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LIVE · 2026-09-03 05:40 UTC

training-free 16 papers this week · -11% WoW

papers mentioning "training-free" in title/abstract · 30d window

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Latest Papers

#TitleAuthorsCatDate
1RVSD: Retrieval Vision Sparse Decoding for Mitigating Visual Hallucinations in Large Vision-Language ModelsCanjie Liu, Jiawen Kang, Jinbo Wen +1cs.CV2026-09-02
2Query Rewriting for Complex Object Segmentation in 4D Gaussian RepresentationsThanh-Khoi Nguyen, Thien-Phuc Tran, Minh-Triet Trancs.CV2026-09-02
3ViSAR: Training-Free Adaptive-$k$ Retrieval for Visual Document Question AnsweringAdrien Mialland, Marc Plantevit, Julien Gallois +1cs.IR2026-09-02
#4Signal or Noise? Auditing Rotation-Induced Saliency Drift in Medical and Aerial ImagingKhawaja Murad ul Hassan, Mehran Ebrahimics.CV2026-09-02
#5GeoSPRINT: Geometric Redundancy-Aware Step Pruning for Inference in Diffusion TrajectoriesArpita Joshics.LG2026-09-02
#6IDEEA: training-free Input-Dependent stEEring via Activation cluster matchingZheng Wang, Muchen Li, Renjie Liao +1cs.CL2026-09-02
#7DPA: Decoupling Product-Agnostic Anomaly Representations for Zero-shot Anomaly GenerationHang Yao, Yansheng Fu, Ming Liu +4cs.CV2026-09-02
#8SelfLift: Accelerating Few-Step Diffusion via Self-Recovering Resolution TransitionTingyan Wen, Chenqian Yan, Xurui Peng +4cs.CV2026-09-02
#9HeadWiseKV: Budgeted Per-Head Cache Residency for Hybrid Long-Context Language ModelsRenjie Xie, Juncheng Yang, Aoting Hu +4cs.AI2026-09-02
#10Linear Fusion MultiDiffusion for Fast Training-Free Spherical Panorama GenerationAkio Hayakawa, Yusuke Mukuta, Tatsuya Haradacs.CV2026-09-02
#11GAPS: Dimension-Level Gates for Conditional Activation SteeringMoghis Fereidouni, Muhammad Umair Haider, Hassan Sajjad +1cs.CL2026-09-01
#12CAT-Flow: Curvature-Adaptive sTeps for Flow MatchingQinchan Li, Pedro Cisneros-Velarde, Keru Fu +3cs.LG2026-09-01
#13AutoConcept: Training-Free Concept-Guided Reranking for Metadata-Available Composed Image RetrievalTianyu Wang, Tianjiao Wucs.IR2026-09-01
#14IntroConformal: Conformal Factuality Guarantees for Large Vision-Language Models via Introspective SignalsMd. Atabuzzaman, Christian Alexander, Chris Thomascs.CV2026-09-01
#15MIDR: Enrichment-Augmented Indexing for Multimodal Document RetrievalDebanjan Mahata, Atharva Tendle, Daniel Preotiuc-Pietro +2cs.IR2026-09-01
#16GazeRefine: Expert Gaze as a Test-Time Prompt for Training-Free Medical Image SegmentationMohammed Oussama Benyahia, Marouane Tliba, Mohamed Amine Kerkouri +10eess.IV2026-09-01
#17TimeSteer: Inference-Time Speech Scheduling in Joint Audio-Visual Diffusion ModelsChao Zhou, Yiling Chen, Qi Chu +3cs.CV2026-09-01
#18Making Prospective Memory SLM-Shaped: Typed Intention Stores for Small-Model AgentsJinqing Zhao, Chengcan Wucs.AI2026-09-01
#19S$^2$Prune: Spatially Structured Visual Token Pruning for Multimodal Large Language ModelsYuanyuan Jia, Shunpu Tang, Qianqian Yangcs.CV2026-09-01
#20Compressing AI Traffic: Standardized Neural Network Coding of Visual-Token Representations in Split Vision-Language InferenceReza Heidari, Hamed R. Tavakoli, Juho Kannalacs.CV2026-09-01
#21From Truncation to Commitment: Persistent Context in Uniform Discrete DiffusionSatoshi Hayakawacs.LG2026-09-01
#22Phrase-Localized Language-Contrastive Guidance: Training-Free Localized Accent Control for Code-Switching Text-to-SpeechChe Hyun Lee, Sangkwon Park, Donghun Kang +4cs.CL2026-09-01
#23SinkPruner: Sink-Free Visual Token Pruning for Multimodal Large Language ModelsShiyu Li, Zi-Yuan Hu, Shijia Huang +3cs.CV2026-09-01
#24PredErase: Training-Free Object-and-Effect Removal with Predictive Latent GuidanceWaikit Xiu, Qiang Lu, Junbiao Chen +1cs.CV2026-09-01
