Contrastive Language-Image Pre-Training Model

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13 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. When Masking Helps or Hurts Robustness in Compressed CLIP: A Pre-Deployment Diagnostic

    Sep 30, 2026Muhammad Zawish, Steven DavyVisual Token PruningMask2Former

    Technological University Dublin, Ireland

  2. ShieldCLIP: Selective Safety Alignment for Harmful Content Mitigation in Multimodal Foundation Models

    Sep 30, 2026Tobia Poppi, Silvia Cappelletti, Samuele Poppi +4Safety AlignmentContrastive Language-Image Pre-Training Model

    University of Modena and Reggio Emilia, Modena, Italy. · University of Pisa, Pisa, Italy. · MBZUAI, Abu Dhabi, United Arab Emirates. +1

  3. Targeted Visual Counterfactual Explanations for Contrastive Vision-Language Model

    Sep 29, 2026Van Bach Nguyen, Jörg Schlötterer, Christin SeiferContrastive Language-Image Pre-Training ModelCounterfactual Explanation

    Marburg University, Germany

  4. Reprogramming Vision-Language Models via Structured Prompt Reparameterization

    Sep 29, 2026Zizhao Li, Chengyi Cai, Mohammed Yaqoob Ansari +3Contrastive Language-Image Pre-Training ModelIntra-Class

    The University of Melbourne, Melbourne, Australia

  5. A Visual Classification Dataset and Model Evaluation for Historical Manuscript Illustrations

    Sep 27, 2026Yoav Evron, Michal Bar-Asher Siegal, Michael FireVision DatasetsHistorical Manuscripts

    Faculty of Computer and Information Science, Ben-Gurion University of the Negev, Be’er Sheva, Israel · The Goldstein-Goren Department of Jewish Thought, Ben-Gurion University of the Negev, Be’er Sheva, Israel

  6. HyperCLIP++: Fine-tuning CLIP forOpen-vocabulary Semantic Segmentation in Hyperbolic Space

    Sep 21, 2026Zelin Peng, Zhengqin Xu, Changsong Wen +4Contrastive Language-Image Pre-Training ModelOpen-Vocabulary Segmentation

    MoE Key Lab of Artificial Intelligence, AI Institute, School of Computer Science, Shanghai Jiao Tong University, Shanghai 200240, China · State Key Laboratory of Infrared Physics, Shanghai Institute of Technical Physics, Chinese Academy of Science, Shanghai, 200083, China · Meituan, Shanghai, 200051, China

  7. Retrieval Geometry Shapes Cache-Based Clip Adaptation

    Sep 20, 2026Mahir Shahriar Tamim, Md. Samiul Alim, Azmine Toushik Wasi +5Contrastive Language-Image Pre-Training ModelImagenet

    Department of Electrical & Computer Engineering, North South University · Computational Intelligence and Operations Laboratory · Institute of Information Technology, Jahangirnagar University +2

  8. Multimodal Cultural Heritage Architectural Style Classification for Residential Buildings in the UAE Based on CLIP Embeddings and SVM

    Sep 15, 2026Ahmed Ammar Kubba, Manar Abu Talib, Iman Ibrahim +1Contrastive Language-Image Pre-Training ModelSupport Vector Machines

    Department of Computer Science University of Sharjah Sharjah, UAE · Department of Applied Design University of Sharjah Sharjah, UAE · Department of Computer Engineering University of Sharjah Sharjah, UAE

  9. TecoPrompt: Temporal-Conservative Prompt Learning for Vision-Language Models

    Sep 15, 2026Zeyi Shao, Haowen Hua, Jiaxin Zhang +3Multiple Prompt Learning FrameworksContrastive Language-Image Pre-Training Model

    Soochow University, Suzhou, China · NVIDIA, Shanghai, China · Heriot-Watt University Malaysia, Putrajaya, Malaysia +1

  10. FRPSS: Feature Rearrangement in Pre-Shape Space for Single-Image Generation

    Sep 15, 2026Yuexing Han, Haoxuan Zhang, Bing WangMulti-Reference Image GenerationSingle-Cell Foundation Models

    School of Computer Engineering and Science, Shanghai University, 99 Shangda Road, Shanghai 200444, People’s Republic of China · Key Laboratory of Silicate Cultural Relics Conservation (Shanghai University), Ministry of Education

