Representation Learning

Unsupervised Learning of Discourse Structures using a Tree Autoencoder AAAI 2021 Unsupervised Learning of Disentangled Speech Content and Style Representation Interspeech 2021 Unsupervised Learning of Visual 3D Keypoints for Control ICML 2021 Unsupervised Meta-Learning through Latent-Space Interpolation in Generative Models ICLR 2021 Unsupervised Motion Representation Learning with Capsule Autoencoders NeurIPS 2021 Unsupervised Object-Level Representation Learning from Scene Images NeurIPS 2021 Unsupervised Part Discovery from Contrastive Reconstruction NeurIPS 2021 Unsupervised Part Segmentation Through Disentangling Appearance and Shape CVPR 2021 Unsupervised Path Representation Learning with Curriculum Negative Sampling IJCAI 2021 Unsupervised Point Cloud Pre-Training via Occlusion Completion ICCV 2021 Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets ACL 2021 Unsupervised Representation Learning for Speech Activity Detection in the Fearless Steps Challenge 2021 Interspeech 2021 Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding ICLR 2021 Unsupervised Representation Learning via Neural Activation Coding ICML 2021 Unsupervised Representation Transfer for Small Networks: I Believe I Can Distill On-the-Fly NeurIPS 2021 Unsupervised Training of a DNN-Based Formant Tracker Interspeech 2021 UoB at SemEval-2021 Task 5: Extending Pre-Trained Language Models to Include Task and Domain-Specific Information for Toxic Span Prediction SemEval 2021 UPB at SemEval-2021 Task 1: Combining Deep Learning and Hand-Crafted Features for Lexical Complexity Prediction SemEval 2021 Usable Information and Evolution of Optimal Representations During Training ICLR 2021 User-as-Graph: User Modeling with Heterogeneous Graph Pooling for News Recommendation IJCAI 2021 Using and comparing Rhetorical Structure Theory parsers with rst-workbench EACL 2021 Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users AAAI 2021 Using Word Embedding to Reveal Monetary Policy Explanation Changes EMNLP 2021 UTFPR at SemEval-2021 Task 1: Complexity Prediction by Combining BERT Vectors and Classic Features SemEval 2021 Utilizing Every Image Object for Semi-Supervised Phrase Grounding WACV 2021