Image-Text Alignment

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  1. Frozen Scenes, Shifting Winners: Configuration Fragility in Text-to-3D Evaluation

    Sep 30, 2026Anson Y. Lam, Shuqing Li, Michael R. Lyu3D Generative ModelsImage-Text Alignment

    Department of Computer Science and Engineering The Chinese University of Hong Kong Hong Kong, China

  2. GATE-ST: Gene-Aware Text-image Encoder for Spatial Transcriptomics

    Sep 30, 2026Lucas Ni, Jian Luo, Wentao Huang +1Spatial TranscriptomicsImage-Text Alignment

    Ridge High School Basking Ridge, United States · Stony Brook University Stony Brook, United States

  3. Dual-Mode Low-Rank Learner with Bridge-Prototype Ensemble for Vision-Language Class-Incremental Learning

    Sep 29, 2026Chiyuan He, Zihuan Qiu, Fanman Meng +5Class-Incremental LearningImage-Text Alignment

    University of Electronic Science and Technology of China, Chengdu, China · Qiyuan Lab, Beijing, China

  4. TOLA: Text-aware One-Step Latent Adaptation for Diffusion-based Text Image Super-Resolution

    Sep 24, 2026Yike Xu, Yue Shi, Yong Guo +1Real-World Image Super-ResolutionText-To-Image Diffusion Models

    Shanghai Jiao Tong University · University of Chinese Academy of Sciences · Shanghai AI Laboratory

  5. SVG-Score: Human-Aligned Evaluation of Text-to-SVG Generation

    Sep 3, 2026Marco Cipriano, Leonardo Zini, Alexandra Schild +5Scalable Vector GraphicImage-Text Alignment

    Hasso-Plattner Institute, Germany · University of Modena and Reggio Emilia, Italy

  6. 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

  7. ViTAL-X: Video-Text Alignment with Cross-Modal Temporal Edits

    Sep 1, 2026Sethuraman T, Savya Khosla, Onkar Kishor Susladkar +6Video-Language ModelsImage-Text Alignment

    University of Illinois Urbana-Champaign · Adobe Research

  8. Embedding Rotation Invariance for Provable Multi-Oriented Scene Text Recognition

    Aug 11, 2026Zhibin Ma, Pengwen Dai, Yi Liu +3Scene Text RecognitionDetection Transformer

    Shenzhen Campus of Sun Yat-sen University, China · Shenzhen Key Laboratory of Adversarial Artificial Intelligence, China · Baidu Inc., China +1

  9. Entity-Faithful Repair of Synthetic Supervision for Zero-Shot Image Captioning

    Aug 2, 2026Zhiyue Liu, Wenkai Zhou, Jian Qin +1Image Difference CaptioningImage-Text Alignment

    School of Computer, Electronics and Information Guangxi Key Laboratory of Multimedia Communications and Network Technology Guangxi University Nanning, Guangxi, China

  10. Theia: Large-Scale Multimodal Captioning and Automated Validation of the Incidents1M Dataset for Data-Free Distillation

    Jul 30, 2026Simone Giano, Lorenzo Severini, Alessandro Galdelli +1Multimodal DatasetCross-Modal Distillation

    aDipartimento di Ingegneria dell’Informazione, Università Politecnica delle Marche, Via Brecce Bianche 12, Ancona, 60121, Marche, Italy

  11. EVL-MCoT: Enhanced Vision-Language Multi-CoT for Harmful Meme Detection

    Jul 24, 2026Hao Yang, Jin Wang, Xuejie ZhangMemesRecent Vision-Language Models

    School of Information Science and Engineering, Yunnan University, Kunming, China

  12. TextSLIP: Text Self-Supervised CLIP for Medical Report Generation

    Jul 24, 2026Haoyu Jiang, Ziping CongMedical Vision-Language ModelsImage-Text Alignment

