Decoupling

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9 papers in the last four weeks, up 50% on the four weeks before. 0.1% of all new papers.

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  1. Orthogonal Yet Coupled: Decoupling Geometric Components for Model Merging

    Sep 29, 2026Zijing Wang, Yongkang Liu, Mingyang Wang +8Continual Model MergingMulti--Task Learning

    Northeastern University, China · CIS, LMU Munich, Germany · Munich Center for Machine Learning (MCML), Germany +1

  2. A robust single-sensing-element tactile sensor for concurrent pressure and tackiness detection with real-time signal decoupling capability

    Sep 29, 2026Ying Yang, Mingwei Gu, Jia-Sen Xie +8TactileDecoupling

    MOE Laboratory of Bioinorganic and Synthetic Chemistry, GBRCE for Functional Molecular Engineering, LIFM, IGCME, School of Chemistry, Sun Yat-Sen University, Guangzhou 510006, China · Helmholtz-Zentrum Dresden-Rossendorf e.V., Institute of Ion Beam Physics and Materials Research, Dresden 01328, Germany

  3. ThuRunel: Dynamic Decoupling for Structured Advisory Dialogue

    Sep 28, 2026Yuyan ChenAdviceEmpathy

    ModelsLive Inc.

  4. DecFlowEdit: Self-Localized Flow-based Image Editing via Guidance Decoupling

    Sep 28, 2026Zheyuan Zhan, Can Wang, Jiawei Chen +4Diffusion-Based Image EditingImage Editing

    Zhejiang University · University at Buffalo · University of California, Berkeley

  5. Decoupling Token Roles in Autoregressive Pretraining

    Sep 27, 2026Suqin Yuan, Runqi Lin, Kevin Qinghong Lin +4Next-Token PredictionDecoupling

    University of Sydney · University of Oxford · Southeast University

  6. Decoupled Causal Discovery

    Sep 20, 2026Zhengkang Guan, Fei Wu, Kun KuangCausal Discovery MethodsDecoupling

    College of Computer Science and Technology Zhejiang University

  7. Decoupling Vision, Language, and Action for Efficient Multi-Task Robot Policies

    Sep 16, 2026Xiatao Sun, Chen Liang, Ziyao Zeng +5DecouplingAction Chunks

    Department of Computer Science, Yale University, New Haven, CT, USA. · Peking University, Beijing, China. · Digients, Singapore.

  8. DecoGS: Adaptive Static-Dynamic Decoupling of 3D Gaussians for Free-Viewpoint Video Streaming

    Sep 15, 2026Idil Sulo, Alexey Supikov, Ilke Demir +13D Gaussian3D Reconstruction

    University of Bonn, Almetra · V3DEO · Cauth AI +1

  9. PhaseGAN: High-Fidelity Vocoder via Decoupled Amplitude and GAN-Driven Phase Reconstruction

    Sep 14, 2026Wenzheng Zhang, Xueliang Zhang, Shulin He +7Conditional GansDecoupling

    College of Computer Science, Inner Mongolia University, China

  10. Decoupling Turn-Taking from Semantics: A Decoupled Data Approach for Finite-State-Machine-Based Full-Duplex Dialogue

    Sep 3, 2026Yihang Li, Chenhui ChuFull-Duplex Speech ModelsTurn-Taking

    Kyoto University

  11. Learning with Volterra Neural Networks: A System Theoretic Perspective

    Sep 1, 2026Haoyu Yun, Hamid Krim, Yufang BaoNeural Tangent KernelNeural Operators

    Department of Electrical and Computer Engineering, North Carolina State University, Raleigh, NC, USA · Department of Mathematics and Computer Science, Fayetteville State University, Fayetteville, NC, USA

  12. Beyond Good Intentions: When Does the Framing of Multilingual and Low-Resource NLP Research Become a Caricature?

    Aug 31, 2026Nedjma Ousidhoum, Noopur Zambare, Mohamed AbdallaLow-Resource LanguagesMultilingual

