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LIVE · 2026-10-30 05:40 UTC

improving 18 papers this week · +138% WoW

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

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Latest Papers

#TitleAuthorsCatDate
1Elucidating the Design Space of LM Data AttributionSteven Yu, Sheng-Yu Wang, Kimia Hamidieh +2cs.CL2026-10-29
2Textual Response-Aware Guidance for Zero-Shot Adversarial Robustness of Vision-Language ModelsYubo Cui, Xianchao Guan, Zheng Zhangcs.CV2026-10-29
3Coupled Guidance for Flow MatchingMateo Clémente, Léo Maxime Brunswic, Rui Heng Yang +1cs.LG2026-10-29
#4Reward-Adaptive Co-Evolution of Policy and RubricYizhu Chen, Jianguang Jiang, Jiameng Huang +5cs.AI2026-10-29
#5HEMO: Harness Self-Evolution for Multi-Objective Combinatorial OptimizationJianghan Zhu, Cong Zhang, Ni Zhang +3cs.NE2026-10-29
#6BiHashFormer: Hash-Driven Dual-Branch Transformer for Efficient Object Detection in HRW ShotsJingchen Huang, Wenxi Li, Chenyang Lyu +3cs.CV2026-10-29
#7Low-Bit GDN Recurrent-State Quantization: Global Gradient-aware Allocation and Pure-Write Sliding WindowsQinghang Huang, Xuchu Huang, Xunzhao Yincs.LG2026-10-29
#8sDMD: Sinkhorn Distribution Matching DistillationJaihoon Kim, Lingxiao Li, Soshi Shimada +3cs.CV2026-10-29
#9M-PFT: Angular Margin for Calibrated Prompt-Tuning of Fine-Tuned Vision-Language ModelsShihab Aaqil Ahamed, Mohamed Ansaff, Nang Khin Myat Lay Phyu +4cs.CV2026-10-29
#10EvoTeam: Multi-Agent Collaboration via Evolving TeamsQinuo Cao, Xin He, Dianxuan Fu +7cs.AI2026-10-29
#11Surface Conditioning for Zero-Shot Multivariate Correction in a Marine Biogeochemistry EmulatorGabriela Martínez Balbontín, Anastase Charantonis, Dominique Béréziat +1cs.LG2026-10-29
#12MoLRSI: A Recursive Self-Improving AI agent for Molecular DiscoveryYikun Zhang, Xiwei Cheng, Mingze Yuan +15cs.AI2026-10-29
#13Improving the Intrinsic Interpretability of Differentiable Decision Trees through Euclidean Feature-Concentration RegularisationQiqi Yangcs.LG2026-10-29
#14Explainable and Adaptive Machine Learning for Fraud Risk Detection in Bangladesh's Digital Banking EcosystemMd Najmus Swaqeebcs.LG2026-10-29
#15FFAI: Flow Matching with Feedback Training and Adaptive Initialization for CT ReconstructionJigang Duan, Heran Wang, Genwei Ma +1cs.CV2026-10-29
#16End-to-End Guarantees for Masked Diffusion Models under Conditional MixingFareed Sheriffcs.LG2026-10-29
#17FDSML: Formula-Driven Supervised Metric Learning with Parameter-Aware Triplet LossHina Otake, Shinei Arakawa, Keitaro Tanaka +3cs.CV2026-10-29
#18Diagnosing the Reference Gap: What Visual Scaffolds Can and Cannot Fix in Multimodal ReasoningGuizhen Chen, Weiwen Xu, Wotao Yin +2cs.CV2026-10-29
#19LinQuant: Functional Invariances for Low-Precision Linear RecurrencesNeehal Tumma, Philipp Nazari, Rohan Cherukuri +2cs.LG2026-10-29
#20What Makes Medical Examination Items Difficult? Using Large Language Models to Explore Patterns Associated With Empirical Item DifficultyXiaomeng Xiong, Marcus Walker, Yanlin Jiangcs.CL2026-10-29
#21Proving and Improving the Platonic Representation Hypothesis with JEPAsRandall Balestriero, Yann LeCuncs.AI2026-10-29
#22MemSteer: Turning User Histories into Supervision for Agent Memory OptimizationJie Huang, Cuiling Lan, Qize Yu +2cs.AI2026-10-29
#23Where to Learn and How Far to Roll Out: Efficient Adaptive Training for GUI AgentsYuxiang Chai, Quyu Kong, Panrong Tong +2cs.AI2026-10-29
