conftrace_

image-text alignment

109 papers

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ITA

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multimodal learning (4645) contrastive learning (4032) vision-language model (2348) zero-shot learning (3650) transfer learning (5449) semantic segmentation (3186) vision language model (767) text-to-image generation (587) multi-modal learning (1278) cross-modal learning (525)

Papers

Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training CVPR 2023
Open Vocabulary Semantic Segmentation With Patch Aligned Contrastive Learning CVPR 2023
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale CVPR 2023
Too Large; Data Reduction for Vision-Language Pre-Training ICCV 2023
Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pre-training ICCV 2023
Chinese Text Recognition with A Pre-Trained CLIP-Like Model Through Image-IDS Aligning ICCV 2023
Scene Graph Enhanced Pseudo-Labeling for Referring Expression Comprehension EMNLP 2023
Hallucination Detection for Grounded Instruction Generation EMNLP 2023
Exploring Better Text Image Translation with Multimodal Codebook ACL 2023
Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training EACL 2023
Learning Open-Vocabulary Semantic Segmentation Models From Natural Language Supervision CVPR 2023
ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model With Knowledge-Enhanced Mixture-of-Denoising-Experts CVPR 2023
Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality EMNLP 2023
Exploiting Pseudo Image Captions for Multimodal Summarization ACL 2023
COSMOS: Catching Out-of-Context Image Misuse Using Self-Supervised Learning AAAI 2023
Weakly Supervised Vision-and-Language Pre-training with Relative Representations ACL 2023
Vision-Language Pretraining: Current Trends and the Future ACL 2022
OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning AAAI 2022
Unsupervised Vision-and-Language Pre-Training via Retrieval-Based Multi-Granular Alignment CVPR 2022
That’s the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data EMNLP 2022
An Explainable Toolbox for Evaluating Pre-trained Vision-Language Models EMNLP 2022
PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining NIPS 2022
Cross-Modal Coherence for Text-to-Image Retrieval AAAI 2022
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ACL 2022
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition NAACL 2022