Multimodal Learning

Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied Agents CoRL 2018 Hard Non-Monotonic Attention for Character-Level Transduction EMNLP 2018 Harnessing Synthesized Abstraction Images to Improve Facial Attribute Recognition IJCAI 2018 How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues NAACL 2018 HSA-RNN: Hierarchical Structure-Adaptive RNN for Video Summarization CVPR 2018 ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection EMNLP 2018 Identification and Classification of Fricatives in Speech Using Zero Time Windowing Method Interspeech 2018 Im2Flow: Motion Hallucination From Static Images for Action Recognition CVPR 2018 Im2Pano3D: Extrapolating 360° Structure and Semantics Beyond the Field of View CVPR 2018 Imitation Learning from Visual Data with Multiple Intentions ICLR 2018 Incorporating Image Matching Into Knowledge Acquisition for Event-Oriented Relation Recognition COLING 2018 Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis CVPR 2018 Inhibition of Occluded Facial Regions for Distance-Based Face Recognition IJCAI 2018 Integrated Presentation Attack Detection and Automatic Speaker Verification: Common Features and Gaussian Back-end Fusion Interspeech 2018 Interactive Visual Grounding of Referring Expressions for Human-Robot Interaction RSS 2018 InverseFaceNet: Deep Monocular Inverse Face Rendering CVPR 2018 Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality Prediction ACL 2018 Investigating Objective Intelligibility in Real-Time EMG-to-Speech Conversion Interspeech 2018 iParaphrasing: Extracting Visually Grounded Paraphrases via an Image COLING 2018 IQA: Visual Question Answering in Interactive Environments CVPR 2018 IVQA: Inverse Visual Question Answering CVPR 2018 JeSemE: Interleaving Semantics and Emotions in a Web Service for the Exploration of Language Change Phenomena COLING 2018 Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks EMNLP 2018 Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates Interspeech 2018 Joint Noise and Reverberation Adaptive Learning for Robust Speaker DOA Estimation with an Acoustic Vector Sensor Interspeech 2018