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adaptation 25 papers this week · -21% WoW

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

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#TitleAuthorsCatDate
1SolarWM: Open Data and Scalable Training for Long-Horizon Video World ModelsJunchao Huang, Guian Fang, Shengju Qian +15cs.CV2026-09-02
2PlantC2USeg: Cross-Scale Consistent Pre-Training for Few-Shot Unified Plant Point Cloud SegmentationYu Tian, Xintong Jiang, Jan Franklin Adamowski +2cs.CV2026-09-02
3Measurement-Driven Sub-Network Selection for On-Premise Retrieval-Augmented Factory AgentsVasileios Rizeakos, Georgios Paisios, Alexandros Machairas +2cs.AI2026-09-02
#4LoRA-TSD: Tangent-Space Spectral Descent for LoRA via Muon-Style UpdatesDmitrii Andriianov, Andrey Veprikov, Aleksandr Beznosikovcs.LG2026-09-02
#5A Top-Down Framework for Metric-Scale Athlete Localization from Single Broadcast FramesThanh-Khoi Nguyen, Hoang-Phuc Nguyen, Linh-Huynh +1cs.CV2026-09-02
#6TaRA: Training-Aware Low-Rank Adaptation InitializationTaehyeon Kim, Eunhyeok Parkcs.CL2026-09-02
#7Rethinking the Teacher-Student Framework for Test-Time AdaptationDamian Sójka, Marc Masana, Bartłomiej Twardowski +1cs.LG2026-09-02
#8Adapting a Foundation Model for Lunar Surface Height EstimationPatrick Bauer, Marius Schwinning, Melanie Siegel +2cs.CV2026-09-02
#9Towards One-for-All Robustness Across a Continuum of Threat LevelsZhichao Hou, Xiaorui Liucs.LG2026-09-02
#10CAPTURE: Disentangling Preference Drift from Memory Poisoning in Personalized LLM AgentsS M Asif Hossain, Ruksat Khan Shayoni, Md Kishor Morolcs.LG2026-09-02
#11APEx: Distillation of Agent Procedural Experience for Adaptive Deep Research Question AnsweringJie Ding, Rui Sun, Xinyuan Zhang +2cs.AI2026-09-02
#12Lightweight Adaptation of General-Purpose VLMs for Multispectral and SAR Image UnderstandingShanji Liu, Kelu Yao, Junxiao Xue +5cs.CV2026-09-02
#13Do Cantonese-Adapted Language Models Better Predict Cantonese Reading? A Cross-Model Eye-Tracking EvaluationZiqi Zhang, Emmanuele Chersoni, Mohammad Momeniancs.CL2026-09-02
#14Disease Burden over Skin Tone: Decomposing the Dermatology-AI Generalization GapNirajan Kunwor, Sanjaya Poudel, Quoc-Huy Trinh +2cs.CV2026-09-02
#15Federated LoRA Adaptation of BiomedCLIP Across Four International Chest X-Ray CohortsSanjaya Poudel, Nirajan Kunwor, Manish Dhakal +2cs.LG2026-09-02
#16Compositional Spectral Prompts for LLM-based Online Time Series ForecastingSeungyoon Choi, Hyunchul Kim, Jae-Gil Lee +1cs.LG2026-09-02
#17Test-Time Logit Prompting for Source-Free Missing Modality AdaptationTaixi Chen, Nancy Guocs.CV2026-09-02
#18hLLM: Single Pass Decoding for Generative RerankingEmil Laftchiev, Prachi Agrawal, Moe Kayali +7cs.LG2026-09-01
#19DESA-TTA: Dynamic EMA and Source Anchoring for Test-Time AdaptationAtif Belal, Lilian Hollard, Marco Pedersoli +1cs.CV2026-09-01
#20Efficient Passive Acoustic Monitoring of Killer Whales Using a Two-Stage Detection and Ecotype Classification CascadeDaniela Ruiz, Manuel Castellote, Zhongqi Miao +5cs.SD2026-09-01
#21SpeakPay: Domain-Adaptive LoRA Fine-Tuning of Whisper for Low-Resource Nepali Financial Speech RecognitionBiraj Subedics.CL2026-09-01
#22HEAT: Faster Fully Homomorphic Inference via Approximations-Weights Co-AdaptationAlessandro Zirilli, Davide Marincione, Evgenios M. Kornaropoulos +2cs.CR2026-09-01
#23Facet-0: A Robotic Foundation Model for Contact-Rich Precise ManipulationHaoyuan Deng, Haichao Liu, Wenkai Guo +6cs.RO2026-09-01
#24H3-World: Turning Language Understanding into World ControlDanze Chen, Zeqing Wang, Ziyue Lin +2cs.CV2026-09-01
#25Gaussian Core LoRA: Distribution-Aware Dynamic Adaptation for Broad Concept ErasureQinghui Gong, Xunlei Chen, Yu-Xuan Zhang +2cs.CV2026-09-01
