Vision-Language Models

DeCap: Decoding CLIP Latents for Zero-Shot Captioning via Text-Only Training ICLR 2023 Digging out Discrimination Information from Generated Samples for Robust Visual Question Answering ACL 2023 Efficient Medical Images Text Detection with Vision-Language Pre-training Approach ACML 2023 Is a Caption Worth a Thousand Images? A Study on Representation Learning ICLR 2023 Learning to Compose Soft Prompts for Compositional Zero-Shot Learning ICLR 2023 Learning to Jointly Share and Prune Weights for Grounding Based Vision and Language Models ICLR 2023 Linearly Mapping from Image to Text Space ICLR 2023 LMSeg: Language-guided Multi-dataset Segmentation ICLR 2023 MEDICAL IMAGE UNDERSTANDING WITH PRETRAINED VISION LANGUAGE MODELS: A COMPREHENSIVE STUDY ICLR 2023 Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning ICLR 2023 SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation NeurIPS 2023 Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus ICLR 2023 Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval ICLR 2023 VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolution NeurIPS 2023 Visually-Augmented Language Modeling ICLR 2023 How Much Can CLIP Benefit Vision-and-Language Tasks? ICLR 2022 SimVLM: Simple Visual Language Model Pretraining with Weak Supervision ICLR 2022 Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm ICLR 2022 Generative Language-Grounded Policy in Vision-and-Language Navigation with Bayes' Rule ICLR 2021 Relation Also Need Attention: Integrating Relation Information Into Image Captioning ACML 2021 Topological Planning With Transformers for Vision-and-Language Navigation CVPR 2021 Neural Machine Translation with Universal Visual Representation ICLR 2020 VL-BERT: Pre-training of Generic Visual-Linguistic Representations ICLR 2020 Position Focused Attention Network for Image-Text Matching IJCAI 2019 Self-Monitoring Navigation Agent via Auxiliary Progress Estimation ICLR 2019