Correction

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Period ending 2026-09-21

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  1. Iterate Until Retrieved: Factual Nugget Optimization for Discoverable Continual Corrections in Agentic RAG

    May 25, 2026Moshe Hazoom, Gal Patel, Alon Talmor +1Retrieval-Augmented Generation SystemsCorrection

  2. Artifact Correction for Echo-Planar Imaging at Low-Field and Ultra-Low-Field MRI

    May 25, 2026Sisi Qiao, Yilin Yu, Tiecheng Lin +3Metal Artifact ReductionMagnetic Resonance Imaging

  3. Adversarial Error Correction for Visual Autoregressive Generation

    May 24, 2026Ligong Bi, Tao Huang, Jianyuan Guo +1Autoregressive Image GenerationVisual Autoregressive Models

  4. ChainFlow-VLA: Causal Flow Planning with Vision-Language Models

    May 22, 2026Xiyang Wang, Xinlin Wang, Tingguang Zhou +7Diffusion PlanningAutonomous Driving

  5. A Non-Reference Diffusion-Based Restoration Framework for Landsat 7 ETM+ SLC-off Imagery in Antarctica

    May 20, 2026Leyue Tang, Jonathan Louis Bamber, Gang Qiao +1Remote SensingRestoration

  6. CRAFT: Conflict-Resolved Aggregation for Federated Training

    May 20, 2026Ziqi Wang, Qiang Liu, Nils ThuereyFederated LearningFairness-Aware Learning

  7. Reviving Error Correction in Modern Deep Time-Series Forecasting

    May 20, 2026Minh Hoang Nguyen, Dai Do, Huu Hiep Nguyen +3Multivariate ForecastingTime Series

  8. Multi-Step Likelihood-Ratio Correction for Reinforcement Learning with Verifiable Rewards

    May 20, 2026Deokgyu Yoon, Hyungkyu Kang, Joongkyu Lee +4Reinforcement Learning With Verifiable RewardVerifiable Rewards

  9. Can Large Language Models Reliably Correct Errors in Low-Resource ASR? A Contamination-Aware Case Study on West Frisian

    May 19, 2026Yun Hao, Reihaneh Amooie, Wietse de Vries +2Low-Resource LanguagesLarge Language Model Performance

  10. ReacTOD: Bounded Neuro-Symbolic Agentic NLU for Zero-Shot Dialogue State Tracking

    May 18, 2026Yanjun Lin, Zimo Xiao, Kartik Natarajan +7Neuro-Symbolic FrameworkIterative Self-Correction

  11. Safety Geometry Collapse in Multimodal LLMs and Adaptive Drift Correction

    May 18, 2026Jiahe Guo, Xiangran Guo, Jiaxuan Chen +6Large Language Model SafetyMulti-Modal Large Language Models

  12. Equilibrium Selection in Multi-Agent Policy Gradients via Opponent-Aware Basin Entry

    May 18, 2026Yevhen Shcherbinin, Arina Redina, Maxim Kalpin +1Nash EquilibriumPolicy Gradient

  13. Efficient Bilevel Optimization for Meta Label Correction in Noisy Label Learning

    May 18, 2026Ba Hoang Anh Nguyen, Viet Cuong TaNoisy LabelsBilevel Optimization

  14. Variational Diffusion Channel Decoder

    May 17, 2026Chengwei Zhang, Yifan Du, Siyu LiaoLarge Language Model DecoderError Correction

  15. Behavior-Aware Auxiliary Corrections for Off-Policy Temporal-Difference Prediction

    May 17, 2026Xingguo Chen, Zhiang He, Yuchen Shen +4Temporal DifferenceOff-Policy Evaluation

  16. Maximum Likelihood Decoding of Quantum Error Correction Codes

    May 17, 2026Hanyan Cao, Ge Yan, Yuxuan Du +1Quantum Error CorrectionPost-Quantum Cryptography

  17. Sparse Mamba Decoder for Quantum Error Correction: Efficient Defect-Centric Processing of Surface Code Syndromes

    May 16, 2026Samira Sayedsalehi, Nader Bagherzadeh, Maxim Shcherbakov +1Quantum Error CorrectionError Correction

  18. GenShield: Unified Detection and Artifact Correction for AI-Generated Images

    May 15, 2026Zhipei Xu, Xuanyu Zhang, Youmin Xu +5Ai-Generated Image DetectionDigital Forensics

  19. Edit-level Majority Voting Mitigates Over-Correction in LLM-based Grammatical Error Correction

    May 13, 2026Takumi Goto, Yusuke Sakai, Taro WatanabeGrammatical Error CorrectionCorrection

