MMODELYST
Literature

Papers

Showing 1,001–1,100 of 1,326 notable papers
PaperTopicAuthorsPublishedHF ▲
MeshWeaver: Sparse-Voxel-Guided Surface Weaving for Autoregressive Mesh GenerationCodeJiale Xu +2Jun 3, 20265
BraveGuard: From Open-World Threats to Safer Computer-Use AgentsVision & multimodalYunhao Feng +15Jun 2, 20265
BenchEvolver: Frontier Task Synthesis via Solution-Centric EvolutionCodeYangzhen Wu +12May 31, 20265
Stable-Layers: Fine-Tuning Image Layer Decomposition Models with VLM-Scored Reinforcement LearningVision & multimodalCiara Rowles +4May 28, 20265
Conditional Hypothesis Generation for LLM-Based Text Analysis with Researcher-Specified CovariatesSafety & alignmentPaiheng Xu +2Jun 2, 20265
Mitigating Perceptual Judgment Bias in Multimodal LLM-as-a-Judge via Perceptual Perturbation and Reward ModelingVision & multimodalSeojeong Park +5Jun 1, 20265
Efficient and Scalable Provenance Tracking for LLM-Generated Code SnippetsCodeAndrea Gurioli +4May 27, 20265
Breaking the Chains of Probability: Neutrosophic Logic as a New Framework for Epistemic Uncertainty in Large Language ModelsData & benchmarksMaikel Yelandi Leyva-Vázquez +1May 22, 20265
Understanding Data Temporality Impact on Large Language Models Pre-trainingCodeHippolyte Pilchen +4May 21, 20265
Representation over Routing: Diagnosing Temporal Routing Pathologies in Multi-Timescale PPOVision & multimodalJing SunMay 30, 20265
Injecting Image Guidance into Text-Conditioned Diffusion Models at InferenceImage & video genAgata Żywot +6May 24, 20265
Decoupling Communication from Policy: Robust MARL under Bandwidth ConstraintsAgentsAlexi Canesse +3May 20, 20265
From RGB Generation to Dense Field Readout: Pixel-Space Dense Prediction with Text-to-Image ModelsImage & video genZanyi Wang +4Jul 9, 20264
Trust Region Policy DistillationEfficiency & systemsZhengpeng Xie +3Jul 6, 20264
PhyMRI-SR: Toward Physics-Aware MRI Image Super-ResolutionScience & bioLihua Wei +6Jul 7, 20264
Flash-BoN: Instant Drafts for Inference-Time Scaling in Diffusion ModelsImage & video genRuchit Rawal +7Jul 5, 20264
Where to cut, how deep: BPE and Unigram-LM on chemistry SMILESVision & multimodalHunter HeidenreichJul 6, 20264
Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive AlignmentSpeech & audioAnisha Pattanayak +4Jul 3, 20264
SynCity 3000: Bootstrapping Scene-Scale 3D DiffusionImage & video genPaul Engstler +3Jul 6, 20264
Speaker-Aware Temporal Aggregation Strategies on Segment Representations for Depression Detection in Dyadic Interaction: A Benchmark StudySpeech & audioAnisha Pattanayak +3Jul 3, 20264
Taste-aware music retrieval from audio embeddingsSpeech & audioMatteo Spanio +1Jul 3, 20264
Scaling Laws for Grid-Based Approximate Nearest Neighbor Search in High DimensionsCodeMatthew J Liu +6Jul 1, 20264
RepoRescue: An Empirical Study of LLM Agents on Whole-Repository Compatibility RescueAgentsZhihao Lin +6Jul 1, 20264
Lexical Consensus: Grounded Word Learning and Shared Meaning in Artificial AgentsVision & multimodalPatricio M. VeraJun 20, 20264
Illuminating Unified Multimodal Model for Free-form Interleaved Text-Image GenerationImage & video genChonghuinan Wang +11Jun 29, 20264
Geometric Stability of Neural Population Codes: Regional Variation, Behavioral Relevance, and Circuit DependenceVision & multimodalPrashant C. RajuJun 28, 20264
One Scene, Two Depths: Probing Geometric Ambiguity in Monocular Foundation ModelsVision & multimodalXiaohao Xu +7Jun 28, 20264
A Gravitational Interpretation of Fine-Tuning ReversionSafety & alignmentSamuele Poppi +1Jun 26, 20264
Large-Scale Tunnel Air-Ground Collaboration With FLISP: Fast LiDAR-IMU Synchronized Path PlannerRoboticsFenghe Guo +6Jun 25, 20264
LLM Program Optimization via Retrieval Augmented SearchCodeSagnik Anupam +2Jun 23, 20264
NormGuard: Reward-Preserving Norm Constraints in Flow-Matching Reinforcement LearningVision & multimodalTianlin Pan +6Jun 26, 20264
To Run or Not to Run: Analyzing the Cost-Effectiveness of Code Execution in LLM-Based Program RepairAgentsZhihao Lin +7Jun 25, 20264