    Centre for Artificial Intelligence and Robotics (CAIR) · Hong Kong Institute of Science & Innovation · Chinese Academy of Sciences

  13. DINOde: Continuous Vision-Text Alignment for Open-Vocabulary Semantic Segmentation

    Jul 23, 2026Sung-Hoon Yoon, Hoyong Kwon, Changgyoon Oh +1Open-Vocabulary SegmentationImage-Text Alignment

    Multimodal Intelligence and Perception Lab., DGIST, Republic of Korea · Visual Intelligence Lab., KAIST, Republic of Korea

  14. Multi-Axis Max@K Reinforcement Learning for Representative Diversity in Text-to-Image Generation

    Jul 16, 2026Ku Onoda, Paavo Parmas, Hiroki Furuta +4Text-To-ImageImage-Text Alignment

    The University of Tokyo

  15. Align and Segment: Unsupervised Learning for Building Segmentation From Misaligned Labels

    Jul 12, 2026Venkanna Babu Guthula, Oswin Krause, Dimitri Gominski +5Semantic SegmentationImage-Text Alignment

    University of Copenhagen, Copenhagen, Denmark · Royal Danish Academy, Copenhagen, Denmark

  16. VTaMo: Video-Text Alignment Model for Sign Language Translation

    Jul 10, 2026Junyi Hu, Zhewen He, Haomian Huang +2Gloss-Free Sign Language TranslationSign Language Translation

    New York University Abu Dhabi, UAE · ChatSign Technology

  17. Efficient bias mitigation in T2I diffusion models using Concept Graphs

    Jul 3, 2026Mansi, Avinash Kori, Francesco LeofanteText-To-Image Diffusion ModelsDiffusion Alignment

    Department of Computing Imperial College London

  18. MoVA: Learning Asymmetric Dual Projections for Modular Long Video-Text Alignment

    Jul 1, 2026Peiyuan Zhu, Shaoan Xie, Zijian Li +5Image-Text AlignmentEntanglement

    Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE · Carnegie Mellon University, Pittsburgh, PA, USA

  19. 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

  20. The Illusion of High Utility in Safety Alignment of Text-to-Image Diffusion Models

    Jul 1, 2026Adeel Yousaf, Soumik Ghosh, James Beetham +2Text-To-Image Diffusion ModelsText-To-Image

    Institute of Artificial Intelligence University of Central Florida, Orlando, United States

  21. TextDS: Parameter-Efficient Representation Alignment for Scene Text Detection under Distribution Shifts

    Jun 26, 2026Boyuan Chen, Zichen Dang, Chuang Yang +2Scene Text RecognitionImage-Text Alignment

    School of Electrical Engineering, Xi’an Jiaotong University · Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University

  22. Just how sure are you? Improving Verbalized Uncertainty Calibration in Medical VQA

    Jun 25, 2026Eren Senoglu, Federico Toschi, Nicolo Brunello +2Medical Visual Question AnsweringMultimodal Large Language Models

    Politecnico di Milano

  23. UniTranslator: A Unified Multi-modal Framework for End-to-end In-Image Machine Translation

    Jun 23, 2026Jiahao Lyu, Pei Fu, Zhenhang Li +6Unpaired Image-To-Image TranslationImage-Text Alignment

    Institute of Information Engineering, Chinese Academy of Science, China · MiLM Plus, Xiaomi Inc, China · School of Cyber Security, University of Chinese Academy of Science, China +2

  24. Token-to-Token Alignment of Text Embeddings for Semantic Blending

    Jun 22, 2026Saar Huberman, Ron Mokady, Or Patashnik +1Image-Text AlignmentText-To-Image

    1Tel Aviv University · 2BRIA AI

  25. Text-Vision Co-Instructed Image Editing

    Jun 15, 2026Chenxi Xie, Yuhui Wu, Qiaosi Yi +1Image EditingVisual In-Context Learning