  20. Constraint-Aware Flow Matching: Decision Aligned End-to-End Training for Constrained Sampling

    May 12, 2026Jacob K. Christopher, James E. Warner, Ferdinando FiorettoGenerative ModelsHierarchical Flow Matching

  21. Rethink the Role of Neural Decoders in Quantum Error Correction

    May 12, 2026Ge Yan, Shanchuan Li, Yuxuan DuQuantum Error CorrectionError Correction

  22. AuDirector: A Self-Reflective Closed-Loop Framework for Immersive Audio Storytelling

    May 12, 2026Yiming Ren, Xuenan Xu, Ziyang Zhang +3Co-DirectorIterative Self-Correction

  23. Overcoming Dynamics-Blindness: Training-Free Pace-and-Path Correction for VLA Models

    May 12, 2026Yanyan Zhang, Chaoda Song, Vikash Singh +6Vision-Language-Action ModelsTraining-Free

  24. Enforcing Constraints in Generative Sampling via Adaptive Correction Scheduling

    May 11, 2026Noah Trupin, Yexiang XueStructural ConstraintsOptimal Scheduling

  25. Sub-Footprint Effect Correction in FW-LiDAR Point Clouds via Intra-Footprint Target Unmixing

    May 11, 2026Zhen Xiao, Yanfeng Gu, Xian LiLidarLight Detection And Ranging

  26. WindINR: Latent-State INR for Fast Local Wind Query and Correction in Complex Terrain

    May 10, 2026Yi Xiao, Qilong Jia, Hang Fan +4Urban WindState Estimation

  27. Learning Minimal-Deviation Corrections for Multi-Dimensional Mismodelling in HEP Simulations

    May 8, 2026Matthias Schott, Lucie FlekHigh Energy PhysicsMonte Carlo

  28. Effective and Memory-Efficient Alternatives to ECC for Reliable Large-Scale DNNs

    May 8, 2026Mohammad Hasan Ahmadilivani, Marten Roots, Marco Restifo +3Error Correction

  29. Adaptive Negative Reinforcement for LLM Reasoning:Dynamically Balancing Correction and Diversity in RLVR

    May 8, 2026Yash Ingle, Jaival Chauhan, Ankit Yadav +1Reinforcement Learning With Verifiable RewardLarge Language Model Reasoning

  30. OPSD Compresses What RLVR Teaches: A Post-RL Compaction Stage for Reasoning Models

    May 7, 2026Jaehoon Kim, Dongha LeeUnsupervised On-Policy Self-DistillationOn-Policy Distillation

  31. Matrix-Valued Optimism is Matrix-Valued Augmentation: Additive Hybrid Designs for Constrained Optimization

    May 7, 2026Jiayi ZhaoPrimal-Dual MethodsConstrained Optimization

  32. OCRR: A Benchmark for Online Correction Recovery under Distribution Shift

    May 4, 2026Adrian GrassiCorrectionLearning-Augmented Algorithms

  33. Improving Model Safety by Targeted Error Correction

    May 4, 2026Abolfazl Mohammadi-Seif, Ricardo Baeza-YatesPost-HocLarge Language Model Safety

  34. CECOR: Correction-oriented synthetic data construction for factual error correction

    May 4, 2026Lei Zhu, Xiaobao Wang, Jianbiao Yang +4Error CorrectionMultimodal Knowledge Editing

  35. DataEvolver: Let Your Data Build and Improve Itself via Goal-Driven Loop Agents

    May 3, 2026Qisong Zhang, Wenzhuo Wu, Zhuangzhuang Jia +7Video DatasetMulti-View Diffusion Model

  36. AI Alignment via Incentives and Correction

    May 2, 2026Rohit Agarwal, Joshua Lin, Mark Braverman +1Artificial Intelligence AlignmentIncentives

  37. Analytical Correction for Subsampling Bias in Drifting Models

    Apr 29, 2026Jiaru Zhang, Zeyun Deng, Juanwu Lu +2Artifact CorrectionBias Mitigation

  38. The Cost of Consensus: Isolated Self-Correction Prevails Over Unguided Homogeneous Multi-Agent Debate

    Apr 29, 2026Blaž Bertalanič, Carolina FortunaMulti-Agent DebateDebate

  39. OmniVTG: A Large-Scale Dataset and Training Paradigm for Open-World Video Temporal Grounding

    Apr 28, 2026Minghang Zheng, Zihao Yin, Yi Yang +2Video Temporal GroundingVideo Understanding

  40. Neural Grammatical Error Correction for Romanian

    Apr 26, 2026Teodor-Mihai Cotet, Stefan Ruseti, Mihai DascaluGrammatical Error CorrectionNeural Machine Translation Models

