conftrace_

image-text pair

51 papers

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vision-language model (2348) multimodal learning (4645) contrastive learning (4032) zero-shot learning (3650) transfer learning (5449) vision-language pre-training (77) clip model (218) large language model (13587) multimodal dataset (58) image captioning (731)

Papers

Reproducible Scaling Laws for Contrastive Language-Image Learning CVPR 2023
Masked Autoencoding Does Not Help Natural Language Supervision at Scale CVPR 2023
Scaling Language-Image Pre-Training via Masking CVPR 2023
DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-Training via Word-Region Alignment CVPR 2023
Exploring Diverse In-Context Configurations for Image Captioning NIPS 2023
Pic2Word: Mapping Pictures to Words for Zero-Shot Composed Image Retrieval CVPR 2023
Quilt-1M: One Million Image-Text Pairs for Histopathology NIPS 2023
COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs NIPS 2023
CiT: Curation in Training for Effective Vision-Language Data ICCV 2023
Unifying Cross-Lingual and Cross-Modal Modeling Towards Weakly Supervised Multilingual Vision-Language Pre-training ACL 2023
Learning To Generate Text-Grounded Mask for Open-World Semantic Segmentation From Only Image-Text Pairs CVPR 2023
Bootstrapping Vision-Language Learning with Decoupled Language Pre-training NIPS 2023
Improving Image Recognition by Retrieving From Web-Scale Image-Text Data CVPR 2023
DataComp: In search of the next generation of multimodal datasets NIPS 2023
A Multi-Modal Dataset for Hate Speech Detection on Social Media: Case-study of Russia-Ukraine Conflict EMNLP 2022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework ICML 2022
Grounded Language-Image Pre-Training CVPR 2022
Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation ACL 2022
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts CVPR 2021
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning ACL 2021
Seeing Out of the Box: End-to-End Pre-Training for Vision-Language Representation Learning CVPR 2021
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning IJCNLP 2021
MultiMET: A Multimodal Dataset for Metaphor Understanding ACL 2021
Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks IJCNLP 2021
Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks ACL 2021