    Cardiff University · University of Alberta

  13. Revisiting Overestimation Bias Problem of Q-learning: Settling Large Discrete Action Space via Action Intersection

    Aug 13, 2026Pu Li, Tao Tan, Hong Xie +2Q-LearningAction Space

    Chongqing Institute of Green and Intelligent Technology, Chongqing, China · University of Science and Technology of China, Hefei, Anhui, China

  14. Beyond Visual Evidence: Revealing and Mitigating Relational Privacy Leakage in Document MLLMs

    Aug 13, 2026Beining Xu, Hairui Wang, Jiaxin Wang +2PrivacyMultimodal Large Language Models

  15. Causal Structure is Inducible but Functionally Decoupled: The Routing/Readout Boundary of a Typed Mechanism Library

    Aug 12, 2026Xining XunCausal AttentionReadout

    Tsingjiao Information Science (Beijing) Co., Ltd.

  16. Aero Realtime: Fully Aligned Input-Output Streams for Low-Latency Streaming Multimodal Generation

    Aug 9, 2026Kaichen Zhang, Wei Huang, Keming Wu +2Multimodal GenerationStreaming

    1The University of Hong Kong · 2LMMs-Lab · 3Tsinghua University

  17. Control-Diverse Reinforcement Fine-Tuning: Decoupling the Shared Control Bottleneck of RL Post-Training

    Aug 8, 2026Binwen Tan, Jingchao Wang, Dengzhe Hou +6Post-TrainingModel Fine-Tuning

    1Graduate School of Information Sciences, Tohoku University · School of Computer Science, Peking University · 2Unprecedented-scale Data Analytics Center, Tohoku University +3

  18. DeCo: Zero-Shot Industrial Anomaly Generation through Decoupling and Recoupling

    Aug 8, 2026Shilei Zeng, Xurui Li, Yaohan Tang +1Multimodal Industrial Anomaly DetectionDecoupling

    School of Electronic Information and Communications, Huazhong University of Science and Technology

  19. TOFD: Target-Oriented Feature Decoupling against Poisoning Attacks in Split Federated Learning

    Aug 7, 2026Yuhan Xie, Jingrong Huang, Chen LyuFederated LearningModel-Agnostic Defense

    Shanghai University of Finance and Economics MoE Key Laboratory of Interdisciplinary Research of Computation and Economics Shanghai, China

  20. TA-RAG: Tone Awareness as a Design Imperative for Retrieval-Augmented Generation

    Aug 7, 2026Yong-Bin Kang, Anthony McCoskerAgentic Retrieval-Augmented Generation SystemsDecoupling

    Department of Media and Communication, Swinburne University of Technology, Melbourne, Victoria, Australia.

  21. Decoupling Generation and Selection for Budget-Constrained Faithful Summarization

    Aug 4, 2026Zeyu Wang, Guanghua Wang, Meng XuSummarizationLong-Form Generation

    Kean University, USA

  22. Aligned in Form, Not in Meaning: The Comprehension - Containment Decoupling of LLM Safety in Low-Resource Bangla Derogatory Speech

    Aug 3, 2026Shadab Bin Habib, A K M Ferdous Reza Habib, Subarno Neel +1Large Language Model SafetyLarge Language Model Alignment

    Department of Computer Science and Engineering Islamic University of Technology, Dhaka, Bangladesh

  23. Training Small LLMs as Spatial Multi-Agent Policies

    Aug 2, 2026Yi Mao, Andrew PerraultMulti-Agent Reinforcement LearningLarge Language Model Training

    Department of Computer Science and Engineering, The Ohio State University

  24. Mitigating Backdoors via Decoy Shortcuts and Knowledge Decoupling

    Aug 1, 2026Zixuan Zhu, Rui Wang, Lihua Jing +1HoneypotsDecoupling

    Institute of Information Engineering, Chinese Academy of Sciences · School of Cyber Security, University of Chinese Academy of Sciences

  25. Juxtaposition of Shallow Reservoir-Triggered Seismicity and Deep Tectonic Locking in the Qiaojia-Dongchuan Seismic Gap

    Jul 21, 2026Yuxin Zhou, Huai Zhang, S. Mostafa Mousavi +5Full Waveform InversionDecoupling

