Multimodal Learning

Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition AAAI 2020 Sentence Generation for Entity Description with Content-Plan Attention AAAI 2020 Sentiment and Emotion help Sarcasm? A Multi-task Learning Framework for Multi-Modal Sarcasm, Sentiment and Emotion Analysis ACL 2020 Separating Varying Numbers of Sources with Auxiliary Autoencoding Loss Interspeech 2020 Sequence to Sequence Coreference Resolution COLING 2020 Sequential Latent Knowledge Selection for Knowledge-Grounded Dialogue ICLR 2020 SESAM at SemEval-2020 Task 8: Investigating the Relationship between Image and Text in Sentiment Analysis of Memes SemEval 2020 Set2Graph: Learning Graphs From Sets NeurIPS 2020 SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans CVPR 2020 Shaping Visual Representations with Language for Few-Shot Classification ACL 2020 Should we Hard-Code the Recurrence Concept or Learn it Instead ? Exploring the Transformer Architecture for Audio-Visual Speech Recognition Interspeech 2020 Show, Recall, and Tell: Image Captioning with Recall Mechanism AAAI 2020 SieveNet: A Unified Framework for Robust Image-Based Virtual Try-On WACV 2020 Sign Language Transformers: Joint End-to-End Sign Language Recognition and Translation CVPR 2020 SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification ICML 2020 Sim-to-Real Transfer for Vision-and-Language Navigation CoRL 2020 SIRI: Spatial Relation Induced Network For Spatial Description Resolution NeurIPS 2020 Situated and Interactive Multimodal Conversations COLING 2020 Sketchformer: Transformer-Based Representation for Sketched Structure CVPR 2020 Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval CVPR 2020 Sky + Fire = Sunset. Exploring Parallels between Visually Grounded Metaphors and Image Classifiers ACL 2020 Social-VRNN: One-Shot Multi-modal Trajectory Prediction for Interacting Pedestrians CoRL 2020 Sound-Image Grounding Based Focusing Mechanism for Efficient Automatic Spoken Language Acquisition Interspeech 2020 Span-based Localizing Network for Natural Language Video Localization ACL 2020 Sparse and Continuous Attention Mechanisms NeurIPS 2020