    The Hong Kong Polytechnic University · OPPO Research Institute

  26. Improving Text-Instance Alignment Of Foreground Conditioned Out-Painting Via Customized Concept Embedding

    Jun 9, 2026Yihao Zhao, Xuan Han, Bin He +1InpaintingImage-Text Alignment

    College of Electronic and Information Engineering, Tongji University, Shanghai, China · State Key Laboratory of Autonomous Intelligent Unmanned Systems, Frontiers Science Center for Intelligent Autonomous Systems, Ministry of Education, Shanghai, China

  27. 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

  28. VT-3DAD: Cross-Category 3D Anomaly Detection via Visual-Text Normal Space Alignment

    Jun 3, 2026Zi Wang, Katsuya Hotta, Yawen Zou +4Multimodal Anomaly DetectionFrozen Contrastive Language-Image Pre-Training Visual Encoder

    Niigata University, Niigata-city, Japan · Iwate University, Morioka, Japan · University of Toyama, Toyama-city, Japan

  29. End-to-End Text Line Detection and Ordering

    Jun 2, 2026Benjamin KiesslingScene Text RecognitionText Analysis and Detection

    ALMAnaCH · ALMAnaCH, Inria, France

  30. G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs

    Jun 1, 2026Yuhan Wang, Yibo Ding, Yutong Ye +4Replay-Based Continual LearningMulti-Lora

    School of Computer Science and Engineering, Beihang University Beijing, China · Department of Statistics, Columbia University New York, NY, USA · College of Computer Science, Beijing University of Technology Beijing, China

  31. Training-free image inversion for one-step diffusion models

    May 31, 2026Tao Wu, Senmao Li, Yaxing Wang +3Diffusion-Based Image EditingDiffusion Inversion

    Computer Vision Center, Universitat Autonoma de Barcelona, Barcelona, 08193, Spain · Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, United Arab Emirates · Jilin University, 130012, Changchun, Jilin, China +3

  32. Omni-Supervised Motion Editing: Balancing Change and Invariance through Positive-Negative Learning

    May 29, 2026Zhenwu Shi, Jingyu Gong, Peiwei Wang +7Text-To-Motion GenerationImage-Text Alignment

    Shanghai Institute of Artificial Intelligence for Education, East China Normal University, China · School of Computer Science and Technology, East China Normal University, China · Shanghai Key Laboratory of Computer Software Evaluating and Testing, China +4

  33. Semantic Motion Anchors: Bridging Motion and Meaning in Co-Speech Gestures

    May 28, 2026Varsha Suresh, Mohammad Mahdi Abootorabi, Mohamed Salman +5Co-Speech Gesture GenerationSemantic Anchor

    1Saarland University · University of British Columbia · 4Vector Institute +2

  34. Alignment-Guided Score Matching for Text-to-Image Alignment in Diffusion Models

    May 28, 2026Jaa-Yeon Lee, Yeobin Hong, Taesung Kwon +1Text-To-Image Diffusion ModelsDiffusion Alignment

    Graduate School of AI, KAIST, South Korea.

  35. DiffSpot: Can VLMs Spot Fine-Grained Visual Differences in Web Interfaces?

    May 28, 2026Linhao Zhang, Aiwei Liu, Yuan Liu +1Image-Text AlignmentLogical Connectives

    WeChat AI, Tencent Inc.

  36. Evi-Steer: Learning to Steer Biomedical Vision-Language Models through Efficient and Generalizable Evidential Tuning

    May 25, 2026Taha Koleilat, Hassan Rivaz, Yiming XiaoVision-Language Model AdaptationCross-Modal

    Concordia University, Montreal, Canada

  37. Towards Anatomically Plausible Human Image Generation via Synthetic Localized Preferences

    May 25, 2026Bao Li, Yuliang Xiu, Zhen LiuAnatomical PriorsImage-Text Alignment

    Westlake University · The Chinese University of Hong Kong, Shenzhen

  38. Do Image-Text Metrics Respect Semantic Invariances?

    May 23, 2026Amit Agarwal, Hitesh Laxmichand Patel, Meizhu Liu +9Image-Text AlignmentExplanation Consistency Score

