Vision-Language Models

Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training ACL 2023 DeAR: Debiasing Vision-Language Models With Additive Residuals CVPR 2023 Delving into the Openness of CLIP ACL 2023 Detecting Everything in the Open World: Towards Universal Object Detection CVPR 2023 Digging out Discrimination Information from Generated Samples for Robust Visual Question Answering ACL 2023 Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models NeurIPS 2023 Doubly Right Object Recognition: A Why Prompt for Visual Rationales CVPR 2023 ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning EMNLP 2023 Evaluating Object Hallucination in Large Vision-Language Models EMNLP 2023 Exploring CLIP for Assessing the Look and Feel of Images AAAI 2023 FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks CVPR 2023 FashionSAP: Symbols and Attributes Prompt for Fine-Grained Fashion Vision-Language Pre-Training CVPR 2023 GeneCIS: A Benchmark for General Conditional Image Similarity CVPR 2023 Glance and Focus: Memory Prompting for Multi-Event Video Question Answering NeurIPS 2023 Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space CVPR 2023 HierVL: Learning Hierarchical Video-Language Embeddings CVPR 2023 ImageBind: One Embedding Space To Bind Them All CVPR 2023 Improving CLIP Training with Language Rewrites NeurIPS 2023 Improving the Cross-Lingual Generalisation in Visual Question Answering AAAI 2023 InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning NeurIPS 2023 KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization ACL 2023 Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts EMNLP 2023 Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification CVPR 2023 Large Language Models are Temporal and Causal Reasoners for Video Question Answering EMNLP 2023 LAVIS: A One-stop Library for Language-Vision Intelligence ACL 2023