Multimodal Learning

Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification ACL 2018 Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment ACL 2018 Multimodal Explanations: Justifying Decisions and Pointing to the Evidence CVPR 2018 Multimodal Frame Identification with Multilingual Evaluation NAACL 2018 Multimodal Generative Models for Scalable Weakly-Supervised Learning NeurIPS 2018 Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph ACL 2018 Multimodal Language Analysis with Recurrent Multistage Fusion EMNLP 2018 Multimodal Named Entity Disambiguation for Noisy Social Media Posts ACL 2018 Multimodal Named Entity Recognition for Short Social Media Posts NAACL 2018 Multimodal Neural Machine Translation for Low-resource Language Pairs using Synthetic Data ACL 2018 Multimodal Visual Concept Learning With Weakly Supervised Techniques CVPR 2018 Neural Multitask Learning for Simile Recognition EMNLP 2018 Neural Sign Language Translation CVPR 2018 Parsing Speech: a Neural Approach to Integrating Lexical and Acoustic-Prosodic Information NAACL 2018 PoTion: Pose MoTion Representation for Action Recognition CVPR 2018 Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object Detection CVPR 2018 RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes EMNLP 2018 RotationNet: Joint Object Categorization and Pose Estimation Using Multiviews From Unsupervised Viewpoints CVPR 2018 Seeing Voices and Hearing Faces: Cross-Modal Biometric Matching CVPR 2018 Self-Supervised Generation of Spatial Audio for 360° Video NeurIPS 2018 SemStyle: Learning to Generate Stylised Image Captions Using Unaligned Text CVPR 2018 Sentiment Adaptive End-to-End Dialog Systems ACL 2018 Sentiment Analysis using Imperfect Views from Spoken Language and Acoustic Modalities ACL 2018 Separating Self-Expression and Visual Content in Hashtag Supervision CVPR 2018 Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis ACL 2018