    Oracle AI

  39. Pareto-Enhanced Portrait Generation: Vision-Aligned Text Supervision for Alignment, Realism, and Aesthetics

    May 20, 2026Yunlong Wang, Jinjin Shi, Wenbin Gao +3Text-To-Image Diffusion ModelsImage-Text Alignment

    Xiaomi Corporation Nanjing, China · Xiaomi Corporation Beijing, China

  40. Boosting Text-to-Image Diffusion Models via Core Token Attention-Based Seed Selection

    May 19, 2026Yunzhe Zhang, Hongfu Liu, Pengyu HongText-To-Image Diffusion ModelsText-To-Image

    Brandeis University

  41. Do You Need Text Rectification? Soft Attention Mask Embedding for Rectification-Free Scene Text Spotting

    May 18, 2026Antonio Colombo, Giovanni BianchiScene Text RecognitionRectification

    School of Information, Polytechnic University of Turin, Italy

  42. Single-Sample Black-Box Membership Inference Attack against Vision-Language Models via Cross-modal Semantic Alignment

    May 17, 2026Jiaqing Li, Yajuan Lu, Xiaochuan Shi +3Membership Inference AttacksCross-Modal Alignment

    1Wuhan University · 2Tarim University

  43. Beyond Detection: A Structure-Aware Framework for Scene Text Tracking

    May 17, 2026Chenmin Yu, Liu Yu, Daiqing Wu +3Scene Text RecognitionMulti-Object Tracking

    1VCIP & TMCC & DISSec, College of Computer Science & College of Cryptology and Cyber Science, Nankai University · Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China.

  44. Training-Free Occluded Text Rendering via Glyph Priors and Attention-Guided Semantic Blending

    May 16, 2026Jingqi Hou, Hongtian WangFew-Shot Font GenerationOcclusion

    1,2College of Computer Science, Beijing University of Technology, Beijing, China

  45. Masked Next-Scale Prediction for Self-supervised Scene Text Recognition

    May 14, 2026Zhuohao Chen, Zeng Li, Yifei Zhang +2Scene Text RecognitionMulti-Scale Attention

    1Nankai University · Institute of Information Engineering, Chinese Academy of Sciences · Department of Automation and BNRist, Tsinghua University

  46. Flow-OPD: On-Policy Distillation for Flow Matching Models

    May 8, 2026Zhen Fang, Wenxuan Huang, Yu Zeng +8Text-To-Image Diffusion ModelsImage-Text Alignment

    University of Science and Technology of China · University of California, Los Angeles · 3The Chinese University of Hong Kong +1

  47. LAGO: Language-Guided Adaptive Object-Region Focus for Zero-Shot Visual-Text Alignment

    May 4, 2026Junyi Hu, Qiji Zhou, Lei Zhang +1Image-Text Alignment

    Beijing Jiaotong University · Westlake University · Rochester Institute of Technology

  48. COHERENCE: Benchmarking Fine-Grained Image-Text Alignment in Interleaved Multimodal Contexts

    Apr 30, 2026Bingli Wang, Huanze Tang, Haijun Lv +5Multimodal Large Language ModelsImage-Text Alignment

    1Southeast University · 2Shanghai AI Laboratory

  49. ESICA: A Scalable Framework for Text-Guided 3D Medical Image Segmentation

    Apr 27, 2026Yu Xin, Gorkem Can Ates, Jun Ma +53D Medical Image SegmentationImage-Text Alignment

    University of Florida · University of Toronto · NVIDIA Corporation

  50. MuSS: A Large-Scale Dataset and Cinematic Narrative Benchmark for Multi-Shot Subject-to-Video Generation

    Apr 26, 2026Haojie Zhang, Di Wu, Bingyan Liu +5Interactive Video GenerationCinematic Ideal

