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LIVE · 2026-09-03 05:40 UTC

fine-tuning 22 papers this week · +44% WoW

papers mentioning "fine-tuning" in title/abstract · 30d window

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Latest Papers

#TitleAuthorsCatDate
1PlantC2USeg: Cross-Scale Consistent Pre-Training for Few-Shot Unified Plant Point Cloud SegmentationYu Tian, Xintong Jiang, Jan Franklin Adamowski +2cs.CV2026-09-02
2Post-Training Language Models for Gold-Medal Performance in Coding CompetitionsAleksander Ficek, Sean Narenthiran, Mehrzad Samadi +2cs.LG2026-09-02
3GDB-Reward: From Evaluation Metrics to Training Rewards for Graphic DesignAdrienne Deganutti, Purvanshi Mehta, Simon Hadfield +1cs.CV2026-09-02
#4Choosing a PEFT Variant for Per-Patient Dysarthric ASR: A Single-Speaker Case Study on Two ASR BasesBernard Muller, László Tóth, LaVonne Robertscs.CL2026-09-02
#5DKL: Decoupled Knowledge Learning for Instruction-Tuned Language ModelsKushagra Bhushan, Meghanadh Pulivarthi, Sai Krishna Reddy Sathi +7cs.CL2026-09-02
#6Query Rewriting for Complex Object Segmentation in 4D Gaussian RepresentationsThanh-Khoi Nguyen, Thien-Phuc Tran, Minh-Triet Trancs.CV2026-09-02
#7TaRA: Training-Aware Low-Rank Adaptation InitializationTaehyeon Kim, Eunhyeok Parkcs.CL2026-09-02
#8Spatially Aware World Action Model via Geometric Latent DiffusionJavier Alejandro Lopetegui Gonzalez, Paul Pacaud, Cordelia Schmidcs.CV2026-09-02
#9DeepAffinity: Long-Term Aspect Preference Prediction in eCommerce using Small Language ModelsYotam Eshel, Guy Hadad, Guy Feigenblat +3cs.LG2026-09-02
#10Scalable Kronecker-Fisher Approximation: Efficient Hessian Analysis for Billion-Parameter Language Models CompressionViacheslav Yusupov, Daria Cherniuk, Evgeny Frolovcs.LG2026-09-02
#11Adapting a Foundation Model for Lunar Surface Height EstimationPatrick Bauer, Marius Schwinning, Melanie Siegel +2cs.CV2026-09-02
#12Towards Zero-Shot Transfer Across Embodiments For Driving VLAsCaio Azevedo, Stefano Sabatini, Sascha Hornauer +1cs.CV2026-09-02
#13Domain shift-robust object detection with GenAI image editingIsabel D. Stein, Thijs A. Eker, Sebastiaan P. Snel +4cs.CV2026-09-02
#14SEAL: Reinforcing Global Safety in Mixture-of-Experts through Shared Expert ALignmentQingyu Meng, Yiwei Zha, Jiahuan Pei +3cs.LG2026-09-02
#15RouteGraph-Mona: Confusion-Aware Routing Fine-Tuning for Mineral Image ClassificationJierui Li, Zhiyuan Qi, Hao Zhu +7cs.CV2026-09-02
#16CoMerge: Conflict-Driven Preference Optimization for Multi-Task Model MergingMingjie Zheng, Zihao Chen, Wenqing Chen +4cs.AI2026-09-02
#17Task-Level Natural Language Priors as Learning Signals for Low-Resource LLM TrainingJian Gao, Xiao Zhang, Xun Zhu +2cs.AI2026-09-02
#18Federated LoRA Adaptation of BiomedCLIP Across Four International Chest X-Ray CohortsSanjaya Poudel, Nirajan Kunwor, Manish Dhakal +2cs.LG2026-09-02
#19IDEEA: training-free Input-Dependent stEEring via Activation cluster matchingZheng Wang, Muchen Li, Renjie Liao +1cs.CL2026-09-02
#20XMerge: Cross-Axis Selection and Reconstructive Layer Merging for LLM Depth CompressionJundong Hu, Shekar Ramachandrancs.LG2026-09-02
#21How Output Format Confounds Data Quality and Capability in Instruction TuningChengguang Gan, Hanjun Wei, Yunhao Liang +3cs.CL2026-09-02
#22Automated Maize Ear Phenotyping Using 3D ReconstructionsRitwesh A. Kumar, Som Tripathi, Peja Matthews +5cs.CV2026-09-01
#23Cross-Model Distillation of a Human-Pose Foundation Model from Unannotated Infant Video for Markerless 3D Pose EstimationR. James Cotton, Divya Joshi, Colleen Peytoncs.CV2026-09-01
#24hLLM: Single Pass Decoding for Generative RerankingEmil Laftchiev, Prachi Agrawal, Moe Kayali +7cs.LG2026-09-01