Cluster, Route, Escalate: Cascaded Framework for Cost-Aware LLM ServingSafety & alignmentYasmin Moslem +13Jun 25, 20264
CogniRoute: Learning to Route Social Evidence in Omni-Modal ModelsSpeech & audioYifan Shen +10Jun 18, 20264
When Does Combining Language Models Help? A Co-Failure Ceiling on Routing, Voting, and Mixture-of-Agents Across 67 Frontier ModelsAgentsJosef ChenJun 25, 20264
OpenBioRQ: Unsolved Biomedical Research Questions for AgentsAgentsMinbyul JeongJun 20, 20264
ReMMD: Realistic Multilingual Multi-Image Agentic Verification for Multimodal Misinformation DetectionRoboticsChenhao Dang +4Jun 23, 20264
AGORA: An Archive-Grounded Benchmark for Agentic Workplace Document ReasoningAgentsHonglin Guo +9Jun 23, 20264
Demystifying Training-Time Augmentation for Data-Constrained Language Model PretrainingCodeMichael K. Chen +4Jun 19, 20264
CalVerT: Augmenting Agents with Calibrated Verifier Telemetry Improves Action and Learning in Knowledge-Intensive TasksAgentsAshwin Vinod +2Jun 19, 20264
Distilling Examples into Task Instructions: Enhanced In-Context Learning for Real-World B2B ConversationsSafety & alignmentGuy Rotman +3Jun 14, 20264
Configurable Clinical Information Extraction with Agentic RAG: What Works, What Breaks, and WhyAgentsOsman Alperen Çinar-Koraş +9Jun 17, 20264
Selective Synergistic Learning for Video Object-Centric LearningCodeWonJun Moon +1Jun 14, 20264
Think Again or Think Longer? Selective Verification for Budget-Aware ReasoningSafety & alignmentSajib Acharjee Dip +2Jun 18, 20264
RODS: Reward-Driven Online Data Synthesis for Multi-Turn Tool-Use AgentsAgentsRuishan Fang +3Jun 17, 20264
When Does Trajectory-Level Supervision Permit Efficient Offline Reinforcement Learning?Reinforcement learningXuanfei Ren +1Jun 16, 20264
IndustryBench-MIPU: Benchmarking Multi-Image Attribute Value Extraction for Industrial ProductsVision & multimodalHaonan Qi +11Jun 12, 20264
RepSelect: Robust LLM Unlearning via Representation SelectivityEfficiency & systemsFilip Sondej +2Jun 15, 20264
Visual-Seeker: Towards Visual-Native Multimodal Agentic Search via Active Visual ReasoningVision & multimodalZhengbo Zhang +12Jun 13, 20264
Aligning Quantum Operators with Large Language ModelsLLMs & reasoningRogerio Feris +4Jun 11, 20264
LaWAM: Latent World Action Models for Efficient Dynamics-Aware Robot PoliciesRoboticsJialei Chen +11Jun 14, 20264
Who Flips? Self- and Cross-Model Counterarguments Reveal Answer Instability in LLMsScience & bioNafiseh Nikeghbal +3Jun 14, 20264
AlloSpatial: Agentic Harness Framework for Spatial Reasoning in Foundation ModelsVision & multimodalShouwei Ruan +7Jun 8, 20264
EvoBrowseComp: Benchmarking Search Agents on Evolving KnowledgeAgentsYunhan Wang +4Jun 11, 20264
WEAVER, Better, Faster, Longer: An Effective World Model for Robotic ManipulationRoboticsArnav Kumar Jain +4Jun 11, 20264
Surflo: Consistent 3D Surface Flow Model with Global StateCodeAntoine Guédon +5Jun 11, 20264
Getting Better at Working With You: Compiling User Corrections into Runtime Enforcement for Coding AgentsAgentsYujun Zhou +10Jun 11, 20264
Flash-GMM: A Memory-Efficient Kernel for Scalable Soft ClusteringEfficiency & systemsGal Bloch +4Jun 9, 20264
MaskAlign: Token-Subset Representation Alignment for Efficient Diffusion TrainingImage & video genLianyu Pang +7Jun 7, 20264
MuJoCo-Drones-Gym: A GPU-Accelerated Multi-Drone Simulator for Control and Reinforcement LearningRoboticsManan TayalJun 6, 20264
POISE: Position-Aware Undetectable Skill Injection on LLM AgentsSpeech & audioHaochang Hao +6Jun 6, 20264
ReVision: Scaling Computer-Use Agents via Temporal Visual Redundancy ReductionVision & multimodalAmirhossein Abaskohi +5May 11, 20264
U-TTT: Towards Generalizable PET Image Denoising via Test-Time TrainingCodeZhiwen Yang +6Jun 9, 20264
MilliVid: Hierarchical Latents for Long-Range Consistency in Video GenerationImage & video genIshaan Preetam Chandratreya +6Jun 8, 20264
Emergent Misalignment Can Be Induced by Sycophancy and Reversed via Alignment GatingSafety & alignmentSicheng Wang +8Jun 8, 20264
IR3DE: A Linear Router for Large Language ModelsCodeEros Fanì +1Jun 4, 20264
