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Multimodal Learning

1257 directly classified papers

Papers per year

Papers

Learning Individual Speaking Styles for Accurate Lip to Speech Synthesis CVPR 2020
ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks CVPR 2020
Active Speakers in Context CVPR 2020
Learning to Represent Image and Text with Denotation Graph EMNLP 2020
Reading Between the Lines: Exploring Infilling in Visual Narratives EMNLP 2020
Visually Grounded Continual Learning of Compositional Phrases EMNLP 2020
Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents EMNLP 2020
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training EMNLP 2020
STL-CQA: Structure-based Transformers with Localization and Encoding for Chart Question Answering EMNLP 2020
Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings EMNLP 2020
VD-BERT: A Unified Vision and Dialog Transformer with BERT EMNLP 2020
Sub-Instruction Aware Vision-and-Language Navigation EMNLP 2020
Refer, Reuse, Reduce: Generating Subsequent References in Visual and Conversational Contexts EMNLP 2020
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers EMNLP 2020
ConceptBert: Concept-Aware Representation for Visual Question Answering EMNLP 2020
MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention EMNLP 2020
They Are Not All Alike: Answering Different Spatial Questions Requires Different Grounding Strategies EMNLP 2020
Retouchdown: Releasing Touchdown on StreetLearn as a Public Resource for Language Grounding Tasks in Street View EMNLP 2020
Spatial Action Maps for Mobile Manipulation RSS 2020
Multimodal Sign Language Recognition via Temporal Deformable Convolutional Sequence Learning INTERSPEECH 2020
Speech-Image Semantic Alignment Does Not Depend on Any Prior Classification Tasks INTERSPEECH 2020
Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features WACV 2020
Answering Questions about Data Visualizations using Efficient Bimodal Fusion WACV 2020
Exploring Hate Speech Detection in Multimodal Publications WACV 2020
Bi-Directional Relationship Inferring Network for Referring Image Segmentation CVPR 2020