#25SCULPT: Training Edge Vision Models for Post-Training Quantization ReadinessBharadwaj Kavuri, Sourav Babu-PK, Varadhraj Ellapan +2cs.CV2026-09-01
#26SpeakPay: Domain-Adaptive LoRA Fine-Tuning of Whisper for Low-Resource Nepali Financial Speech RecognitionBiraj Subedics.CL2026-09-01
#27HEAT: Faster Fully Homomorphic Inference via Approximations-Weights Co-AdaptationAlessandro Zirilli, Davide Marincione, Evgenios M. Kornaropoulos +2cs.CR2026-09-01
#28Beyond Scores: Understanding LLM-as-a-Judge Mechanisms in Summarization EvaluationHimil Vasava, Ming Jiangcs.CL2026-09-01
#29Scaling Near-Optimal SFT-RL Annotation Budget Allocation from Small to Large LLMsJingtan Wang, Arun Verma, Xiaoqiang Lin +4cs.CL2026-09-01
#30From Confusion to Clarity: Confusion-Aware Retrieval and Knowledge Injection for Text ClassificationManish Gupta, Chaitanya Giri, Jayasimha Talurcs.CL2026-09-01
#31When Safety Routing Breaks: Understanding Alignment Fragility under Benign Fine-TuningYitong Guo, Xiaoyi Chen, Siyuan Zhang +2cs.CR2026-09-01
#32Pix2Rep-v2: Data-Efficient Representation Learning for Dense Medical Imaging ApplicationsS. Sifaoui, E. Angelini, S. Toupin +2cs.CV2026-09-01
#33Evaluating Multimodal LLMs as Generalist Vision-Language-Action Agents for Drone Control: Commanding, Approaching, Tracking and SearchingJaewoo Park, Minyoung Lee, Sukmin Seo +11cs.RO2026-09-01
#34Measuring consistency via ensemble margin and local prediction variability: Auditing decision systems in the presence of predictive multiplicitySinjini Banerjee, Tim Marrinan, Anand D. Sarwatestat.ML2026-09-01
#35Cheap Verifiers, Large Blind Spots: Measuring the Reliability Cost of Cost-Saving CascadesDushyant Rajputcs.AI2026-09-01
#36GazeRefine: Expert Gaze as a Test-Time Prompt for Training-Free Medical Image SegmentationMohammed Oussama Benyahia, Marouane Tliba, Mohamed Amine Kerkouri +10eess.IV2026-09-01
#37Explore Before Committing: Hypothesis-Guided Search for Deep Research AgentsRuochen Zhou, Zhengyu Chen, Luan Zhang +3cs.CL2026-09-01
#38Making Prospective Memory SLM-Shaped: Typed Intention Stores for Small-Model AgentsJinqing Zhao, Chengcan Wucs.AI2026-09-01
#39Post-Training Science for Supervised Fine-TuningCharles O'Neill, Mudith Jayasekara, Harry Partridgecs.LG2026-09-01
#40Prompt-Robust Language Models: Which Training Strategies Work?Frederic Sadrieh, Michal Štefánikcs.AI2026-09-01
#41Subliminal Learning as Trait-Direction Drift: A Mechanism and Targeted Control under SFT DistillationZhixuan Liu, Zhichen Dong, Yuyu Fan +2cs.LG2026-09-01
#42Phrase-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
#43Low-Quality Face Recognition using Center Aligned Representations and Local Margin ConstraintsVedat Can Dilaver, Benjamin S. Riggancs.CV2026-09-01
#44Prior-Guided Implicit Neural Representations for Single-Subject Diffusion MRI Super-ResolutionAbdulkader Ghandoura, Marsil Zakour, William Consagra +1eess.IV2026-09-01
#45VerNav: Verifier-First Low-Latency Vision-and-Language NavigationZhixin Wang, Chengzheyi Yao, Leyuan Liu +2cs.RO2026-09-01
#46Towards reliable multimodal disaster severity assessment through preference optimization and explainable vision-language reasoningYuanjun Zhang, Fuzel Ahamed Shaik, Suvojit Acharjee +2cs.AI2026-09-01
#47Membership Inference in Fine-tuned Diffusion Language Models via Token-level Memorization AsymmetryShengfang Zhai, Leo Marchyok, Yuling Shi +4cs.CL2026-09-01
#48Replacing Training with Memory: Listwise Selection for Text-to-SQLYeonseok Jeong, Soyoung Yoon, Seongjun Lee +1cs.SE2026-09-01
#49Instella-MoE Technical ReportJiang Liu, Sudhanshu Ranjan, Prakamya Mishra +10cs.CL2026-09-01
#50Frozen Cores Need Task Signal: Fisher-Whitened Cross-Covariance for Low-Resource LLM AdaptationWentao Ye, Zhanming Shen, Zhiqing Xiao +3cs.LG2026-09-01

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