Multimodal Learning

3MASSIV: Multilingual, Multimodal and Multi-Aspect Dataset of Social Media Short Videos CVPR 2022 A Computational Acquisition Model for Multimodal Word Categorization NAACL 2022 A Multimodal Fusion-Based LNG Detection for Monitoring Energy Facilities (Student Abstract) AAAI 2022 Analysing the Correlation between Lexical Ambiguity and Translation Quality in a Multimodal Setting using WordNet NAACL 2022 An Empirical Study of Training End-to-End Vision-and-Language Transformers CVPR 2022 A Proposal-Based Paradigm for Self-Supervised Sound Source Localization in Videos CVPR 2022 Are Vision-Language Transformers Learning Multimodal Representations? A Probing Perspective AAAI 2022 Audio-Visual Scene Classification Based on Multi-modal Graph Fusion Interspeech 2022 A Unified Sequence Interface for Vision Tasks NeurIPS 2022 AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object Detection IJCAI 2022 Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding NAACL 2022 Bridging the Gap between Expression and Scene Text for Referring Expression Comprehension (Student Abstract) AAAI 2022 Bridging the Gap between Recognition-level Pre-training and Commonsensical Vision-language Tasks ACL 2022 CAESAR: An Embodied Simulator for Generating Multimodal Referring Expression Datasets NeurIPS 2022 CapOnImage: Context-driven Dense-Captioning on Image EMNLP 2022 ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning ACL 2022 COGMEN: COntextualized GNN based Multimodal Emotion recognitioN NAACL 2022 Comprehensive Multi-Modal Interactions for Referring Image Segmentation ACL 2022 CoSIm: Commonsense Reasoning for Counterfactual Scene Imagination NAACL 2022 Cross-Modal Mutual Learning for Audio-Visual Speech Recognition and Manipulation AAAI 2022 Cross-Modal Object Tracking: Modality-Aware Representations and a Unified Benchmark AAAI 2022 Cross-Modal Transferable Adversarial Attacks From Images to Videos CVPR 2022 Cross-modal Transfer Between Vision and Language for Protest Detection EMNLP 2022 CyCLIP: Cyclic Contrastive Language-Image Pretraining NeurIPS 2022 DAVIS: Driver’s Audio-Visual Speech recognition Interspeech 2022