    State Key Laboratory of Earth System Numerical Modeling and Application, College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing, China 100049. · Department of Earth and Planetary Sciences, Harvard University, Cambridge, MA 02128, USA

  26. To Blend In, First Decouple: Rethinking Camouflage Image Generation via Context-Decoupled Representations

    Jul 20, 2026Wenzhuang Wang, Yifan Zhao, Mingcan Ma +4Multi-Reference Image GenerationImage Generation

    State Key Laboratory of Virtual Reality Technology and Systems, SCSE & QRI, Beihang University · Geely Automobile Research Institute (Ningbo) Co., Ltd, AI Center, Geely

  27. Decouple and Reason: Anatomically Guided Two-Stage Voxel-Level Grounding of Free-Text Findings in 3D Chest CT

    Jul 14, 2026Kwang-Hyun Uhm, Inhwa Son, Sung-Jea KoCone-Beam Computed TomographyVoxel

    Department of Artificial Intelligence, Gachon University, Republic of Korea · MEDAI, Republic of Korea

  28. Constructed Reality, Contested Priors: Decoupling and the Architecture of Cognitive Relapse Under the Free Energy Principle

    Jul 12, 2026MD Ibrahim Hossain RidoyPredictive CodingCognitive Science

    Independent Researcher

  29. Decoupling Code Complexity from Newcomer Participation: A Causal Study of AI Coding Agent Adoption in OSS

    Jul 2, 2026Weiwei Xu, Xuanning Cui, Hengzhi Ye +1Coding AgentsOpen-Source

    School of Computer Science, Peking University, Beijing, China · Key Laboratory of High Confidence Software Technologies, Ministry of Education, China

  30. MedCAGD: Context-Aware Gated Decoder for Efficient Medical Image Segmentation

    Jul 1, 2026Saad Wazir, Patrick Dominique Vibild, Dinh Phu Tran +2Semi-Supervised Medical Image SegmentationCnn-Transformer Tradeoff

    School of Computing, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea · Department of Energy, Aalborg University, Aalborg, Denmark

  31. WorldRoamBench: An Open-World Benchmark for Long-Horizon Stability of Interactive World Models

    Jun 30, 2026Ting-Bing Xu, Jiacheng Sui, Zhe Gao +12Video World ModelsWorld Models

    AMAP CV Lab, Alibaba Group · Nanjing University · Tsinghua University +1

  32. Autoencoder Architectures for Athlete Performance Scoring from Wearable Telemetry

    Jun 26, 2026Mateusz Kubita, Jan Zubalewicz, Krzysztof SiwekAutoencoder ArchitecturesAthleticism

    Warsaw University of Technology Warsaw, Poland

  33. Not All Relations Rotate Alike: Transformation-Aware Decoupling for Viewpoint-Robust 3D Scene Graph Generation

    Jun 25, 2026Jingjun Sun, Chaowei Wang, Zhirui Liu +43D Scene GraphsTransform

    Northwestern Polytechnical University, Xi’an, Shaanxi, China · ShanghaiTech University, Shanghai, China

  34. Scalability of Morality: A Particle-Based Numerical Study on the Decoupling of Law and Ethics in Large-Scale Populations

    Jun 25, 2026Amir Arslan Haghrah, Amir Aslan HaghrahSocial DynamicsMoral Reasoning

  35. Improving Neural Network Training by Decoupling the Magnitude and Direction of Weight Vectors

    Jun 24, 2026Alexander Hägele, Alejandro Hernández-Cano, Atli Kosson +1Adaptive OptimizersDecoupling

    Machine Learning and Optimization Lab, EPFL

  36. Heterogeneous Knowledge Distillation via Geometry Decoupling and Momentum-Aware Gradient Regulation

    Jun 23, 2026Wuming Yang, Xiang Zhang, Hongmin ZhaoKnowledge DistillationExponential Moving Average

    School of Computer and Mathematics, Central South University of Forestry and Technology, Changsha, Hunan, China · College of Computer Science and Technology, and the Laboratory of Digitizing Software for Frontier Equipment, National University of Defense Technology, Changsha, Hunan, China

