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LIVE · 2026-09-17 05:40 UTC

sampling 14 papers this week · +36% WoW

papers mentioning "sampling" in title/abstract · 30d window

Latestcs.CLcs.LGcs.AIcs.CV

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Latest Papers

#TitleAuthorsCatDate
1A Convergence Framework for Deep $V$-Learning: Error Propagation and Sharp Action-Gap BoundsYury Kolomeytsevcs.LG2026-09-16
2Version- and Scope-Aware Question Answering over Normative Documents: A Deployed System and an End-to-End Evaluation at Production ScaleLiuyin Wang, Shuaipeng Jin, Jiwei Shi +1cs.AI2026-09-16
3VibeAvatar: Aligning Phonetic Kinematics and Human Aesthetics for High-Fidelity Talking Avatar SynthesisQilin Wang, Mingyu Li, Hao Tangcs.CV2026-09-16
#4Semantic-ITC: A Frame-wise Indoor Mobile Laser Scanning Dataset and Benchmark for Semantic SegmentationHaiyang Wu, Muhammad Affan, George Vosselman +1cs.CV2026-09-16
#5Beyond Random Couplings: Contrastive Noise Alignment in Generative FlowsLennart Wittke, Vinicius Azevedocs.CV2026-09-16
#6Spatially Adaptive Noise InjectionFrantzeska Lavda, Maciej Falkiewicz, Van Khoa Nguyen +1cs.LG2026-09-16
#7GYROval: A Robust Benchmark for Cultural Value Orientation in Large Language ModelsAlexander Didenko, Anna Shabanova, Vladislav Zapylikhin +2cs.HC2026-09-16
#8Preservation of Log-Concavity and Convergence of Wasserstein-Fisher-Rao Gradient FlowsFrancesca Romana Crucinio, Sahani Pathirajastat.ML2026-09-16
#9TACTICS: Taxonomy-Aware Intelligent Corpus Sampling for Machine TranslationPrasanth Bathala, Anubhav Shrimal, Sukhdeep Singh Kharbhanda +2cs.CL2026-09-16
#10Bracketing Uncertainty in Clustering Under the Manifold HypothesisSavik Kinger, Luciano Dyballa, Steven W. Zuckerstat.ML2026-09-15
#11Can VLMs Reliably Assess Sidewalk Accessibility Attributes from Pedestrian-Level Imagery?Seung Jae Lieu, Diego Morra, Chiara Cadoni +3cs.CV2026-09-15
#12The Inference Engineering Pareto Atlas: Which Optimizations Dominate the Cost, Quality, and Latency Frontier?Srikanta Datta Tumkur, Jay Iyer, Mehar Simhadri +3cs.AI2026-09-15
#13METALICA: METAdynamics and repLICA exchange for enhanced diffusion samplingAlireza Omidi, Jiajun He, Jörg Gsponer +1stat.ML2026-09-15
#14Machine learning kinetics from molecular dynamics dataJonathan Weare, Aaron R. Dinnerphysics.comp-ph2026-09-15
#15Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to AgentsCaiqi Zhang, Xiaochen Zhu, Chengzu Li +3cs.CL2026-09-15
#16Accelerating Diffusion Sampling via Speculative Draft TreesMarcello Bullo, Yanxiao Liu, Öykü Sıla Güner +2cs.LG2026-09-15
#17Learning-Guided Planning in Large Dynamic Action Spaces: Budgeted Tree Search for One-to-Many Mobile ChargingLiang-Ching Tao, Pi-Chung Wangcs.LG2026-09-15
#18Type-IV Code Clone Detection via Layer-Wise Non-Contrastive Representation LearningLuciano Marchezan, Kevin Delcourt, Eugene Syriani +1cs.SE2026-09-15
#19Quantum-Inspired Trainable and Parameter-Efficient Tensor Networks for Image InpaintingShiwen An, Konstantinos Slavakiseess.IV2026-09-15
#20Video-HolmesV2: Can MLLMs Reason with Spatio-Temporal Audio-Visual Evidence in Long Videos?Zhaoyang Wei, Zipeng Wang, Yushe Cao +10cs.CV2026-09-15
#21LoopSpec: Pipelined Self-Speculative Decoding for Looped TransformersSangLyul Cho, Langqing Cui, Sehoon Kim +2cs.LG2026-09-15
#22IRENE: A Convolutional GRU Ensemble Model for Radar Precipitation Nowcasting over ItalyAlessandro Camilletti, Gabriele Franch, Elena Tomasi +1cs.LG2026-09-15
#23MUMINS: Metadata-conditioned Uncertainty-aware Medical Image Next-state SynthesisAnna Oliveras, Roger Marí, Rafael Redondo +7cs.CV2026-09-15
#24High-Fidelity Video Quality Assessment with VQA-Specific SaliencyHakan Emre Gedik, Shashank Gupta, Alan Bovikcs.CV2026-09-15
