vision-language model

VLMbench: A Compositional Benchmark for Vision-and-Language Manipulation NeurIPS 2022 VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts NeurIPS 2022 VLStereoSet: A Study of Stereotypical Bias in Pre-trained Vision-Language Models AACL 2022 What do Models Learn From Training on More Than Text? Measuring Visual Commonsense Knowledge ACL 2022 When does CLIP generalize better than unimodal models? When judging human-centric concepts ACL 2022 Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality EMNLP 2022 WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models NeurIPS 2022 Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality CVPR 2022 ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic CVPR 2022 Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination EMNLP 2022 Causal Attention for Vision-Language Tasks CVPR 2021 CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images NAACL 2021 Compressing Visual-Linguistic Model via Knowledge Distillation ICCV 2021 Cross-lingual Cross-modal Pretraining for Multimodal Retrieval NAACL 2021 ERNIE-ViL: Knowledge Enhanced Vision-Language Representations through Scene Graphs AAAI 2021 Explainable Semantic Space by Grounding Language to Vision with Cross-Modal Contrastive Learning NeurIPS 2021 Image Retrieval on Real-Life Images With Pre-Trained Vision-and-Language Models ICCV 2021 Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding EMNLP 2021 In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering ACL 2021 Investigating Negation in Pre-trained Vision-and-language Models EMNLP 2021 ‘Just because you are right, doesn’t mean I am wrong’: Overcoming a bottleneck in development and evaluation of Open-Ended VQA tasks EACL 2021 Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models NAACL 2021 Multimodal Few-Shot Learning with Frozen Language Models NeurIPS 2021 Multi-Modal Open-Domain Dialogue EMNLP 2021 MURAL: Multimodal, Multitask Representations Across Languages EMNLP 2021