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Multi-Modal Learning

1457 directly classified papers

Papers per year

Papers

Reasoning with Heterogeneous Graph Alignment for Video Question Answering AAAI 2020
Person Tube Retrieval via Language Description AAAI 2020
Sign Language Transformers: Joint End-to-End Sign Language Recognition and Translation CVPR 2020
Video Object Grounding Using Semantic Roles in Language Description CVPR 2020
ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks CVPR 2020
Multimodal Categorization of Crisis Events in Social Media CVPR 2020
Cops-Ref: A New Dataset and Task on Compositional Referring Expression Comprehension CVPR 2020
Say As You Wish: Fine-Grained Control of Image Caption Generation With Abstract Scene Graphs CVPR 2020
CoverNet: Multimodal Behavior Prediction Using Trajectory Sets CVPR 2020
Retouchdown: Releasing Touchdown on StreetLearn as a Public Resource for Language Grounding Tasks in Street View EMNLP 2020
They Are Not All Alike: Answering Different Spatial Questions Requires Different Grounding Strategies EMNLP 2020
CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image Scenes EMNLP 2020
Diverse and Relevant Visual Storytelling with Scene Graph Embeddings EMNLP 2020
Catplayinginthesnow: Impact of Prior Segmentation on a Model of Visually Grounded Speech EMNLP 2020
Bridging Information-Seeking Human Gaze and Machine Reading Comprehension EMNLP 2020
Language-Conditioned Feature Pyramids for Visual Selection Tasks EMNLP 2020
Beyond Language: Learning Commonsense from Images for Reasoning EMNLP 2020
Gold Seeker: Information Gain From Policy Distributions for Goal-Oriented Vision-and-Langauge Reasoning CVPR 2020
Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval CVPR 2020
MultiDM-GCN: Aspect-guided Response Generation in Multi-domain Multi-modal Dialogue System using Graph Convolutional Network EMNLP 2020
Modeling Intra and Inter-modality Incongruity for Multi-Modal Sarcasm Detection EMNLP 2020
Counterfactual Samples Synthesizing for Robust Visual Question Answering CVPR 2020
Intelligent Home 3D: Automatic 3D-House Design From Linguistic Descriptions Only CVPR 2020
RiFeGAN: Rich Feature Generation for Text-to-Image Synthesis From Prior Knowledge CVPR 2020
Multiˆ2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT EMNLP 2020