Multimodal Learning

Vision-Language Pretraining: Current Trends and the Future ACL 2022 Vision-Language Pre-Training for Boosting Scene Text Detectors CVPR 2022 Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis ACL 2022 VisToT: Vision-Augmented Table-to-Text Generation EMNLP 2022 Visual Acoustic Matching CVPR 2022 Visual Consensus Modeling for Video-Text Retrieval AAAI 2022 Visual Emotion Representation Learning via Emotion-Aware Pre-training IJCAI 2022 Visual Grounding of Inter-lingual Word-Embeddings EMNLP 2022 Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction EMNLP 2022 Visually Grounded Interpretation of Noun-Noun Compounds in English ACL 2022 Visual Sound Localization in the Wild by Cross-Modal Interference Erasing AAAI 2022 Voxel Field Fusion for 3D Object Detection CVPR 2022 VPAI_Lab at MedVidQA 2022: A Two-Stage Cross-modal Fusion Method for Medical Instructional Video Classification ACL 2022 Weakly-Supervised Temporal Article Grounding EMNLP 2022 WebQA: Multihop and Multimodal QA CVPR 2022 What do Models Learn From Training on More Than Text? Measuring Visual Commonsense Knowledge ACL 2022 When did you become so smart, oh wise one?! Sarcasm Explanation in Multi-modal Multi-party Dialogues 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 Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark NeurIPS 2022 XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding ACL 2022 xGQA: Cross-Lingual Visual Question Answering ACL 2022 XMP-Font: Self-Supervised Cross-Modality Pre-Training for Few-Shot Font Generation CVPR 2022 X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval CVPR 2022