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Vision-Language Models

685 directly classified papers

Papers per year

Papers

An Explainable Toolbox for Evaluating Pre-trained Vision-Language Models EMNLP 2022
Exploring Compositional Image Retrieval with Hybrid Compositional Learning and Heuristic Negative Mining EMNLP 2022
Focus! Relevant and Sufficient Context Selection for News Image Captioning EMNLP 2022
DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models EMNLP 2022
Cross-modal Transfer Between Vision and Language for Protest Detection EMNLP 2022
Understanding Cross-modal Interactions in V&L Models that Generate Scene Descriptions EMNLP 2022
Towards Multimodal Vision-Language Models Generating Non-generic Text AAAI 2022
Are Vision-Language Transformers Learning Multimodal Representations? A Probing Perspective AAAI 2022
Playing Lottery Tickets with Vision and Language AAAI 2022
Topological Planning With Transformers for Vision-and-Language Navigation CVPR 2021
Seeing Out of the Box: End-to-End Pre-Training for Vision-Language Representation Learning CVPR 2021
Kaleido-BERT: Vision-Language Pre-Training on Fashion Domain CVPR 2021
Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation ACL 2021
UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training CVPR 2021
VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning AAAI 2021
ERNIE-ViL: Knowledge Enhanced Vision-Language Representations through Scene Graphs AAAI 2021
E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning ACL 2021
Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries EMNLP 2021
Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding EMNLP 2021
CLIPScore: A Reference-free Evaluation Metric for Image Captioning EMNLP 2021
Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers EMNLP 2021
Visually Grounded Reasoning across Languages and Cultures EMNLP 2021
Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation EMNLP 2021
Data Efficient Masked Language Modeling for Vision and Language EMNLP 2021
MURAL: Multimodal, Multitask Representations Across Languages EMNLP 2021