  11. Bridging Vision Foundation Model Priors with CLIP for Spatial-aware Few-shot Anomaly Detection in Medical Images

    Sep 14, 2026Juzheng Miao, Yuchen Yuan, Cheng Chen +1Medical ImagesLesion

    Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, China · Department of Electrical and Computer Engineering, The University of Hong Kong, Hong Kong, China · School of Biomedical Engineering, The University of Hong Kong, Hong Kong, China +1

  12. Low-Rank Prompt Learning for Vision-Language Models with Fixed-Token Bases

    Sep 8, 2026Tanvir Muntakim Tonoy, Sajjad Ghiasvand, Mahnoosh Alizadeh +1Multiple Prompt Learning FrameworksContrastive Language-Image Pre-Training Model

    Department of Electrical and Computer Engineering UC Santa Barbara Santa Barbara, CA 93106, USA

  13. CrACK: Adversarial Attacks on Cross-Model Consistency in Collaborative Vision Foundation Models

    Sep 7, 2026Feifei Liu, Jintao Cheng, Chi Man Vong +1Adversarial ExamplesContrastive Language-Image Pre-Training Model

    the School of Data science and Engineering, South China Normal University · Hong Kong University of Science and Technology · University of Macau

  14. Exploring the Potential of Contrastive Language-Image Pre-training for Multi-Source Remote Sensing Data

    Sep 3, 2026Xiangyang Miao, Kelu Yao, Yekai Huang +7Remote SensingContrastive Language-Image Pre-Training Model

    School of Computer Science and Technology, Zhejiang University · Space-based Computing System Research Center, Zhejiang Lab

  15. When Modality Gap Reduction Fails: Prediction-Level Hubness in CLIP

    Sep 1, 2026Shota Sato, Hajime Kiyama, Tosho Hirasawa +1Modality GapContrastive Language-Image Pre-Training Model

    Hitotsubashi University

  16. Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement

    Aug 4, 2026Chunyang Jiang, Pingping Zhang, Yuzhi Zhao +9Multimodal Large Language ModelsContrastive Language-Image Pre-Training Model

    Hong Kong University of Science and Technology · City University of Hong Kong · Chinese University of Hong Kong

  17. SAFE-Merge: Data-Free Continual Model Merging with General Knowledge Preservation

    Aug 2, 2026Zihuan Qiu, Zhiyang Liao, Chiyuan He +5Continual Model MergingReplay-Based Continual Learning

    University of Electronic Science and Technology of China, Chengdu, China · Dalian University of Technology, Dalian, China

  18. Anchoring and Steering Diffusion: Enhancing the Faithfulness of Text-to-Image Generation at Inference Time

    Jul 29, 2026Xinyi Wang, Yuyang Huang, Yalin Su +4Text-To-Image Diffusion ModelsDiffusion Alignment

    Shanghai Jiao Tong University, Shanghai, China

  19. Rethinking Expert Training for Model Merging with Prompt Learning

    Jul 27, 2026Christos Georgakilas, Aniello Panariello, Samir El Karrat Moreno +3Continual Model MergingContrastive Language-Image Pre-Training Model

    Computer Vision Center, Barcelona, Spain · Universitat Aut`onoma de Barcelona, Barcelona, Spain · AImageLab, University of Modena and Reggio Emilia, Italy

  20. IJCB-AFMFR 2026: Competition on Adapting Foundation Models for Face Recognition Using Synthetic Training Data

    Jul 27, 2026Tahar Chettaoui, Guray Ozgur, Eduarda Caldeira +13Face Recognition ModelSynthetic Training Data

    Fraunhofer Institute for Computer Graphics Research IGD, Germany · Technical University of Darmstadt, Germany · Vilnius University, Lithuania +5

  21. AspectCLIP: Optimizing CLIP Representation Space via Aspect-Guided Consistency Regularization

    Jul 15, 2026Yiyang Yao, Shanglin Liu, Jianming Lv +4Contrastive Language-Image Pre-Training ModelRegularization

    School of Computer Science and Technology, South China University of Technology, Guangzhou, China

  22. Fine-grained CLIP fine-tuning with self-annotated region alignment

    Jul 15, 2026Chenyang Zhao, Wei Lin, Antoni B. Chan +1Contrastive Language-Image Pre-Training ModelFine-Grained Perception

