Label-Free

Momentum

12 papers in the last four weeks, up 140% on the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28

Latest papers 40

All topics
CardsList
  1. MEND: Label-Free Detection, Localisation, and Correction of Latent Hallucination in World Models

    Sep 30, 2026Ali J Alrasheed, Aryan Yazdan Parast, Basim Azam +2Latent World ModelsWorld Models

  2. K2P: Label-Free Knowledge to Prompt Distillation

    Sep 30, 2026Yingchuan Zhang, Haoran Lu, Wenxuan Zhong +1Knowledge DistillationTeacher

  3. AssayRouter: Historical Utility Priors for Frozen Molecular Predictor Routing

    Sep 29, 2026Dong Xu, Zhangfan Yang, Jiantao Wu +5Molecular Property PredictionLabel-Free

  4. CAT-Free: Multi-View Pedestrian Localization without Calibration, Annotations, or Target-Scene Training via Adaptive Geometric Filtering

    Sep 28, 2026Taigo Sakai, Hiroki Kouno, Naoki Kato +1LocalizationPedestrian

  5. Six Layers Less: Encoder Pruning for Whisper with Label-Free Recovery

    Sep 23, 2026Rasmus Aagaard, Nicki Skafte DetlefsenEncodersDecode Speedup

  6. Look Where It Counts: A Free, Label-Free Visual Evidence Signal for Fine-Grained Vision-Language Reasoning

    Sep 21, 2026Santi Ram Tiwari, Nihal Naik, Devbrat Pandey +1Fine-Grained PerceptionRecent Vision-Language Models

  7. Radio Frequency Detection and Classification of Microplastics in Water

    Sep 17, 2026Jaden Tolbert, Md Saiful Islam, Pingshan WangLabel-FreeWater

  8. SenseFuse: Label-Free Fusion of Image and Shape Encoders for Open-Vocabulary 3D Instance Segmentation

    Sep 17, 2026Euiseok Han, Tri Ton, Hwanhee Kim +2Open-Vocabulary 3D SegmentationAdm-Fusion

  9. Physics as the label for measuring and correcting materials reasoning in multimodal models

    Sep 14, 2026Hasan Kurban, Rasul Khanbayov, Mustafa KurbanMaterialsPhysics-Aware Models

  10. Diagnosing Temporal Misalignment in Multichannel Time-Series Classification with Minimum Description Length

    Sep 13, 2026Sebastian Buschjäger, Michael Frichert, Daniel Kuhse +1Time-Series ClassificationTime Series

  11. 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

  12. UnitBoost: Managing Compound LLM Systems with a Merge Operator, Not a Model

    Sep 9, 2026Xing Zhang, Guanghui Wang, Yanwei Cui +2BoostingLabel-Free

  13. Verdict Instability of OOD Scores under Reference Resampling

    Sep 1, 2026Donghoon Lee, Shinjin KangVerdictScores

  14. Admission Without Answers: Label-Free Certification and Experience Learning for LLM-Based Optimization Modeling

    Aug 16, 2026Junbo Jacob Lian, Huiling Chen, Hanzhang Qin +1AdmissibilityOptimization Modeling

  15. How Far from Clinical Deployment? Evaluating the Complete Unsupervised Domain Adaptation Pipeline in Medical Imaging

    Aug 12, 2026Yiheng Xiong, Luisa Gallée, Daniel Santak Wolf +2Domain AdaptationMedical Imaging Datasets

  16. Label-Free Parkinson's Disease Screening from Face and Voice through Mechanistic Interpretability

    Aug 10, 2026Jiaheng Su, Yu SunDiseaseScreening

  17. Revealed Rationality: Label-Free Evaluation and Regularization from Representation Theorems

    Aug 5, 2026Isaiah AndrewsRationalityArtificial Intelligence Alignment

  18. Global Optimization and Inference-Time Region Grafting for Agentic Workflows

    Aug 3, 2026Donghyeok Koh, Gyuwan Kim, Jinyeong Bak +4Agentic WorkflowsAgentic Inference

