Multimodal Learning

Facebook AI’s WMT20 News Translation Task Submission EMNLP 2020 Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features WACV 2020 Hearing Lips: Improving Lip Reading by Distilling Speech Recognizers AAAI 2020 HENIN: Learning Heterogeneous Neural Interaction Networks for Explainable Cyberbullying Detection on Social Media EMNLP 2020 HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data EMNLP 2020 IMRAM: Iterative Matching With Recurrent Attention Memory for Cross-Modal Image-Text Retrieval CVPR 2020 Incorporating Multimodal Information in Open-Domain Web Keyphrase Extraction EMNLP 2020 Incorporating Uncertain Segmentation Information into Chinese NER for Social Media Text ACL 2020 Intelligent Home 3D: Automatic 3D-House Design From Linguistic Descriptions Only CVPR 2020 ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention EMNLP 2020 Knowledge As Priors: Cross-Modal Knowledge Generalization for Datasets Without Superior Knowledge CVPR 2020 Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation ACL 2020 Knowledge-Enriched Visual Storytelling AAAI 2020 Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph EMNLP 2020 LAReQA: Language-Agnostic Answer Retrieval from a Multilingual Pool EMNLP 2020 Large-Scale Adversarial Training for Vision-and-Language Representation Learning NeurIPS 2020 Learning Interactions and Relationships Between Movie Characters CVPR 2020 Learning Multi-Modal Biomarker Representations via Globally Aligned Longitudinal Enrichments AAAI 2020 Learning Selective Self-Mutual Attention for RGB-D Saliency Detection CVPR 2020 Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews Interspeech 2020 M3ER: Multiplicative Multimodal Emotion Recognition using Facial, Textual, and Speech Cues AAAI 2020 Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters Interspeech 2020 MMPE: A Multi-Modal Interface using Handwriting, Touch Reordering, and Speech Commands for Post-Editing Machine Translation ACL 2020 Multilingual Speech Recognition with Self-Attention Structured Parameterization Interspeech 2020 Multimodal Categorization of Crisis Events in Social Media CVPR 2020