    Department of Computer Science, City University of Hong Kong · Division of Social Science, Hong Kong University of Science & Technology

  23. The Hyperspherical Geometry of CLIP Latent Space: A Semantic Mixture Model

    Jul 15, 2026Zijie Yu, Gaowen Liu, Ramana Rao Kompella +2Contrastive Language-Image Pre-Training ModelSpherical Latent Space

    Tsinghua University · Cisco Research · University of Illinois Chicago

  24. GeoSEAN: Explainable Country-Level Image Geolocation for ASEAN Regions

    Jul 14, 2026Muhamad Syukron, Danish Rafie Ekaputra, Tintrim Dwi Ary WidhianingsihCross-View Geo-LocalizationGeogs-Slam

    Department of Statistics Institut Teknologi Sepuluh Nopember Surabaya, Indonesia

  25. Towards Robustness against Typographic Attack with Training-free Concept Localization

    Jul 2, 2026Bohan Liu, Wenqian Ye, Guangzhi Xiong +3Contrastive Language-Image Pre-Training ModelVision Transformer

    University of Virginia, Charlottesville VA 22903, USA

  26. HyFL-CLIP: Hyperbolic Fine-Tuning of CLIP for Robust Long-Context Understanding

    Jul 1, 2026Ji Ha Jang, Hayeon Kim, Chulwon Lee +2Contrastive Language-Image Pre-Training ModelEfficient Long-Context Inference

    1Dept. of Electrical and Computer Engineering, 2IPAI, 3INMC & AIIS, Seoul National University, Republic of Korea

  27. ReasonCLIP-58M: Visually Grounded Commonsense Reasoning Supervision for CLIP

    Jun 25, 2026Sicheng Zhang, Muzammal Naseer, Binzhu Xie +5Contrastive Language-Image Pre-Training ModelVisual Representations

    Khalifa University · University of Western Australia · The Chinese University of Hong Kong +2

  28. Bridging the Manifold Gap: Riemannian Residual Line Search for One-Step Image Editing

    Jun 23, 2026Hongzhu Yi, Zhongtian Luo, Tong Li +2Diffusion-Based Image EditingImage Editing

    UCAS · WashU · SHU

  29. Universal Guideline-Driven Image Clustering via a Hybrid LLM Agent

    Jun 23, 2026Wenliang Zhong, Rob Barton, Lucas Goncalves +7Contrastive Language-Image Pre-Training ModelClustering

    1The University of Texas at Arlington · 2Amazon

  30. Data Selection Through Iterative Self-Filtering for Vision-Language Settings

    Jun 22, 2026Andrei Liviu Nicolicioiu, Sarvjeet Singh Ghotra, Morgane M. Moss +1Contrastive Language-Image Pre-Training ModelVision-Language Foundation Models

    Mila, Université de Montréal

  31. Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation

    Jun 21, 2026Na Sang, Ding Ma, Rui Sang +1Multiple Prompt Learning FrameworksContrastive Language-Image Pre-Training Model

    University of California, San Diego, La Jolla, CA, USA · Georgia Institute of Technology, Atlanta, GA, USA · Independent Researcher

  32. Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors

    Jun 16, 2026Kunlan Xiang, Haomiao Yang, Wenbo JiangContrastive Language-Image Pre-Training ModelPoisoning

    University of Electronic Science and Technology of China

  33. 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

  34. EPIG: Emotion-Based Prompting for Personalised Image Generation

    Jun 11, 2026Emna Othmen, Mohamed Yassine Landolsi, Lotfi Ben RomdhaneImage GenerationContrastive Language-Image Pre-Training Model

    MARS Research Lab LR17ES05, ISITCom, University of Sousse, Sousse, Tunisia.

  35. VL-DINO: Leveraging CLIP Vision-Language Knowledge for Open-Vocabulary Object Detectio

    Jun 10, 2026Hao Zhang, Qinran Lin, Linqi Song +1Open-Vocabulary Object DetectionVision-Language Foundation Models

    Chongqing University, Chongqing, China · City University of Hong Kong, Hong Kong, China

  36. STEDiff: Strengthening Text Embedding for Text-to-Image Alignment in Diffusion Model

    Jun 9, 2026Hailan Zhang, Haipeng Liu, Bo Fu +1Text-To-Image Diffusion ModelsImage-Text Alignment