  37. OrthoMotion:Disentangling Camera and Subject Motion via Geometry Semantics Orthogonal Attention

    Jun 22, 2026Zijie MengCamera ControlCamera-Conditioned Video Generation

    Peking University, China

  38. Fed-CausalDiff: Decoupled Synchronization for Federated Do-Simulation and Policy Evaluation

    Jun 21, 2026Pengfei Li, Mohammad KhalilFederated LearningPolicy Evaluation

    Centre for the Science of Learning & Technology (SLATE), University of Bergen Bergen, Norway

  39. Decoupling Search from Reasoning: A Vendor-Agnostic Grounding Architecture for LLM Agents

    Jun 17, 2026Emmanuel Aboah Boateng, Kyle MacDonald, Amardeep Kumar +2Large Language Model AgentsDecoupling

    DoorDash, Inc.

  40. Decoupling Semantics from Distortions: Multi-Scale Two-Stream Vision-Language Alignment for AI-Generated Image Quality Assessment

    Jun 15, 2026Zijie MengVision-Language AlignmentContrastive Language-Image Pre-Training Model

    Peking University

  41. DDPO-VC: Speaker De-Identification via Diffusion Denoising Policy Optimization

    Jun 13, 2026Liming Wang, Cody Karjadi, Rhoda Au +1SpeakerDiscriminative Models

    MIT CSAIL · Cambridge, USA · Boston University +1

  42. AIR-VLA+: Decoupling Movement and Manipulation via Cascaded Dual-Action Decoders with Asymmetric MoE for Aerial Robots

    Jun 11, 2026Jianli Sun, Bin Tian, Qiyao Zhang +6Aerial ManipulationAerial Robots

    The Institute of Automation, Chinese Academy of Sciences · School of Automation, Beijing Institute of Technology · College of Automotive and Energy Engineering, Tongji University +2

  43. Decoupling Thought from Speech: Knowledge-Grounded Counterfactual Reasoning for Resilient Multi-Agent Argumentation

    Jun 9, 2026Jakub Masłowski, Jarosław A. ChudziakMulti-Agent DebateDecoupling

    Institute of Computer Science, Warsaw University of Technology, Warsaw, Poland

  44. Scaling by Diversified Experience for Vision-Language-Action Models

    Jun 8, 2026Leiyu Wang, Zhaofengnian Wang, Xueqi Li +3Decoupling

    Shanghai Jiao Tong University · Shanghai Innovation Institute · Tongji University +3

  45. Decoupling Semantics and Logic: A Training-Free Coarse-to-Fine Pipeline for Video Retrieval-Augmented Generation

    Jun 6, 2026Jiaxin Dai, Zehang Wei, Jiamin Yan +1Multimodal Retrieval Augmented GenerationVideo Multimodal Large Language Models

    School of AI and Automation, Huazhong University of Science and Technology, China · School of Computer Science & Tech, Huazhong University of Science and Technology

  46. Dual-Route Top-K Retrieval with 1v1 VLM Reranking for the CoVR-R

    May 31, 2026Yuyang Sun, Yongliang Wu, Xingyu Zhu +8RerankingCross-Encoder Reranking

    Southeast University · National University of Singapore · Independent Researcher +2

  47. ZAPS-DA: Zero-Phase Action Policy Smoothing with Decoupled Actor for Continuous Control in Reinforcement Learning

    May 28, 2026Faiq ShamassSoft Actor-CriticDecoupling

    San Diego, CA, USA

  48. Decoupling Communication from Policy: Robust MARL under Bandwidth Constraints

    May 20, 2026Alexi Canesse, Benoît Goupil, Jesse Read +1Multi-Agent Reinforcement LearningBandwidth Extension

    École polytechnique (LIX), CNRS, Institut Polytechnique de Paris, Palaiseau, France

  49. Efficient Gradient Methods for Distributed Saddle Problems

    May 18, 2026Ruichen Luo, Anton Rodomanov, Sebastian U. StichDecentralized OptimizationPrimal-Dual Methods

