Vision-Language Models

Learning To Prompt for Open-Vocabulary Object Detection With Vision-Language Model CVPR 2022 Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-Modal Knowledge Transfer ACL 2022 Make It Move: Controllable Image-to-Video Generation With Text Descriptions CVPR 2022 MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing NeurIPS 2022 mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022 Object-Aware Video-Language Pre-Training for Retrieval CVPR 2022 OmniVL: One Foundation Model for Image-Language and Video-Language Tasks NeurIPS 2022 Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding NeurIPS 2022 Playing Lottery Tickets with Vision and Language AAAI 2022 PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining NeurIPS 2022 ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension ACL 2022 Robustness Analysis of Video-Language Models Against Visual and Language Perturbations NeurIPS 2022 Scene-Text Aware Image and Text Retrieval with Dual-Encoder ACL 2022 SimVLM: Simple Visual Language Model Pretraining with Weak Supervision ICLR 2022 SpaceEdit: Learning a Unified Editing Space for Open-Domain Image Color Editing CVPR 2022 Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models NeurIPS 2022 Towards Language-Free Training for Text-to-Image Generation CVPR 2022 Towards Multimodal Vision-Language Models Generating Non-generic Text AAAI 2022 Towards Unifying Reference Expression Generation and Comprehension EMNLP 2022 Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering CVPR 2022 TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022 Understanding Cross-modal Interactions in V&L Models that Generate Scene Descriptions EMNLP 2022 UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ACL 2022 VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena ACL 2022 Vision-Language Pretraining: Current Trends and the Future ACL 2022