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| Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training | Jan 1, 2025 | Image-text RetrievalImage to text | —Unverified | 0 |
| AGATE: Stealthy Black-box Watermarking for Multimodal Model Copyright Protection | Apr 28, 2025 | Adversarial AttackAnomaly Detection | —Unverified | 0 |
| Anatomy-Aware Conditional Image-Text Retrieval | Mar 10, 2025 | AnatomyContrastive Learning | —Unverified | 0 |
| AnyAttack: Towards Large-scale Self-supervised Adversarial Attacks on Vision-language Models | Oct 7, 2024 | Image CaptioningImage-text Retrieval | —Unverified | 0 |
| Approximate Fiber Product: A Preliminary Algebraic-Geometric Perspective on Multimodal Embedding Alignment | Nov 30, 2024 | Image-text RetrievalRepresentation Learning | —Unverified | 0 |
| Assessing Brittleness of Image-Text Retrieval Benchmarks from Vision-Language Models Perspective | Jul 21, 2024 | Image-text RetrievalInformation Retrieval | —Unverified | 0 |
| Asymmetrically Weighted CCA And Hierarchical Kernel Sentence Embedding For Image & Text Retrieval | Nov 19, 2015 | Image-text RetrievalModel Selection | —Unverified | 0 |
| Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP | Jul 18, 2023 | AttributeImage-text Retrieval | —Unverified | 0 |
| Barking Up The Syntactic Tree: Enhancing VLM Training with Syntactic Losses | Dec 11, 2024 | Image-text RetrievalQuestion Answering | —Unverified | 0 |
| Beat: Bi-directional One-to-Many Embedding Alignment for Text-based Person Retrieval | Jun 9, 2024 | Image-text RetrievalPerson Retrieval | —Unverified | 0 |
| Breaking Language Barriers or Reinforcing Bias? A Study of Gender and Racial Disparities in Multilingual Contrastive Vision Language Models | May 20, 2025 | Image-text RetrievalText Retrieval | —Unverified | 0 |
| Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs | Apr 24, 2025 | Image-text RetrievalInstruction Following | —Unverified | 0 |
| CODER: Coupled Diversity-Sensitive Momentum Contrastive Learning for Image-Text Retrieval | Aug 21, 2022 | ClusteringContrastive Learning | —Unverified | 0 |
| CommerceMM: Large-Scale Commerce MultiModal Representation Learning with Omni Retrieval | Feb 15, 2022 | Image-text RetrievalRepresentation Learning | —Unverified | 0 |
| Filter & Align: Leveraging Human Knowledge to Curate Image-Text Data | Dec 11, 2023 | Image CaptioningImage-text Retrieval | —Unverified | 0 |
| Constructing Image-Text Pair Dataset from Books | Oct 3, 2023 | Image-text RetrievalOptical Character Recognition (OCR) | —Unverified | 0 |
| Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval | Sep 12, 2021 | FormImage-text Retrieval | —Unverified | 0 |
| Constructing Phrase-level Semantic Labels to Form Multi-GrainedSupervision for Image-Text Retrieval | Nov 16, 2021 | FormImage-text Retrieval | —Unverified | 0 |
| Context-Aware Attention Network for Image-Text Retrieval | Jun 1, 2020 | Image-text RetrievalRetrieval | —Unverified | 0 |
| Continual learning in cross-modal retrieval | Apr 14, 2021 | Continual Learningcross-modal alignment | —Unverified | 0 |
| Contrastive Feature Masking Open-Vocabulary Vision Transformer | Sep 2, 2023 | Contrastive LearningImage-text Retrieval | —Unverified | 0 |
| CosmoCLIP: Generalizing Large Vision-Language Models for Astronomical Imaging | Jul 10, 2024 | Contrastive LearningImage-text Retrieval | —Unverified | 0 |
| COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval | Apr 15, 2022 | Contrastive LearningCross-Modal Retrieval | —Unverified | 0 |
| CPL: Counterfactual Prompt Learning for Vision and Language Models | Oct 19, 2022 | counterfactualimage-classification | —Unverified | 0 |
| Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset | May 25, 2022 | Image CaptioningImage Retrieval | —Unverified | 0 |
| A New Fine-grained Alignment Method for Image-text Matching | Nov 3, 2023 | Image-text matchingImage-text Retrieval | —Unverified | 0 |
| CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning | Oct 15, 2024 | Image-text RetrievalText Retrieval | —Unverified | 0 |
| DCFormer: Efficient 3D Vision-Language Modeling with Decomposed Convolutions | Feb 7, 2025 | Anomaly DetectionImage-text Retrieval | —Unverified | 0 |
| Deep Semantic Multimodal Hashing Network for Scalable Image-Text and Video-Text Retrievals | Jan 9, 2019 | Cross-Modal RetrievalDeep Hashing | —Unverified | 0 |
| Direction-Oriented Visual-semantic Embedding Model for Remote Sensing Image-text Retrieval | Oct 12, 2023 | Cross-Modal RetrievalImage-text Retrieval | —Unverified | 0 |
| VladVA: Discriminative Fine-tuning of LVLMs | Dec 5, 2024 | Image-text RetrievalRepresentation Learning | —Unverified | 0 |
| Distill CLIP (DCLIP): Enhancing Image-Text Retrieval via Cross-Modal Transformer Distillation | May 25, 2025 | Contrastive LearningImage-text Retrieval | —Unverified | 0 |
| DLIP: Distilling Language-Image Pre-training | Aug 24, 2023 | Image CaptioningImage-text Retrieval | —Unverified | 0 |
| Dual Relation Alignment for Composed Image Retrieval | Sep 5, 2023 | Image RetrievalImage-text Retrieval | —Unverified | 0 |
| Dynamic Contrastive Distillation for Image-Text Retrieval | Jul 4, 2022 | Contrastive LearningGPU | —Unverified | 0 |
| Efficient Image Captioning for Edge Devices | Dec 18, 2022 | CPUImage Captioning | —Unverified | 0 |
| Efficient Image-Text Retrieval via Keyword-Guided Pre-Screening | Mar 14, 2023 | Image-text RetrievalMulti-Label Classification | —Unverified | 0 |
| Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss | Oct 1, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Enhancing Conceptual Understanding in Multimodal Contrastive Learning through Hard Negative Samples | Mar 5, 2024 | Concept AlignmentContrastive Learning | —Unverified | 0 |
| EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models | May 24, 2025 | Image-text RetrievalLanguage Modeling | —Unverified | 0 |
| EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE | Aug 23, 2023 | Image-text matchingImage-text Retrieval | —Unverified | 0 |
| Explaining and Mitigating the Modality Gap in Contrastive Multimodal Learning | Dec 10, 2024 | Contrastive LearningImage-text Retrieval | —Unverified | 0 |
| Fine-tuning Multimodal Transformers on Edge: A Parallel Split Learning Approach | Feb 10, 2025 | Federated LearningImage-text Retrieval | —Unverified | 0 |
| FocalLens: Instruction Tuning Enables Zero-Shot Conditional Image Representations | Apr 11, 2025 | image-classificationImage Classification | —Unverified | 0 |
| Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks | Aug 13, 2023 | Contrastive Learningimage-classification | —Unverified | 0 |
| GAFNet: A Global Fourier Self Attention Based Novel Network for multi-modal downstream tasks | Jan 1, 2023 | Image GenerationImage-text Retrieval | —Unverified | 0 |
| Generative Negative Text Replay for Continual Vision-Language Pretraining | Oct 31, 2022 | Continual Learningimage-classification | —Unverified | 0 |
| Global–Local Information Soft-Alignment for Cross-Modal Remote-Sensing Image–Text Retrieval | May 14, 2024 | Cross-Modal RetrievalCross-Modal Retrieval on RSITMD | —Unverified | 0 |
| HGAN: Hierarchical Graph Alignment Network for Image-Text Retrieval | Dec 16, 2022 | Image-text RetrievalRetrieval | —Unverified | 0 |