#26Predicting Subsurface Abnormalities Growth using Physics-Informed Neural NetworksMehrdad Shafiei Dizaji, Hoda Azarics.LG2026-09-01
#27Learning Evidence Sufficiency Boundaries for Selective Answering in Grounded Multi-Hop QAHaruto Sato, Yuki Tanaka, Ren Nakamura +2cs.CL2026-09-01
#28Behaviorally Effective LoRA Writes Are Sparse and StructuredHaruto Sato, Yuki Tanaka, Ren Nakamura +2cs.CL2026-09-01
#29MeshSplatBench: A Unified Benchmark for Triangle-Based Neural RenderingKaixuan Zhang, Minxian Li, Mingwu Ren +1cs.GR2026-09-01
#30EmbodiedSkills: A Unified Framework for Orchestrating, Training, and Deploying VLA AgentsWei Wang, Wenqiao Zhang, Yutong Lin +14cs.RO2026-09-01
#31FORGE: Forward-Only Test-Time Adaptation for Integer-Only Vision Models on MicrocontrollersMuhammad Rehan, Haider Ali, Muhammad Ali Munir +1cs.CV2026-09-01
#32When Does Online Adaptation Pay on the Edge? A Leakage-Free Evaluation of Warmup, Learning-Rate Selection, and Resource Trade-offs for Time-Series ForecastingTakumi Fujimoto, Hiroaki Nishics.LG2026-09-01
#33A Survey on Self-Improving Test-Time Intelligence: Feedback-Driven Adapting, Learning, and Scaling at InferenceShuaicheng Niu, Guohao Chen, Yaofo Chen +14cs.LG2026-09-01
#34Accelerating Reinforcement Learning via MPC Solver-Gradient Guidance for Weights-varying MPCBaha Zarrouki, Arslan Thobani, Jasper Hoffmann +6cs.RO2026-09-01
#35Vision-Language-Guided Pseudo-Labels for Unsupervised Domain Adaptation in Semantic Segmentation for Waste SortingUdo Schlegel, Shubhangi, Gabriel Dax +3cs.CV2026-09-01
#36FractalNet-Based Heterogeneous Federated Learning for Orbital Edge Intelligence in Satellite Mega-Constellations: A Wildfire Case StudySai Puppala, Koushik Sinhacs.AI2026-09-01
#37Training-Free Inpainting Across Domains with a Frozen Text-to-Image Diffusion ModelZhenhuan Wang, Fengyi Yuancs.CV2026-09-01
#38Frozen Cores Need Task Signal: Fisher-Whitened Cross-Covariance for Low-Resource LLM AdaptationWentao Ye, Zhanming Shen, Zhiqing Xiao +3cs.LG2026-09-01
#39Text Capability Loss in Vision-Language Adaptation: An Attention-Sink DiagnosisMinsik Choi, Geewook Kim, Young Geun Kimcs.LG2026-09-01
#40Drift-Aware LLM Routing with Sparse Contexts and Shared BudgetsCheung Hao Lee, Patrick Wongcs.AI2026-09-01
#41Teaching Vision-Language Models to Use the Scale They Are Given: Label-Free Equivariance Training for Metric Physical ReasoningKaizhen Tan, Yang Feng, Heqing Du +3cs.CV2026-09-01
#42Breaking the Structural Identity: Personalized Federated LoRA Fine-tuning under Rank HeterogeneityLei Wang, Jieming Bian, Letian Zhang +1cs.LG2026-09-01
#43Panda Diplomacy: Foundation Model Pre-training across Particle Imaging Detectors for High Energy and Nuclear PhysicsSamuel Young, César Jesús-Valls, Kazuhiro Teraohep-ex2026-09-01
#44CRAFT: Fine-Tuning Pre-hoc Explainability in AI-native 6G RANPranshav Gajjar, Vijay K Shahcs.LG2026-09-01
#45Expert-like Bone Ultrasound Segmentation through Expert-in-the-loop Mask-conditioned Progressive LearningArash Tavangar, Larissa K. Chiu, Hamidreza Khodashenas +2eess.IV2026-08-31
#46SAM3-LoRA: Parameter-Efficient Adaptation of a Concept-Promptable Foundation Model for Multi-Class Structural Defect SegmentationP. Malaisree, S. Youwai, S. Janrungautai +3cs.CV2026-08-31
#47Can LLMs Use Relational Transformer Embeddings?Francisco Galuppo Azevedo, Clarissa Lima Lourescs.LG2026-08-31
#48Adapting Without Gradients: Affine Statistics Transport and What Its Certificate Can Tell YouSalim Khazem, Ibrahim Mohamed Serouiscs.LG2026-08-31
#49Workload Identification with Physical Side Channels for AI GovernanceSimone Gargiulo, Gabriel Kulpcs.CR2026-08-31
#50StreamScout: Learning When to Look Deeper for Streaming Video UnderstandingCe Zhang, Jing Bi, Jinxi He +9cs.CV2026-08-31

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