    Institute of Science and Technology Austria · CISPA Helmholtz Center

  50. Resolving Representation Ambiguity in Feedforward Novel View Synthesis Transformer via Semantic-Spatial Decoupling

    May 18, 2026Yihang Wu, Yihang Sun, Shaofeng Zhang +4Novel View SynthesisSpatial Tokens

    Institute of Trustworthy Embodied Artificial Intelligence (TEAI), Fudan University · 3Sch. of Artificial Intelligence & Sch. of Computer Science, Shanghai Jiao Tong University · University of Science and Technology of China +1

  51. EchoSR: Efficient Context Harnessing for Lightweight Image Super-Resolution

    May 17, 2026Hanli Zhao, Binhao Wang, Shihao Zhao +3Real-World Image Super-ResolutionMultiscale

    College of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou 325000, China · vivo BlueImage Lab, vivo Mobile Communication Co., Ltd, Shanghai 200100, China · College of Engineering and Computer Science, Australian National University, Canberra, Australia +1

  52. A Regret Perspective on Online Multiple Testing

    May 13, 2026Qingyang Hao, Kongchang Zhou, Fang Kong +1False Discovery RateTwo-Sample Testing

    Southern University of Science and Technology

  53. VideoSEAL: Mitigating Evidence Misalignment in Agentic Long Video Understanding by Decoupling Answer Authority

    May 12, 2026Chenhao Qiu, Yechao Zhang, Xin Luo +2Long Video Question AnsweringTemporal Grounding

    Mango TV · Mango TV, Changsha, China · Nanyang Technological University +1

  54. Factual recall in linear associative memories: sharp asymptotics and mechanistic insights

    May 11, 2026Alessio Giorlandino, Sebastian Goldt, Antoine MaillardDense Associative MemoryFactual Recall

    1International School of Advanced Studies (SISSA), Trieste, Italy · 2INRIA Paris & DI ENS, PSL University, Paris, France

  55. Cosine-Gated Adam-Decay: Drop-In Staleness-Aware Outer Optimization for Decoupled DiLoCo

    May 9, 2026Vatsal Shah, Jiahao SunAdamMomentum Stochastic Gradient Descent

  56. Decoupling Endpoint and Semantic Transition Learning for Zero-Shot Composed Image Retrieval

    May 8, 2026Mingyu Liu, Sihan Huang, Yijia Fan +4Zero-Shot Composed Image RetrievalQuery Image

    1Sun Yat-sen University · 2Guangdong Province Key Laboratory of Information Security Technology, China · 3Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, China

  57. Hierarchical Dual-Subspace Decoupling for Continual Learning in Vision-Language Models

    May 8, 2026Mengxin Qin, Xiang Zhang, Kun Wei +2Continual LearningVision-Language Model Adaptation

    School of Electronic Engineering, Xidian University Xi’an 710071, China

  58. Decoupling Semantics and Fingerprints: A Universal Representation for AI-Generated Image Detection

    May 8, 2026Zhiyuan Wang, Yanxiang Chen, Pengcheng Zhao +2Ai-Generated Image DetectionForgeries

    Hefei University of Technology · Key Laboratory of Knowledge Engineering with Big Data · Key Laboratory of Knowledge Engineering with Big Data (Hefei University of Technology), Ministry of Education; School of Computer Science and Information Engineering, Hefei University of Technology; and Intelligent Interconnected Systems Laboratory of Anhui Province (Hefei University of Technology) +3

  59. Secure Seed-Based Multi-bit Watermarking for Diffusion Models from First Principles

    May 7, 2026Enoal Gesny, Eva GiboulotWatermarkingMulti-Bit Watermarking

    Inria, Rennes, France

  60. Large Vision-Language Models Get Lost in Attention

    May 7, 2026Gongli Xi, Ye Tian, Mengyu Yang +5Recent Vision-Language ModelsTransformer Residual Streams

    School of Cyberspace Security, Beijing University of Posts and Telecommunications, Beijing, China · State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China · School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications, Beijing, China +3