conftrace_

image-text retrieval

112 papers

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Also known as

ITR

Co-occurring keywords

contrastive learning (4032) multimodal learning (4645) vision-language model (2348) cross-modal retrieval (351) representation learning (6206) zero-shot learning (3650) vision-language pre-training (77) zero-shot classification (230) image-text matching (137) multi-modal learning (1278)

Papers

Data-Efficient Multimodal Fusion on a Single GPU CVPR 2024
SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval ACL 2024
Multilingual Diversity Improves Vision-Language Representations NIPS 2024
Unified Embeddings for Multimodal Retrieval via Frozen LLMs EACL 2024
WikiDO: A New Benchmark Evaluating Cross-Modal Retrieval for Vision-Language Models NIPS 2024
MCAD: Multi-teacher Cross-modal Alignment Distillation for efficient image-text retrieval NAACL 2024
CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer AAAI 2024
Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP EMNLP 2024
Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval AAAI 2024
Data Roaming and Quality Assessment for Composed Image Retrieval AAAI 2024
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning NIPS 2024
FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding NIPS 2024
Retrieval Evaluation for Long-Form and Knowledge-Intensive Image–Text Article Composition EMNLP 2024
Nearest Neighbor Normalization Improves Multimodal Retrieval EMNLP 2024
How to Make Cross Encoder a Good Teacher for Efficient Image-Text Retrieval? CVPR 2024
High-Order Semantic Alignment for Unsupervised Fine-Grained Image-Text Retrieval COLING 2024
LoTLIP: Improving Language-Image Pre-training for Long Text Understanding NIPS 2024
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks CVPR 2024
Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding CVPR 2024
mCLIP: Multilingual CLIP via Cross-lingual Transfer ACL 2023
CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision AISTATS 2023
CREPE: Can Vision-Language Foundation Models Reason Compositionally? CVPR 2023
LIMITR: Leveraging Local Information for Medical Image-Text Representation ICCV 2023
GAFNet: A Global Fourier Self Attention Based Novel Network for Multi-Modal Downstream Tasks WACV 2023
Dissecting Deep Metric Learning Losses for Image-Text Retrieval WACV 2023