vision-language model

MERLOT Reserve: Neural Script Knowledge Through Vision and Language and Sound CVPR 2022 Mind Reader: Reconstructing complex images from brain activities NeurIPS 2022 Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning NeurIPS 2022 MMT: Multi-way Multi-modal Transformer for Multimodal Learning IJCAI 2022 mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022 Multi-Lingual Acquisition on Multimodal Pre-training for Cross-modal Retrieval NeurIPS 2022 Multilingual Multimodal Learning with Machine Translated Text EMNLP 2022 Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts NeurIPS 2022 NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks CVPR 2022 On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization EMNLP 2022 Open-domain Video Commentary Generation EMNLP 2022 OrdinalCLIP: Learning Rank Prompts for Language-Guided Ordinal Regression NeurIPS 2022 Patching open-vocabulary models by interpolating weights NeurIPS 2022 PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models EMNLP 2022 Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding NeurIPS 2022 Playing Lottery Tickets with Vision and Language AAAI 2022 Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training EMNLP 2022 Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model CVPR 2022 Probing the Role of Positional Information in Vision-Language Models NAACL 2022 Prompt Distribution Learning CVPR 2022 PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining NeurIPS 2022 ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension ACL 2022 Robust Cross-Modal Representation Learning With Progressive Self-Distillation CVPR 2022 Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions EMNLP 2022 Scene-Text Aware Image and Text Retrieval with Dual-Encoder ACL 2022