Multimodal Learning

Spatial Feature Calibration and Temporal Fusion for Effective One-Stage Video Instance Segmentation CVPR 2021 Speech2Video: Cross-Modal Distillation for Speech to Video Generation Interspeech 2021 StEP: Style-Based Encoder Pre-Training for Multi-Modal Image Synthesis CVPR 2021 Stretch-VST: Getting Flexible With Visual Stories ACL 2021 Structured Multi-Level Interaction Network for Video Moment Localization via Language Query CVPR 2021 Structured Scene Memory for Vision-Language Navigation CVPR 2021 SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning Over Traffic Events CVPR 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 TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance ACL 2021 TediGAN: Text-Guided Diverse Face Image Generation and Manipulation CVPR 2021 TenTrans Multilingual Low-Resource Translation System for WMT21 Indo-European Languages Task EMNLP 2021 Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries EMNLP 2021 TextOCR: Towards Large-Scale End-to-End Reasoning for Arbitrary-Shaped Scene Text CVPR 2021 Textual Representations for Crosslingual Information Retrieval ACL 2021 There Is More Than Meets the Eye: Self-Supervised Multi-Object Detection and Tracking With Sound by Distilling Multimodal Knowledge CVPR 2021 The University of Maryland, College Park Submission to Large-Scale Multilingual Shared Task at WMT 2021 EMNLP 2021 The World of an Octopus: How Reporting Bias Influences a Language Model’s Perception of Color EMNLP 2021 Thinking Fast and Slow: Efficient Text-to-Visual Retrieval With Transformers CVPR 2021 To Optimize, or Not to Optimize, That Is the Question: TelU-KU Models for WMT21 Large-Scale Multilingual Machine Translation EMNLP 2021 Towards Accurate Text-Based Image Captioning With Content Diversity Exploration CVPR 2021 Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation EMNLP 2021 Towards Fully Automated Manga Translation AAAI 2021 Towards Robust Visual Information Extraction in Real World: New Dataset and Novel Solution AAAI 2021 Towards Visual Question Answering on Pathology Images ACL 2021