    School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China · School of Computer and Artificial Intelligence, Liaoning Normal University, Dalian, China

  37. Training-Free Multi-Concept LoRA Composition with Prompt-Aware Weighting

    Jun 2, 2026Georgios Tsoumplekas, Stella Bounareli, Vasileios ArgyriouContrastive Language-Image Pre-Training ModelPersonalization

    Department of Networks and Digital Media, Kingston University London, UK

  38. Beyond False Stability: High-Noise Drift Gating for Test-Time Adversarial Defenses in Vision-Language Models

    Jun 2, 2026Hashmat Shadab Malik, Muzammal Naseer, Salman KhanAdversarial TrainingContrastive Language-Image Pre-Training Model

    Mohamed Bin Zayed University of AI, UAE · Khalifa University, UAE · Australian National University, Australia

  39. Density-Aware Translation of Spurious Correlations in Zero-Shot VLMs

    Jun 1, 2026Afsaneh Hasanebrahimi, Hanxun Huang, Christopher Leckie +1Contrastive Language-Image Pre-Training ModelModality Gap

    School of Computing and Information Systems, The University of Melbourne, Victoria, Australia.

  40. Detect Before You Leap: Mirage Detection in Vision-Language Models

    May 29, 2026Md. Shaown Miah, S. M. Taiabul Haque, Syed Ishtiaque Ahmed +1Contrastive Language-Image Pre-Training ModelVisual Evidence

    Indiana University Indianapolis · University of Toronto

  41. How can embedding models bind concepts?

    May 29, 2026Arnas Uselis, Darina Koishigarina, Seong Joon OhCross-ModalContrastive Language-Image Pre-Training Model

    University of Tübingen, Tübingen · 2KAIST AI

  42. Improving CLIP Adaptation by Breaking Tail Alignment for Source-Free Cross-Domain Few-Shot Learning

    May 28, 2026Shuai Yi, Yixiong Zou, Yuhua Li +1Vision-Language Model AdaptationContrastive Language-Image Pre-Training Model

    Institute of Artificial Intelligence, Huazhong University of Science and Technology, Wuhan, China · School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China.

  43. Retrieval-Augmented Long-Context Translation for Cultural Image Captioning: Gators submission for AmericasNLP 2026 shared task

    May 20, 2026Aashish Dhawan, Christopher Driggers-Ellis, Dzmitry Kasinets +2Image Difference CaptioningContrastive Language-Image Pre-Training Model

    University of Florida

  44. Dual-Prompt CLIP with Hybrid Visual Encoders for Occluded Person Re-Identification

    May 19, 2026Zhangjian Ji, Shaotong Qiao, Kai Feng +1Re-IdentificationDiverse Occlusion-And-Revelation Scenarios

    School of Computer & Information Technology, Shanxi University, Wucheng Rd.92, Taiyuan, 030006, Shanxi, China · Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, Wucheng Rd.92, Taiyuan, 030006, Shanxi, China

  45. PERL: Parameter Efficient Reasoning in CLIP Latent Space

    May 18, 2026Simone Carnemolla, Salvatore Calcagno, Daniela Giordano +2Vision-Language Model AdaptationContrastive Language-Image Pre-Training Model

    University of Catania

  46. Brain-to-Image Retrieval and Reconstruction via Multimodal EEG Alignment

    May 18, 2026Chi Kit Wong, Yan Liu, Haowen YanElectroencephalography DecodingContrastive Language-Image Pre-Training Model

  47. t-gems: text-guided exit modules for decreasing clip image encoder

    May 17, 2026Alberto Presta, Grzegorz Stefanski, Michal Byra +1Multimodal Deep LearningCross-Modal

    Samsung AI Center Warsaw · Institute of Fundamental Technological Research, PAS, Warsaw

  48. SHED: Style-Homogenized Embedding Alignment for Domain Generalization

    May 16, 2026Kai Gan, Tong WeiContrastive Language-Image Pre-Training ModelMultimodal Domain Generalization

    School of Computer Science and Engineering, Southeast University, Nanjing 210096, China · Key Laboratory of Computer Network and Information Integration (Southeast University), Ministry of Education, China

  49. Sparse Autoencoders enable Robust and Interpretable Fine-tuning of CLIP models

    May 15, 2026Fabian Morelli, Arnas Uselis, Ankit Sonthalia +1Contrastive Language-Image Pre-Training ModelModel Fine-Tuning