  41. Self-Correction as Feedback Control: Error Dynamics, Stability Thresholds, and Prompt Interventions in LLMs

    Apr 24, 2026Aofan Liu, Jingxiang MengIterative Self-CorrectionPrompt Engineering

  42. Semantic Error Correction and Decoding for Short Block Codes

    Apr 24, 2026Jiafu Hao, Chentao Yue, Wanchun Liu +2Source-Channel CodingError Correction

  43. REC-CBM: Rubric-Aware Error-Correction Concept Bottleneck Models for Trustworthy Open-Ended Grading

    Apr 24, 2026Chengshuai Zhao, Fan Zhang, Kumar Satvik Chaudhary +4GradingConcept Bottleneck Models

  44. RoLegalGEC: Legal Domain Grammatical Error Detection and Correction Dataset for Romanian

    Apr 21, 2026Mircea Timpuriu, Mihaela-Claudia Cercel, Dumitru-Clementin CercelGrammatical Error CorrectionLegal Domain

  45. Achieving Interaction Fluidity in a Wizard-of-Oz Robotic System: A Prototype for Fluid Error-Correction

    Apr 21, 2026Carlos Baptista De Lima, Julian Hough, Frank Förster +2Human-Robot InteractionError Correction

  46. Preserving Clusters in Error-Bounded Lossy Compression of Particle Data

    Apr 20, 2026Congrong Ren, Sheng Di, Katrin Heitmann +2Image ClusteringContext Compression

  47. Remask, Don't Replace: Token-to-Mask Refinement in Diffusion Large Language Models

    Apr 20, 2026Lin YaoIterative Self-Correction

  48. Latent Phase-Shift Rollback: Inference-Time Error Correction via Residual Stream Monitoring and KV-Cache Steering

    Apr 20, 2026Manan Gupta, Dhruv KumarError CorrectionReasoning Errors

  49. Correction and Corruption: A Two-Rate View of Error Flow in LLM Protocols

    Apr 20, 2026Fernando ReitichCorrectnessCorrection

  50. Rethinking the Comparison Unit in Sequence-Level Reinforcement Learning: An Equal-Length Paired Training Framework from Loss Correction to Sample Construction

    Apr 19, 2026Fei Ding, Yongkang Zhang, Runhao Liu +5Sequence ModelingError Correction

  51. Elucidating the SNR-t Bias of Diffusion Probabilistic Models

    Apr 17, 2026Meng Yu, Lei Sun, Jianhao Zeng +2Denoising Diffusion Probabilistic ModelImage Denoising

  52. Learning to Concatenate Quantum Codes

    Apr 16, 2026Nico Meyer, Christopher Mutschler, Dominik Seuß +2Quantum Error CorrectionPost-Quantum Cryptography

  53. Critical Damping as a Momentum Schedule: Multi-Seed Validation, a Hybrid Recipe, and an Exhaustive Negative Result on Surgical Layer Selection

    Mar 30, 2026Ivan PasichnykStochastic Gradient DescentVisual Attribution

  54. Measuring the Redundancy of Decoder Layers in SpeechLLMs

    Mar 5, 2026Adel Moumen, Guangzhi Sun, Philip C WoodlandSpeech Large Language ModelsLarge Language Model Decoder

  55. From Local Corrections to Generalized Skills: Improving Neuro-Symbolic Policies with MEMO

    Mar 4, 2026Benjamin A. Christie, Yinlong Dai, Mohammad Bararjanianbahnamiri +2Human-To-Robot TransferNeuro-Symbolic Framework

  56. Reasoning-Enhanced Rare-Event Prediction with Balanced Outcome Correction

    Jan 23, 2026Vitaly Bulgakov, Alexander TurchinClinical PredictionPrevalence

  57. CLEANER: Self-Purified Trajectories Boost Agentic Reinforcement Learning

    Jan 21, 2026Tianshi Xu, Yuteng Chen, Meng LiAgentic Reinforcement-Learning FrameworkIterative Self-Correction

  58. Region-Specific Calibration Achieves Excellent Inter-Device Reliability for Smartphone Dermatology: A Multi-Device Benchmark on Korean Facial Skin

    Dec 26, 2025Sungwoo Kang, Jong-Kook KimSmartphone PhotographsMulticalibration and Calibration

  59. DexterSQL: Deep Schema Exploration and Rule-based Correction for Text-to-SQL Generation

    Date pendingAnik Pramanik, Murat Kantarcioglu, Vincent Oria +1Text-To-SqlSql

  60. Causal Episodic Memory for Feedback-Driven Agent Repair

    Date pendingKhang Nhat Hoang Vo, Tam Minh Chu, Anh Trac Duc Dinh +2Episodic ExperiencesRollback