Unsupervised Learning

UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning CVPR 2021 Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users AAAI 2021 Using Unsupervised Learning for Data-driven Procurement Demand Aggregation AAAI 2021 UVStyle-Net: Unsupervised Few-Shot Learning of 3D Style Similarity Measure for B-Reps ICCV 2021 UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP ACL 2021 Variational Autoencoder with Learned Latent Structure AISTATS 2021 Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning ICML 2021 VDSM: Unsupervised Video Disentanglement With State-Space Modeling and Deep Mixtures of Experts CVPR 2021 Video-aided Unsupervised Grammar Induction NAACL 2021 Visual Graph Memory With Unsupervised Representation for Visual Navigation ICCV 2021 Visual Pivoting for (Unsupervised) Entity Alignment AAAI 2021 VQMIVC: Vector Quantization and Mutual Information-Based Unsupervised Speech Representation Disentanglement for One-Shot Voice Conversion Interspeech 2021 What’s Hidden in a One-layer Randomly Weighted Transformer? EMNLP 2021 When Is Unsupervised Disentanglement Possible? NeurIPS 2021 When the Echo Chamber Shatters: Examining the Use of Community-Specific Language Post-Subreddit Ban ACL 2021 Where and What? Examining Interpretable Disentangled Representations CVPR 2021 Why Find the Right One? EACL 2021 “Wikily” Supervised Neural Translation Tailored to Cross-Lingual Tasks EMNLP 2021 Word-Level Alignment of Paper Documents with their Electronic Full-Text Counterparts NAACL 2021 A Brief History of Learning Symbolic Higher-Level Representations from Data (And a Curious Look Forward) IJCAI 2020 A Call for More Rigor in Unsupervised Cross-lingual Learning ACL 2020 ACFlow: Flow Models for Arbitrary Conditional Likelihoods ICML 2020 A Complete Shift-Reduce Chinese Discourse Parser with Robust Dynamic Oracle ACL 2020 A Constraint-Based Approach to Learning and Explanation AAAI 2020 A Convolutional Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction NeurIPS 2020