Multimodal Learning

Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog ACL 2019 MUREL: Multimodal Relational Reasoning for Visual Question Answering CVPR 2019 Neural Collective Graphical Models for Estimating Spatio-Temporal Population Flow from Aggregated Data AAAI 2019 Neural Sequential Phrase Grounding (SeqGROUND) CVPR 2019 Object-Driven Text-To-Image Synthesis via Adversarial Training CVPR 2019 OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge CVPR 2019 Play as You Like: Timbre-Enhanced Multi-Modal Music Style Transfer AAAI 2019 Pointing Novel Objects in Image Captioning CVPR 2019 Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval CVPR 2019 Predicting Humor by Learning from Time-Aligned Comments Interspeech 2019 Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos AAAI 2019 Realtime Generation of Audible Textures Inspired by a Video Stream AAAI 2019 Reasoning Visual Dialogs With Structural and Partial Observations CVPR 2019 Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue EMNLP 2019 Recursive Visual Attention in Visual Dialog CVPR 2019 Reflection Separation using a Pair of Unpolarized and Polarized Images NeurIPS 2019 Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network EMNLP 2019 Robust Navigation with Language Pretraining and Stochastic Sampling EMNLP 2019 Robust Neural Machine Translation with Joint Textual and Phonetic Embedding ACL 2019 RUBi: Reducing Unimodal Biases for Visual Question Answering NeurIPS 2019 Self-Critical N-Step Training for Image Captioning CVPR 2019 Self-Critical Reasoning for Robust Visual Question Answering NeurIPS 2019 Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos NeurIPS 2019 Semantic Proposal for Activity Localization in Videos via Sentence Query AAAI 2019 Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions CVPR 2019