Multimodal Learning

Bilinear Attention Networks NeurIPS 2018 Closing the Loop for Robotic Grasping: A Real-time, Generative Grasp Synthesis Approach RSS 2018 Comparatives, Quantifiers, Proportions: a Multi-Task Model for the Learning of Quantities from Vision NAACL 2018 Connecting Language and Vision to Actions ACL 2018 Deep Learning Based Multi-modal Addressee Recognition in Visual Scenes with Utterances IJCAI 2018 Do Neural Network Cross-Modal Mappings Really Bridge Modalities? ACL 2018 Fooling Vision and Language Models Despite Localization and Attention Mechanism CVPR 2018 Grounding Semantic Roles in Images EMNLP 2018 How agents see things: On visual representations in an emergent language game EMNLP 2018 Learning Semantic Concepts and Order for Image and Sentence Matching CVPR 2018 Learning Visual Knowledge Memory Networks for Visual Question Answering CVPR 2018 Learning Visually Grounded Sentence Representations NAACL 2018 Mapping natural language commands to web elements EMNLP 2018 Object Ordering with Bidirectional Matchings for Visual Reasoning NAACL 2018 Parsing Speech: a Neural Approach to Integrating Lexical and Acoustic-Prosodic Information NAACL 2018 PointFusion: Deep Sensor Fusion for 3D Bounding Box Estimation CVPR 2018 Scene Graph Parsing as Dependency Parsing NAACL 2018 SNAG: Spoken Narratives and Gaze Dataset ACL 2018 Stacked Latent Attention for Multimodal Reasoning CVPR 2018 Stacking with Auxiliary Features for Visual Question Answering NAACL 2018 Visual Question Answering With Memory-Augmented Networks CVPR 2018 Visual Question Generation as Dual Task of Visual Question Answering CVPR 2018 Visual Referring Expression Recognition: What Do Systems Actually Learn? NAACL 2018 Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision EACL 2017 Discriminative Bimodal Networks for Visual Localization and Detection With Natural Language Queries CVPR 2017