Multimodal Learning

Video-Grounded Dialogues with Pretrained Generation Language Models ACL 2020 Video Object Grounding Using Semantic Roles in Language Description CVPR 2020 Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement NeurIPS 2020 ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT EMNLP 2020 Violin: A Large-Scale Dataset for Video-and-Language Inference CVPR 2020 Vision-Dialog Navigation by Exploring Cross-Modal Memory CVPR 2020 Vision-Language Navigation With Self-Supervised Auxiliary Reasoning Tasks CVPR 2020 Visual Agreement Regularized Training for Multi-Modal Machine Translation AAAI 2020 Visual Dialogue State Tracking for Question Generation AAAI 2020 Visual Grounding in Video for Unsupervised Word Translation CVPR 2020 Visually Grounded Compound PCFGs EMNLP 2020 Visually Grounded Continual Learning of Compositional Phrases EMNLP 2020 Visual Objects As Context: Exploiting Visual Objects for Lexical Entailment EMNLP 2020 Visual Question Answering on 360deg Images WACV 2020 Visual-Semantic Matching by Exploring High-Order Attention and Distraction CVPR 2020 Visual Tactile Fusion Object Clustering AAAI 2020 VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles EMNLP 2020 Voice Separation with an Unknown Number of Multiple Speakers ICML 2020 Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision EMNLP 2020 VolTAGE: Volatility Forecasting via Text Audio Fusion with Graph Convolution Networks for Earnings Calls EMNLP 2020 Watch to Listen Clearly: Visual Speech Enhancement Driven Multi-modality Speech Recognition WACV 2020 WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series IJCAI 2020 Weakly-Supervised Video Moment Retrieval via Semantic Completion Network AAAI 2020 Weibo-COV: A Large-Scale COVID-19 Social Media Dataset from Weibo EMNLP 2020 What Does BERT with Vision Look At? ACL 2020