Multimodal Learning

Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering NeurIPS 2018 Parsing Speech: a Neural Approach to Integrating Lexical and Acoustic-Prosodic Information NAACL 2018 Personalized Review Generation By Expanding Phrases and Attending on Aspect-Aware Representations ACL 2018 PICO Element Detection in Medical Text via Long Short-Term Memory Neural Networks ACL 2018 Pluralizing Nouns across Agglutinating Bantu Languages COLING 2018 Point process latent variable models of larval zebrafish behavior NeurIPS 2018 Polarity and Intensity: the Two Aspects of Sentiment Analysis ACL 2018 Pragmatically Informative Image Captioning with Character-Level Inference NAACL 2018 prDeep: Robust Phase Retrieval with a Flexible Deep Network ICML 2018 Predicting Activity and Location with Multi-task Context Aware Recurrent Neural Network IJCAI 2018 Predicting Arousal and Valence from Waveforms and Spectrograms Using Deep Neural Networks Interspeech 2018 Punny Captions: Witty Wordplay in Image Descriptions NAACL 2018 Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information ACL 2018 PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume CVPR 2018 Quantifying the Visual Concreteness of Words and Topics in Multimodal Datasets NAACL 2018 Real-time Single-channel Dereverberation and Separation with Time-domain Audio Separation Network Interspeech 2018 RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes EMNLP 2018 Recognizing Emotions in Video Using Multimodal DNN Feature Fusion ACL 2018 Referring Image Segmentation via Recurrent Refinement Networks CVPR 2018 Referring Relationships CVPR 2018 Refining Synthetic Images with Semantic Layouts by Adversarial Training ACML 2018 Retrieval-Based Neural Code Generation EMNLP 2018 Robustness of conditional GANs to noisy labels NeurIPS 2018 Robust Spoken Language Understanding via Paraphrasing Interspeech 2018 S4D: Speaker Diarization Toolkit in Python Interspeech 2018