#25ASSERT: Adaptive Stochastic Sampling for Robust Diffusion Models on Analog Compute-in-Memory HardwareYuannuo Feng, Yizhe Chen, Wenshuai Yao +4cs.CV2026-09-01
#26CERF: Communication-Efficient and Retraining-Free Collaborative PerceptionJiuwu Hao, Ziyi Ni, Liguo Sun +5cs.CV2026-09-01
#27On-the-Fly3R: Towards Robust Online 3D Reconstruction with Feed-Forward 3R Models for Large-Scale UAV ScenariosZhe Shen, Liyuan Lou, Yifei Yu +4cs.CV2026-09-01
#28CacheBridge: Efficient Cross-Model KV Cache TransferXingyu Qu, Siyuan Lu, Zhiyu Chen +2cs.AI2026-09-01
#29Training-Free Inpainting Across Domains with a Frozen Text-to-Image Diffusion ModelZhenhuan Wang, Fengyi Yuancs.CV2026-09-01
#30VOIM: Training-Free Open-Vocabulary 3D Instance Mapping for RGB-D and Monocular SLAMSangmin Song, Sarath Kodagoda, Marc G. Carmichael +4cs.CV2026-09-01
#31Escaping Redundant Reasoning: Structure-Aware Search for Inference-Time LLMsLu Chengcs.AI2026-09-01
#32SCoNE: Selective Context-aware Neuron Editing for Robust Retrieval-Augmented GenerationChaewon Kim, Seo Yeon Parkcs.CL2026-09-01
#33From Saliency to Discriminability: Rank-Preserving Visual Token Pruning for VLM RerankersSiyi Liu, Hanjun Yang, Chenchen Zhang +7cs.IR2026-09-01
#34Beyond Token Positions: Safety Alignment Across Denoising Steps in Diffusion Language ModelsGuoli Wang, Haonan Shi, Tu Ouyang +1cs.CL2026-08-31
#35SlideBank: A Persistent Hierarchical Evidence Bank for Consistent Whole-Slide ReasoningBeidi Zhao, Gexin Huang, Ciro Zhang +6cs.AI2026-08-31
#36LOOMSUM:Weaving Quantitative and Narrative Evidence for Faithful Long Text-Table SummarizationMeng Zhou, Wenhao You, Wei Yuancs.CL2026-08-31
#37From Intent to Evidence: Policy-Steered Multi-Strategy Retrieval for Long-Video AgentsCan Zhang, Baofeng Zhang, Xiaotian Han +5cs.CV2026-08-31
#38LOCI: A Locator-Critic with Refinement LoopWalid Bousselham, Mathilde Caron, Arsha Nagrani +1cs.CV2026-08-31
#39Faster Than Flash: Exploiting Attention Sparsity for Efficient Long-Context DecodingZhigeng Liu, Zhiyuan Ning, Ruixiao Li +5cs.LG2026-08-31
#40CARVE: Verified Expansion for Variable-Length Generation in Diffusion Language ModelsWail Bouhedja, Amr Mohamed, Guokan Shangcs.AI2026-08-31
#41VCAR: Training-Free 3DGS Segmentation via View Completeness and Axis-Aware Boundary RefinementKun Cao, Di Wang, Haibin Zhu +4cs.CV2026-08-31
#42TopoCompress: Long Context Compression via Graph-Wired Semantic TrajectoriesDaniel Agyei Asante, Yang Lics.CL2026-08-31
#43VisLens: Single-Pass Interpretable Visual Search for Multimodal LLMsJingyi He, Sanghwan Kim, Zeynep Akatacs.CV2026-08-31
#44CANVAS: Consistency-Aware Navigation via Visual Adaptive Sampling for Long-Context Text-to-SVG GenerationYichen Wu, Haoxuan Qu, Yihang Lou +2cs.CV2026-08-31
#45Reading the News: Adapting Large Language Models to Swedish Journalism Through Continued Pre-TrainingLukas Borggren, Jenny Kunz, Marco Kuhlmanncs.CL2026-08-31
#46VisER: Visual Evidence and Reliance for Object Hallucination Detection in LVLMsAfsaneh Hasanebrahimi, Hanxun Huang, Christopher Leckie +1cs.CV2026-08-31
#47RSLM: Training-Free Vector Quantization for Approximate Nearest Neighbor SearchRastislav Lenhardt, Teodora Dobos, Thomas Vecchiato +2cs.LG2026-08-31
#48Dynamic Hub-and-Spoke Memory for Streaming Video UnderstandingXinru Jiang, Lin Zhao, Xi Xiao +7cs.CV2026-08-31
#49Amortized Anchor Refinement for Deployable Continuous-Time 4D Gaussian ReconstructionJingong Chen, Qingwen Zhang, Sanghyeon Jun +3cs.CV2026-08-31
#50ALTSTEER: Selective Safety Steering for Moving Beyond Hard Refusals to Constructive AlternativesHoejoon Kwon, Byeonggeuk Lim, Kahyeon Kim +1cs.CL2026-08-31

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