#25MedPCFM-TED: One-Step Point Cloud Flow Matching for Implant Generation via Teacher-Guided Endpoint DistillationKamil Kwarciak, Marek Wodzinskics.CV2026-09-15
#26When Confidence Signals Disagree: Local and Global Confidence in Autoregressive Language ModelsJulio C. Amador Diaz Lopezcs.LG2026-09-15
#27NeuroTS-Net: Multi-Class Semantic Segmentation of Pediatric Brain Tumors in Multi-Modal MRIDarius Peteleaza, Razvan-Gabriel Dumitru, Bogdan Neamtu +3cs.CV2026-09-15
#28Measuring Annotation Efficiency for Handwritten Devanagari Recognition: Sample-Complexity Curves for Four Pretraining RegimesManglesh Kumar Pandey, Sumit Kumar Banshalcs.CV2026-09-15
#29HLC-GS: Risk-Map-Guided Height-Layer Consistency Gaussian Splatting for DSM Reconstruction from Optical Satellite ImageryJie Yang, Yingdong Pi, Qiyan Luo +3cs.CV2026-09-15
#30Efficient 3D Whole-Body PET Image Denoising via Conditional Rectified Flow With Optimized Sampling StrategyJiale Shen, Guolin Wang, Chenhao Wang +3cs.CV2026-09-15
#31FLAT: Resampling Image and Text into 1D Flexible-Length Aligned Transmodal Tokens for Retrieval and GenerationGuangyu Sun, Shlok Kumar Mishra, Wentao Bao +8cs.CV2026-09-15
#32AsyncCouple-Flow: Asynchronous Cross-Modal Coupling and Flow Matching for Spatio-Temporal ForecastingZhixiang Wu, Yining Liu, Bo Zhao +4cs.LG2026-09-15
#33FlowATC: Aircraft Trajectory Prediction via Flow MatchingMathurin Petit, Emir Torun, Louis Brusset +2cs.LG2026-09-15
#34QALPA: Property-guided diffusion modeling for efficient exploration of chemical spaces of flexible moleculesMichael Hanna, Julian Cremer, Zekiye Erarslan +1physics.chem-ph2026-09-15
#35Early-Bird Decoding: Accelerating Diffusion LLMs with Learnable Block Sizes and Parallel SamplingLixuan Wei, Wei Zhou, Jianwen Wu +3cs.CL2026-09-15
#36Implementing a White-Box Undetectable Backdoor for Random Fourier FeaturesMichael Collins, Jada Cumberland, Brianne Dunn +3cs.CR2026-09-14
#37ParsHate: A Benchmark Dataset for Hate and Target Detection in PersianZahra Bokaei, Walid Magdy, Bonnie Webbercs.CL2026-09-14
#38Fast-Convergent Meta-RL via Gradient-Clustered BS Sampling for Edge CachingFarnaz Niknia, Ping Wangcs.NI2026-09-14
#39Mini-batch Sampling Strategies for Long-Tailed Image Classification: An Empirical Study on CIFAR-100-LTSiyu Yuanstat.ML2026-09-14
#40Generative models for simulation based filtering: Formulations and Empirical ComparisonsMohammad Al-Jarrah, Wei Deng, Bamdad Hosseini +1cs.LG2026-09-14
#41Robust Fault Detection in Mechanical Multimodal Time Series via Self-Supervised Cross-Modal ReconstructionMagnus Munk Jensen, Dorte Hammershøi, Rafał Wiśniewski +1cs.LG2026-09-14
#42Efficient One-to-Many Translation with Joint Multi-Stream DiffusionYiwen Guan, Jacob Whitehillcs.CL2026-09-14
#43Towards Surrogate Based Dequantization of Quantum Reinforcement LearningPablo Rodriguez-Grasa, Sofiene Jerbi, Mikel Sanz +1quant-ph2026-09-14
#44A Sentinel-2 benchmark dataset for deep-learning active-fire segmentation across 25 California wildfiresShreyan Mitra, Mohammadreza Narimani, Parastoo Farajpooreess.IV2026-09-14
#45Discrete Beckmann Transport Models for One-Step Language Modeling and ReasoningSophia Tang, Shiyi Wangcs.LG2026-09-14
#46Quenched Ensemble SamplingDavid Yallupstat.ML2026-09-14
#47Thin-shell stability of Gaussian cooling: logconcave sampling with sesteric complexity from a cold startYunbum Kook, Santosh S. Vempalacs.DS2026-09-14
#48LynnReal-Omni: Native multi-modal Video Generation for Agentic Visual WorkflowsXiaofeng Mao, Peijia Lin, Shaohao Rui +3cs.CV2026-09-14
#49Before You Poll with LLMs: A Deliberative Diagnostic FrameworkAhmed Wali, Hassaan Tayyabcs.CL2026-09-14
#50Solving Finite-sum Coupled Compositional Optimization via Multi-block-Single-probe EstimatorWei Jiang, Sifan Yang, Yibo Wang +2cs.LG2026-09-14

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