity is Not Ambiguity: Toward Accurate and Efficient Ambiguity Detection for Open-Domain QA

    Aug 4, 2026Jiwon Lee, Yong-chan Park, Jungin Hong +1DisambiguationDiversity

  44. DiverseDiT++: Quantifying, Analyzing, and Promoting Representation Diversity in Diffusion Transformers

    Aug 4, 2026Binglei Li, Mengping Yang, Zhiyu Tan +4Multimodal Diffusion TransformersImagenet

  45. Environmental resilience via morphological diversity within machines

    Aug 3, 2026Alice Hein, Josh BongardResilienceCollective Behaviors

  46. Breaking Diversity Collapse in Spiking Pseudo-Ensembles for Efficient OOD Detection in Remote Sensing

    Aug 2, 2026Srinivas Anumasa, Rushi Shah, Qiran Zou +1Spiking Neural NetworksOut-Of-Distribution Detection

  47. Sixteen models, fewer than two voices: measuring ensemble dispersion where no answer is uniquely correct

    Jul 31, 2026Mario Vega-Barbas, Lidia Mora-Valenciano, Iván Pau +2DiversityDisagreement

  48. Persistent Gaussian Perturbations Prevent Oversmoothing in Recurrent Graph Neural Networks

    Jul 30, 2026Mostafa Haghir ChehreghaniGraph Neural NetworksRecurrent Neural Networks

  49. AI and Its Impact on Creativity and Diversity: An Empirical Study of LLM-Generated Product Ideas

    Jul 30, 2026Christian Terwiesch, Lennart Meincke, Karan Girotra +3IdeasCreativity

  50. Surrogate assisted diversity estimation in neural ensemble search

    Jul 29, 2026Alexandr Udeneev, Petr Babkin, Oleg BakhteevNeural Architecture SearchEnsemble

  51. Human diversity fuels collective creativity that large language models cannot simulate or sustain

    Jul 29, 2026Mengchen Dong, Hiromu YakuraCreativityDiversity

  52. OVEarth-Bench: Evaluating Category Breadth and Query Diversity for Open-Vocabulary Earth Observation

    Jul 29, 2026Kaiyu Li, Zepeng Xin, Zixuan Jiang +4Cloud-Aware Earth Observation SequencesOpen-Vocabulary

  53. Parameterized Fair Resource Allocation under Diversity Constraints

    Jul 29, 2026Keke Huang, Yik Yu Ng, Laks V. S. Lakshmanan +1Diversity

  54. MAPLE: Efficient and Diverse Multi-Alpha Generation for Portfolio Construction

    Jul 27, 2026Yu-Chen Den, Kuan-Yu Chen, Kendro Vincent +1Portfolio OptimizationMarket

  55. The Zero Pattern of a Design Matrix Drives Multiple Descent in Over-parameterized Regression

    Jul 27, 2026Kevin Han Huang, Haoyu Ye, Somak Laha +1Over-Parameterized Neural NetworksCovariance Estimation

  56. Manifold-Constrained Noise Optimization for Diverse Diffusion Sampling

    Jul 27, 2026Qitan Shi, Cheng Jin, Ziyuan Liu +1Diffusion SamplingText-To-Image Diffusion Models

  57. Controllable Diversity in Normalization-Based Implicit Ensembles via Softmax-Temperature Modulation

    Jul 26, 2026Mihai Suteu, Ovidiu SerbanEnsembleGumbel-Softmax Relaxation

  58. Covariance Last-Layer Ensembles: Function-Space Diversity for Efficient Uncertainty Quantification

    Jul 26, 2026H. Martin Gillis, Isaac Xu, Gabriel Spadon +1EnsembleCovariance Estimation

  59. IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation

    Jul 24, 2026Varun Gumma, Navonil Majumder, Soumitra Sinhahajari +1IdeasAutoresearch

  60. Rethinking Multi-Branch and Cross-Backbone Fusion for Vehicle Re-Identification under Foundation-Model Pretraining

    Jul 24, 2026Yu Wang, Hongyu YangRe-IdentificationResnet-18