Zero-Shot Composed Image Retrieval

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3 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Graded-Relevance Composed Multimodal Retrieval for E-commerce Visual Search at Scale

    Sep 21, 2026Anubhav Gupta, Hrushikesh Mohapatra, Prijith Chandra +6Composed Image RetrievalZero-Shot Composed Image Retrieval

    Walmart Global Tech Bangalore, India · Walmart Global Tech Sunnyvale, United States

  2. Adaptive Cortically Constrained EEG-Vision Alignment for Zero-Shot Brain-to-Image Retrieval

    Sep 21, 2026Ye Wang, Haokun Ren, Wei Wu +4Electroencephalography DecodingHuman Visual Cortex

    School of Artificial Intelligence, Chongqing University of Posts and Telecommunications, Chongqing, China · School of Medicine, Shanghai Jiaotong University, Shanghai, China · National Center for Applied Mathematics in Chongqing, Chongqing Normal University, Chongqing, China +1

  3. From Model Patterns to Abstract Semantics in Compositional Zero-Shot Learning

    Sep 14, 2026Weize Li, Zhicheng Zhao, Fei SuZero-Shot Composed Image RetrievalZero-Shot

    Beijing University of Posts and Telecommunications · Beijing Key Laboratory of Network System and Network Culture · Key Laboratory of Interactive Technology and Experience System

  4. SeCo-SBIR: Semantically Consistent Prompt Learning for Zero-Shot Sketch-Based Image Retrieval

    Aug 4, 2026Long Hoang Dang, Tuan Nguyen Huu, Nguyen Minh Hieu +1Zero-Shot Composed Image RetrievalMultiple Prompt Learning Frameworks

    Posts and Telecommunications Institute of Technology Ha Noi, Vietnam

  5. Adjudicated Captioning: Multi-Agent Alignment Scoring and Consensus-Distilled Beam Arbitration for Strict Zero-Shot Image Captioning

    Jul 31, 2026Duy Tran Thanh, Thien-Phuc Doan, Long Nguyen-Vu +1Image Difference CaptioningZero-Shot Composed Image Retrieval

    AI Platform OneNexus, OneMount · School of Electronic Engineering, Soongsil University, Seoul 06978, South Korea · AI Laboratory, MoAdata, Seoul, South Korea +1

  6. FSDBN: Foreground-Aware EEG-Visual Alignment via Dynamic Brain Networks

    Jul 20, 2026Yiheng Liu, Chuhang Zheng, Peiliang Gong +3Electroencephalography DecodingHuman Brain Networks

    College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China · The International Joint Institute of Tianjin University, Fuzhou, Tianjin University, Tianjin, China

  7. Towards Vision-Free CIR: Attribute-Augmented Scoring and LLM-Based Reranking for Zero-Shot Composed Image Retrieval

    Jul 14, 2026Ryotaro Shimada, Yu-Chieh Lin, Yuji Nozawa +3Zero-Shot Composed Image RetrievalComposed Image Retrieval

    The University of Tokyo · Kioxia Corporation

  8. DiCE-CIR: Direct Composition Learning for Efficient Zero-Shot Composed Image Retrieval

    Jul 6, 2026Gwang-Ho Na, Ho-Joong Kim, Seong-Whan LeeZero-Shot Composed Image RetrievalZero-Shot

    Department of Artificial Intelligence, Korea University, Anam-dong, Seongbuk-ku, Seoul 02841, Korea

  9. FlowCIR: Semantic Transport via Flow Matching for Zero-Shot Composed Image Retrieval

    Jul 2, 2026Zhenqi He, Ziqi Jiang, Yuanpei Liu +3Zero-Shot Composed Image RetrievalZero-Shot

    The Hong Kong University of Science and Technology, Hong Kong SAR · The University of Hong Kong, Hong Kong SAR

  10. Learning to Compose: Revisiting Proxy Task Design for Zero-Shot Composed Image Retrieval

    Jul 1, 2026Jingjing Zhang, Lei Zhang, Zheren Fu +1Zero-Shot Composed Image RetrievalComposed Image Retrieval