  19. RamanPFN: learning from Raman spectral structure with a tabular foundation model

    Aug 3, 2026Xingyu Pan, Huan Wang, Jinjia Guo +3RamanSpectral

  20. Towards Practical Algorithm Selection for Unsupervised Domain Adaptation in Medical Imaging

    Jul 30, 2026Yiheng Xiong, Luisa Gallée, Daniel Santak Wolf +2Domain AdaptationMedical Imaging Datasets

  21. Label-Free Finite-Volume-Residual Training of Attention Graph Neural Networks for Coupled Thermo-Fluid Fields

    Jul 22, 2026Tianyu Li, Zhiwei Cao, Qingang Zhang +3Computational Fluid DynamicSurrogate Models

  22. Scaffold splits hide structural-frontier failures in ADMET models

    Jul 12, 2026Jiacheng Zheng, Chang Guo, Zixuan Wang +1Molecular Property PredictionLabel-Free

  23. Co-Adaptive Multi-Task LoRA: Transfer-Aware, Label-Free Control of Domain Participation

    Jul 3, 2026Wei Zhang, Lin Tang, Ming Zhao +1Domain AdaptationTraining-Side Stage-Aware Low-Rank Adaptation

  24. LISE : Listenable Interpretable Speaker Embeddings

    Jun 19, 2026Xiaoliang Wu, Chongxin Gan, Ke Liu +2Automatic Speaker VerificationSpeaker

  25. S2^2COPE: Self-Supervised Concept Discovery via Preference Learning

    Jun 12, 2026Shilong Xiang, Zirui Zhang, Chengzhi MaoUnsupervisedPreference Learning

  26. Operadic consistency: a label-free signal for compositional reasoning failures in LLMs

    Jun 11, 2026Nathaniel Bottman, Yinhong Liu, Kyle RichardsonLLM Reasoning StrategiesSelf-Consistency

  27. Who Needs Labels? Adapting Vision Foundation Models With the Metadata You Already Have

    Jun 3, 2026Elouan Gardès, Seung Eun Yi, Kartik Ahuja +6Domain AdaptationRecent Vision Foundation Models

  28. The Language of Elution: Autoregressive Prediction of the Next Feature in Untargeted LC-HRMS Lipidomics

    Jun 2, 2026Dayanjan S. WijesingheTandem Mass SpectraMetabolic

  29. SCENT: Aligning Mass Spectra with Molecular Structure for Olfactory Perception

    May 26, 2026Ziqi Zhang, Eunyeong Jin, Miguel Vasco +6Tandem Mass SpectraSmells

  30. Learning to Evaluate: Cost-Effective Model Evaluation on Unlabeled Data with Meta-Learning

    May 22, 2026Trinh Pham, Viet Huynh, Hongzhi Yin +2Model EvaluationUnlabeled Data

  31. Towards Label-Free Single-Cell Phenotyping Using Multi-Task Learning

    May 14, 2026Saqib Nazir, Ardhendu BeheraAcute Myeloid LeukemiaPhenotypes

  32. Disentangling Damage from Operational Variability: A Label-Free Self-Supervised Representation Learning Framework for Output-Only Structural Damage Identification

    Apr 21, 2026Xudong Jian, Charikleia Stoura, Simon Scandella +1VibrationStructural Damage

  33. VCE: A zero-cost hallucination mitigation method of LVLMs via visual contrastive editing

    Apr 21, 2026Yanbin Huang, Yisen Li, Guiyao Tie +6Hallucination MitigationObject Hallucination

  34. GenShin: Guiding Rational Liposome Design by Ranking Liposomal Protein Corona through a Docking-Pose-Free GNN

    Mar 16, 2025Pingfei Zhu, Hongyi Liu, Xueyan Liu +2Label-FreeGraph Neural Networks