vision language

Multi-Level Representation Learning With Semantic Alignment for Referring Video Object Segmentation CVPR 2022 OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework ICML 2022 Open-vocabulary Object Detection via Vision and Language Knowledge Distillation ICLR 2022 Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues ACL 2022 TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022 Understanding Attention for Vision-and-Language Tasks COLING 2022 Unified Contrastive Learning in Image-Text-Label Space CVPR 2022 Visual Commonsense in Pretrained Unimodal and Multimodal Models NAACL 2022 VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers CVPR 2022 Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality EMNLP 2022 xGQA: Cross-Lingual Visual Question Answering ACL 2022 Align before Fuse: Vision and Language Representation Learning with Momentum Distillation NeurIPS 2021 CLIPScore: A Reference-free Evaluation Metric for Image Captioning EMNLP 2021 Global Fusion Attention for Vision and Language Understanding (Student Abstract) AAAI 2021 In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering ACL 2021 Interpretation of Emergent Communication in Heterogeneous Collaborative Embodied Agents ICCV 2021 Measuring Social Biases in Grounded Vision and Language Embeddings NAACL 2021 Multi-Modal Open-Domain Dialogue EMNLP 2021 Transferring Knowledge from Vision to Language: How to Achieve it and how to Measure it? EMNLP 2021 Visually Grounded Reasoning across Languages and Cultures EMNLP 2021 VisualSem: a high-quality knowledge graph for vision and language EMNLP 2021 A Benchmark for Systematic Generalization in Grounded Language Understanding NeurIPS 2020 Be Different to Be Better! A Benchmark to Leverage the Complementarity of Language and Vision EMNLP 2020 Beyond Language: Learning Commonsense from Images for Reasoning EMNLP 2020 Building a Bridge: A Method for Image-Text Sarcasm Detection Without Pretraining on Image-Text Data EMNLP 2020