Multimodal Learning

Robust Multi-Modality Person Re-identification AAAI 2021 RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices AAAI 2021 Seeing Out of the Box: End-to-End Pre-Training for Vision-Language Representation Learning CVPR 2021 Separating Skills and Concepts for Novel Visual Question Answering CVPR 2021 Similarity Reasoning and Filtration for Image-Text Matching AAAI 2021 Supervised Training of Dense Object Nets using Optimal Descriptors for Industrial Robotic Applications AAAI 2021 T2VLAD: Global-Local Sequence Alignment for Text-Video Retrieval CVPR 2021 TAP: Text-Aware Pre-Training for Text-VQA and Text-Caption CVPR 2021 TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking CVPR 2021 Towards Domain Invariant Single Image Dehazing AAAI 2021 Understanding Object Dynamics for Interactive Image-to-Video Synthesis CVPR 2021 Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting CVPR 2021 Vision Matters When It Should: Sanity Checking Multimodal Machine Translation Models EMNLP 2021 Visually Grounded Concept Composition EMNLP 2021 Visually Grounded Reasoning across Languages and Cultures EMNLP 2021 Visually Informed Binaural Audio Generation without Binaural Audios CVPR 2021 VisualMRC: Machine Reading Comprehension on Document Images AAAI 2021 Visual Scene Graphs for Audio Source Separation ICCV 2021 VisualSem: a high-quality knowledge graph for vision and language EMNLP 2021 YouRefIt: Embodied Reference Understanding With Language and Gesture ICCV 2021 ActBERT: Learning Global-Local Video-Text Representations CVPR 2020 Active Speakers in Context CVPR 2020 ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks CVPR 2020 An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos AAAI 2020 Answering Questions about Data Visualizations using Efficient Bimodal Fusion WACV 2020