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

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022
OmniVL: One Foundation Model for Image-Language and Video-Language Tasks NIPS 2022
Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark NIPS 2022
Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss COLING 2022
Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval NAACL 2022
Image-text Retrieval: A Survey on Recent Research and Development IJCAI 2022
ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition INTERSPEECH 2022
Action-Aware Embedding Enhancement for Image-Text Retrieval AAAI 2022
A Subspace-Based Analysis of Structured and Unstructured Representations in Image-Text Retrieval EMNLP 2022
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text EMNLP 2022
Vision-Language Pre-Training With Triple Contrastive Learning CVPR 2022
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval CVPR 2022
Robust Cross-Modal Representation Learning With Progressive Self-Distillation CVPR 2022
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone NIPS 2022
TaiSu: A 166M Large-scale High-Quality Dataset for Chinese Vision-Language Pre-training NIPS 2022
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts NIPS 2022
Learning Relation Alignment for Calibrated Cross-modal Retrieval IJCNLP 2021
GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image Recognition ICCV 2021
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation NIPS 2021
Multi-stage Pre-training over Simplified Multimodal Pre-training Models ACL 2021
Learning Relation Alignment for Calibrated Cross-modal Retrieval ACL 2021
UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training CVPR 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision ICML 2021
Learning the Best Pooling Strategy for Visual Semantic Embedding CVPR 2021
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval NAACL 2021