#24IMRouter: Imbalance-aware Temporal Pattern Routing for LLM-based Time Series ForecastingXin Yang, Cai Xu, Haishun Chen +4cs.LG2026-10-29
#25Grounding Multimodal Reasoning with Evidence-Ablated NegativesChenxi Liu, Tianyi Xiong, Yanshuo Chen +1cs.CL2026-10-29
#26PRISM: Personalized Item Representations in User HistoryRenzhi Wu, Zikun Cui, Junjie Yang +6cs.IR2026-10-29
#27CLaW: Codec-Guided Adaptive Latent Watermarking for Traceable Diffusion Image GenerationHuangchao Song, Lingyun Yu, Cong Li +3cs.CV2026-10-29
#28When Does Closed-Loop Curriculum Adaptation Help GRPO? An Analysis on CountdownYuv Raj Pant, Moshiur Rahman Tonmoy, Kaiqun Fucs.LG2026-10-28
#29Beyond Passing Tests: A Systematic Review and Controlled Re-evaluation of Techniques for Improving the Quality of LLM-Generated CodePrashank Kadamcs.SE2026-10-28
#30Planned Restlessness: Delayed Meta Bandits with BudgetsSudipto Guhacs.LG2026-10-28
#31Optimization-based lane-changing trajectory planning in mixed traffic with embedded input convex neural networksYuanxiang Yang, Yu Liu, Fabricio Oliveira +2math.OC2026-10-28
#32HEDGE: Gated Hypergraph Memory for Scalable Multi-Agent DebateAmirhossein Abaskohi, Mahdi Mostajabdaveh, Zirui Zhoucs.CL2026-10-28
#33Aligning Autoresearch: Co-Improvement between Agents and HumansTianjian Li, Chuanyang Jin, Seungone Kim +10cs.AI2026-10-28
#34From Grind to GraspPeter Sunehagcs.AI2026-10-28
#35Logical Guidance of Stochastic InterpolantsGerrit Gerhartz, Francesco Alesiani, Jonathan Warrell +3cs.LG2026-10-28
#36On-Policy Self-Distillation with Teacher EvolutionShufan Shen, Zhongni Hou, Chao Bi +3cs.LG2026-10-28
#37Cross-Primitive Consistency in JevXu Liu, Guikun Chen, Kanzhi Wu +1cs.CV2026-10-28
#38IntReal: A Real-World Dataset and Benchmark for Multimodal Interleaved GenerationShaohan Yu, Jie Qin, Wende Tan +4cs.CV2026-10-28
#39Structure-retained low-rank adapters for weather synthesisShunxin Wang, Alexandros Stergiou, Luuk Spreeuwers +2cs.CV2026-10-28
#40Masked Erosion: How Acceptance Gates Lose Redundant Safeguards in Self-Improving AgentsHau-Sing So, Daixian Liu, Weicai Longcs.AI2026-10-28
#41SCOPE: Selective Critical-Step On-Policy Self-Distillation for Agentic Reinforcement LearningQirui Liu, Wei Cao, Yu Mi +5cs.AI2026-10-28
#42Inner-Learning: From Hand-Coded Beliefs to Declarative Knowledge in Trick-Taking GamesStefan Edelkampcs.AI2026-10-28
#43The Role of Quantization in Loss SpikesZaiqian Chen, Aditya Somasundaram, Sophie Li +4cs.LG2026-10-28
#44ETA-Motion: Efficient Topology-Agnostic Motion Diffusion via Sparse Joint LearningSeoyoung Hwang, Tae-Kyun Kimcs.CV2026-10-28
#45BridgeRouter: Gain-Aware Instance Routing over Cross-Modal Bridge PortfoliosRuoxi Piao, Alicia Lu, Yunzhen Zhang +2cs.AI2026-10-28
#46From the Gettier Machine to Justified True Output: A Three-Step Account of Rational Trust in Generative AITevfik Uyarcs.CY2026-10-28
#47AI-Driven Digital Twin Framework for Warehouse Logistics Automation OptimizationMd Mahinur Alam, Kanita Jerin Tanha, Md Tanjin Alam +2cs.AI2026-10-28
#48Predicting Sparse Observables in Parameterized Unsteady Flows Using Coarse-Mesh Graph Neural NetworksBrener Ramos, William R. Wolf, Tarcísio C. D. Oliveira +1cs.LG2026-10-27
#49Merge and Branch: Efficient Tree-Structured Supervised Fine-Tuning of LLMs for RecommendationYunqin Zhu, Yao Xiecs.IR2026-10-27
#50FYC: FPR-Disparity Weight Perturbation and Youden Calibration for Fair Deepfake DetectionUzoamaka Ezeakunne, Taiwo Olabamipe, Deevesh Jain +1cs.CV2026-10-27

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