    South China University of Technology · Guangzhou, China · Fudan University +3

  51. Oracle Noise: Faster Semantic Spherical Alignment for Interpretable Latent Optimization

    Apr 26, 2026Haosen Li, Wenshuo Chen, Lei Wang +3Diffusion AlignmentText-To-Image Diffusion Models

    1The Hong Kong University of Science and Technology (Guangzhou) · 2Griffith University & Data61/CSIRO

  52. From Global to Local: Rethinking CLIP Feature Aggregation for Person Re-Identification

    Apr 24, 2026Aotian Zheng, Winston Sun, Bahaa Alattar +2Re-IdentificationContrastive Language-Image Pre-Training Model

    Department of Electrical and Computer Engineering, University of Washington, Seattle, WA 98195 · Applied Physics Laboratory, University of Washington, Seattle, WA 98195

  53. Rethinking Cross-Domain Evaluation for Face Forgery Detection with Semantic Fine-grained Alignment and Mixture-of-Experts

    Apr 23, 2026Yuhan Luo, Tao Chen, Decheng LiuFace Forgery DetectionCross-Dataset Benchmark

    School of Cyber Engineering, Xidian University, Xi’an 710071, Shaanxi, P. R. China

  54. Towards Universal Skeleton-Based Action Recognition

    Apr 18, 2026Jidong Kuang, Hongsong Wang, Jie GuiSkeleton-Based Action RecognitionOpen-Vocabulary Action Recognition

    School of Cyber Science and Engineering, Southeast University, Nanjing, China · School of Computer Science and Engineering, Southeast University, Nanjing, China

  55. LeapAlign: Post-Training Flow Matching Models at Any Generation Step by Building Two-Step Trajectories

    Apr 16, 2026Zhanhao Liang, Tao Yang, Jie Wu +2Contrastive Flow MatchingImage-Text Alignment

    1The Australian National University · 2ByteDance Seed

  56. ET-SAM: Efficient Point Prompt Prediction in SAM for Unified Scene Text Detection and Layout Analysis

    Mar 26, 2026Xike Zhang, Maoyuan Ye, Juhua Liu +1Segment Anything ModelScene Text Recognition

    School of Computer Science, National Engineering Research Center for Multimedia Software, Institute of Artificial Intelligence, and Hubei Key Laboratory of Multimedia and Network Communication Engineering, Wuhan University, China

  57. Fine-grained Motion Retrieval via Joint-Angle Motion Images and Token-Patch Late Interaction

    Mar 10, 2026Yao Zhang, Zhuchenyang Liu, Yanlan He +2Text-To-Motion GenerationLatent Motion

    Aalto University, Espoo, Finland · Fudan University, Shanghai, China · Georgia Institute of Technology, Atlanta GA, USA

  58. Anchor to Expand: Semantic Anchoring for Personalized Text-to-Image Diffusion Models

    Nov 27, 2025Seoyun Yang, Gihoon Kim, Taesup KimText-To-Image Diffusion ModelsImage-Text Alignment

    Graduate School of Data Science, Seoul National University

  59. Test-Time Alignment of Text-to-Image Diffusion Models via Null-Text Embedding Optimisation

    Nov 25, 2025Taehoon Kim, Henry Gouk, Timothy HospedalesDiffusion AlignmentText-To-Image Diffusion Models

    School of Informatics, University of Edinburgh · 2Samsung AI Center, Cambridge

  60. TCMA: Text-Conditioned Multi-granularity Alignment for Drone Cross-Modal Text-Video Retrieval

    Oct 11, 2025Zixu Zhao, Yang Zhan, Yunhao Li +1Text-To-Video Generation ModelImage-Text Alignment

    Carnegie Mellon University, Pittsburgh, PA 15213 USA · The Hong Kong Polytechnic University, Hong Kong, China · Wuhan University, Wuhan 430079, China