    University of Science and Technology of China, Hefei, China

  11. Thinking Before Retrieving: Robust Zero-Shot Composed Image Retrieval via Strategic Planning and Self-Criticism

    Jun 30, 2026Gunho Jung, Jeong-Woo Park, Seon Bin Kim +1Zero-Shot Composed Image RetrievalMulti-Reference Image Generation

    Department of Artificial Intelligence, Korea University, Seoul, 02841, Republic of Korea

  12. Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval

    Jun 23, 2026Sachin Yadav, Deepak Saini, Anirudh Buvanesh +6Zero-Shot Composed Image RetrievalEncoders

    Microsoft Research · Microsoft · Indian Institute of Technology

  13. Beyond Scalar Distances: Semantic Attribute Gradients from Frozen MLLMs for Visual Embeddings

    Jun 13, 2026Shubhang Bhatnagar, Dheeraj Baiju, Narendra AhujaVisual EmbeddingsVision Encoders

    University of Illinois Urbana-Champaign

  14. Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets

    Jun 5, 2026Zhenyu Yang, Zemin Du, Shengsheng Qian +1Zero-Shot Composed Image RetrievalVision Datasets

  15. STiTch: Semantic Transition and Transportation in Collaboration for Training-Free Zero-Shot Composed Image Retrieval

    May 20, 2026Miaoge Li, Dongsheng Wang, Zening Sun +3Zero-Shot Composed Image RetrievalMultimodal Retrieval

    Department of COMP/LSGI, The Hong Kong Polytechnic University, Hong Kong SAR · College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China · The Hong Kong University of Science and Technology, Hong Kong SAR

  16. 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

  17. UniCVR: From Alignment to Reranking for Unified Zero-Shot Composed Visual Retrieval

    Apr 22, 2026Haokun Wen, Xuemeng Song, Haoyu Zhang +3Zero-Shot Composed Image RetrievalMultimodal Retrieval

    Harbin Institute of Technology (Shenzhen) Shenzhen, China · Southern University of Science and Technology Shenzhen, China · Pengcheng Laboratory Shenzhen, China +1

  18. Brain-Inspired Capture: Evidence-Driven Neuromimetic Perceptual Simulation for Visual Decoding

    Apr 20, 2026Feixue Shao, Guangze Shi, Xueyu Liu +6Brain-Computer InterfaceBrain-Inspired Synergistic Framework

    School of Mathematics, Taiyuan University of Technology, Shanxi 030024, China · College of Artificial Intelligence, Taiyuan University of Technology, Shanxi 030024, China · National Human Genetics Resource Center, National Research Institute for Family Planning, Beijing 100000, China +1

  19. Subject-Aware Multi-Granularity Alignment for Zero-Shot EEG-to-Image Retrieval

    Apr 20, 2026Lin Jiang, Qingshan She, Jiale Xu +3Zero-Shot Composed Image RetrievalVisual Embeddings

    School of Automation, Hangzhou Dianzi University, and also with Zhejiang Provincial Key Laboratory of Brain Computer Collaborative Intelligence Technology and Applications, Hangzhou, Zhejiang 310018, China

  20. G-MIXER: Geodesic Mixup-based Implicit Semantic Expansion and Explicit Semantic Re-ranking for Zero-Shot Composed Image Retrieval

    Apr 16, 2026Jiyoung Lim, Heejae Yang, Jee-Hyong LeeZero-Shot Composed Image RetrievalComposed Image Retrieval

    Sungkyunkwan University

  21. Generating a Paracosm for Training-Free Zero-Shot Composed Image Retrieval

    Jan 31, 2026Tong Wang, Yunhan Zhao, Shu KongZero-Shot Composed Image RetrievalComposed Image Retrieval

    University of Macau, Macau 999078, China · Uiversity of California at Irvine, Irvine, CA 92697, USA · Institute of Collaborative Innovation, University of Macau, Macau 999078, China