    University of Tübingen ∗ · University of Tübingen

  50. AGC: Adaptive Geodesic Correction for Adversarial Robustness on Vision-Language Models

    May 15, 2026Zhiwei Li, Jiacheng Xue, Weining Wang +4Contrastive Language-Image Pre-Training ModelData Augmentation

    1NLPR & MAIS, Institute of Automation, Chinese Academy of Sciences · School of Computer Science and Engineering, Central South University · University of Chinese Academy of Sciences

  51. ACE-LoRA: Adaptive Orthogonal Decoupling for Continual Image Editing

    May 14, 2026Yuehao Liu, Weijia Zhang, Xuanming Shang +4Image EditingReplay-Based Continual Learning

    Shanghai Jiao Tong University · Nanjing University · VIVO

  52. CLIP Tricks You: Training-free Token Pruning for Efficient Pixel Grounding in Large VIsion-Language Models

    May 13, 2026Sangin Lee, Yukyung ChoiVisual Token PruningLong Visual-Token Sequences

    Dept. of Artificial Intelligence and Robotics, Sejong University, Seoul, Republic of Korea · Artificial Intelligence and Robotics Institute (AIRI), Sejong University, Seoul, Republic of Korea

  53. ML-CLIPSim: Multi-Layer CLIP Similarity for Machine-Oriented Image Quality

    May 10, 2026Feng Ding, Haisheng Fu, Jie Liang +3Image Quality AssessmentLearned Image Compression

    Simon Fraser University · University of British Columbia · Eastern Institute of Technology +2

  54. Language-Conditioned Visual Grounding with CLIP Multilingual

    May 9, 2026J. de Curtò, Mauro Liz, I. de ZarzàContrastive Language-Image Pre-Training ModelRecent Vision-Language Models

    Department of Computer Applications in Science & Engineering, BARCELONA Supercomputing Center, Barcelona, Spain · Estudis d’Informàtica, Multimèdia i Telecomunicació, Universitat Oberta de Catalunya, Barcelona, Spain · Escuela T´ecnica Superior de Ingenier´ıa (ICAI), Universidad Pontificia Comillas, Madrid, Spain +2

  55. Coarse-to-Fine: Progressive Image Compression for Semantically Hierarchical Classification

    May 8, 2026Jungwoo Kim, Jun-Hyuk Kim, Jong-Seok LeeLearned Image CompressionNeural Codecs

    School of Integrated Technology, Yonsei University · BK21 Graduate Program in Intelligent Semiconductor Technology, Yonsei University · Department of Artificial Intelligence, Chung-Ang University

  56. Systematic Evaluation of Large Language Models for Post-Discharge Clinical Action Extraction

    May 7, 2026Shivali Dalmia, Ananya Mantravadi, Prasanna DesikanLarge Language Model PipelinesNatural Language Processing

    Centific AI Research · Centific Global Solutions, Inc.

  57. Memory-Efficient Continual Learning with CLIP Models

    May 5, 2026Ryan King, Gang Li, Bobak Mortazavi +1Contrastive Language-Image Pre-Training ModelReplay-Based Continual Learning

    Department of Computer Science Texas A&M University College Station, TX 77843 · Texas A&M University College Station, TX 77843

  58. One Single Hub Text Breaks CLIP: Identifying Vulnerabilities in Cross-Modal Encoders via Hubness

    Apr 30, 2026Hiroyuki Deguchi, Katsuki Chousa, Yusuke SakaiCross-ModalCaptions

    NTT, Inc. · Nara Institute of Science and Technology

  59. Leveraging Verifier-Based Reinforcement Learning in Image Editing

    Apr 30, 2026Hanzhong Guo, Jie Wu, Jie Liu +6Image EditingContrastive Language-Image Pre-Training Model

    School of Computing and Data Science, The University of Hong Kong · ByteDance Seed · CUHK +1

  60. Probing CLIP's Comprehension of 360-Degree Textual and Visual Semantics

    Apr 27, 2026Hai Wang, Xiaochen Yang, Mingzhi Dong +1Frozen Contrastive Language-Image Pre-Training Visual EncoderContrastive Language-Image Pre-Training Model

    Department of Statistical Science, University College London, UK · School of Mathematics and Statistics, University of Glasgow, UK · Department of Computer Science, University of Bath, UK.