Multimodal Learning

Can images help recognize entities? A study of the role of images for Multimodal NER EMNLP 2021 Capturing Logical Structure of Visually Structured Documents with Multimodal Transition Parser EMNLP 2021 Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts CVPR 2021 Connecting What To Say With Where To Look by Modeling Human Attention Traces CVPR 2021 Coreference by Appearance: Visually Grounded Event Coreference Resolution EMNLP 2021 Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting CVPR 2021 Cyclic Co-Learning of Sounding Object Visual Grounding and Sound Separation CVPR 2021 Deep RGB-D Saliency Detection With Depth-Sensitive Attention and Automatic Multi-Modal Fusion CVPR 2021 DeepVideoMVS: Multi-View Stereo on Video With Recurrent Spatio-Temporal Fusion CVPR 2021 Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering EMNLP 2021 Discrete-Continuous Action Space Policy Gradient-Based Attention for Image-Text Matching CVPR 2021 Domain-Robust VQA With Diverse Datasets and Methods but No Target Labels CVPR 2021 GLAVNet: Global-Local Audio-Visual Cues for Fine-Grained Material Recognition CVPR 2021 Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression Recognition AAAI 2021 Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning ICCV 2021 Inflate and Shrink:Enriching and Reducing Interactions for Fast Text-Image Retrieval EMNLP 2021 Learning to Ground Visual Objects for Visual Dialog EMNLP 2021 Look at What I’m Doing: Self-Supervised Spatial Grounding of Narrations in Instructional Videos NeurIPS 2021 Look Before You Speak: Visually Contextualized Utterances CVPR 2021 Looking Into Your Speech: Learning Cross-Modal Affinity for Audio-Visual Speech Separation CVPR 2021 MAAS: Multi-Modal Assignation for Active Speaker Detection ICCV 2021 MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering EMNLP 2021 PoseBlocks: A Toolkit for Creating (and Dancing) with AI AAAI 2021 Probabilistic Embeddings for Cross-Modal Retrieval CVPR 2021 RGB-D Saliency Detection via Cascaded Mutual Information Minimization ICCV 2021