Optical Reasoning: Rethinking Images as an Expressive Reasoning Medium Beyond TextVision & multimodalYutong Bian +4Jun 8, 20264
Evaluation Cards: An Interpretive Layer for AI Evaluation ReportingSafety & alignmentAvijit Ghosh +39Jun 8, 20264
Robotic Policy Adaptation via Weight-Space Meta-LearningRoboticsChristian Bianchi +6Jun 5, 20264
AsyncWebRL: Efficient Multi-Step RL for Visual Web AgentsVision & multimodalHao Bai +5Jun 4, 20264
Stream3D-VLM: Online 3D Spatial Understanding with Incremental Geometry PriorsVision & multimodalHanxun Yu +6Jun 5, 20264
Entropy as a Structural Prior: How a Log-Barrier on DiT Belief Space Drives Musical Diversity and DevelopmentSpeech & audioZixi Li +1Jun 5, 20264
Towards Retrieving Interaction Spaces for Agentic SearchAgentsShengyao Zhuang +4Jun 5, 20264
A Cookbook of 3D Vision: Data, Learning Paradigms, and ApplicationImage & video genHongyang Du +10Jun 2, 20264
CORE: Contrastive Reflection Enables Rapid Improvements in ReasoningReinforcement learningLinas Nasvytis +5May 27, 20264
Towards Truly Multilingual ASR: Generalizing Code-Switching ASR to Unseen Language PairsSpeech & audioGio Paik +2Jun 4, 20264
Benchmark Everything Everywhere All at OnceVision & multimodalShiyun Xiong +7Jun 4, 20264
SEAOTTER: Sensor Embedded Autoencoding with One-Time Transcode for Efficient ReconstructionRoboticsDan Jacobellis +1Jun 2, 20264
MechVQA: Benchmarking and Enhancing Multimodal LLMs on Comprehensive Mechanical Drawing UnderstandingVision & multimodalQian Kou +6May 29, 20264
DAR: Deontic Reasoning with Agentic HarnessesAgentsGuangyao Dou +3Jun 3, 20264
Access Sets Matter: Budgeting Expert Reads for Scalable Weight-Space Model MergingSpeech & audioYuanyi Wang +7May 28, 20264
GRAIL: Gradient-Reweighted Advantages for Reinforcement Learning with Verifiable RewardsReinforcement learningTej Deep Pala +2Jun 3, 20264
ClawHub Security Signals: When VirusTotal, Static Analysis, and SkillSpector DisagreeVision & multimodalVincent Koc +5May 31, 20264
MindZero: Learning Online Mental Reasoning With Zero AnnotationsVision & multimodalShunchi Zhang +5May 29, 20264
Uniform Diffusion Models Revisited: Leave-One-Out Denoiser and Absorbing State ReformulationImage & video genSamson Gourevitch +6May 21, 20264
Unified Panoramic Geometry Estimation via Multi-View Foundation ModelsCodeVukasin Bozic +6May 25, 20264
Can LLMs Introspect? A Reality CheckRoboticsShashwat Singh +2May 25, 20264
NSF-SciFy: Mining the NSF Awards Database for Scientific ClaimsCodeDelip Rao +3May 25, 20264
STREAM: A Data-Centric Framework for Mining High-Value Task-Oriented Dialogues from Streaming MediaAgentsLiang Xue +5May 24, 20264
EverAnimate: Minute-Scale Human Animation via Latent Flow RestorationImage & video genWuyang Li +6May 14, 20264
Directional Alignment Mitigates Reward Hacking in Reinforcement Learning for Language ModelsReinforcement learningWenlong Deng +6May 24, 20264
MotiMotion: Motion-Controlled Video Generation with Visual ReasoningImage & video genLee Hsin-Ying +5May 21, 20264
Broadening Access to Transportation Safety Data with Generative AI: A Schema-Grounded Framework for Spatial Natural Language QueriesSafety & alignmentMahdi Azhdari +1May 20, 20264
CausalDS: Benchmarking Causal Reasoning in Data-Science AgentsAgentsAndrej Leban +1Jul 9, 20263
A Quantized Native Runtime for On-Device Semantic Audio GenerationSpeech & audioMatteo Spanio +1Jul 9, 20263
Can Dialects Be Steered Like Languages? Sparse Neurons and Distributed Directions in Arabic LLMsSafety & alignmentKareem Elozeiri +6Jul 4, 20263
SceneFrom3D: Geometry-Conditioned Outdoor 3D Scene Generation via View Scheduling with Object-Level ControlOtherGeonung Kim +4Jul 5, 20263
RuleChef: Grounding LLM Task Knowledge in Human-Editable RulesData & benchmarksÁdám Kovács +2Jul 1, 20263
Cross-Space Distillation: Teaching One-Step Students with Modern Diffusion TeachersImage & video genAnh Nguyen +13Jun 30, 20263
Speaker-Disentangled Chunk-Wise Regression for Syllabic TokenizationSpeech & audioRyota Komatsu +3Jul 5, 20263
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