Unsupervised Learning

UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering CVPR 2021 Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders AAAI 2021 Unsupervised Translation of German–Lower Sorbian: Exploring Training and Novel Transfer Methods on a Low-Resource Language EMNLP 2021 UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning CVPR 2021 Using Unsupervised Learning for Data-driven Procurement Demand Aggregation AAAI 2021 UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP ACL 2021 An Adaptive Neural Network for Unsupervised Mosaic Consistency Analysis in Image Forensics CVPR 2020 An Unsupervised Information-Theoretic Perceptual Quality Metric NeurIPS 2020 A Probabilistic Model with Commonsense Constraints for Pattern-based Temporal Fact Extraction ACL 2020 A Relaxed Matching Procedure for Unsupervised BLI ACL 2020 A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation ACL 2020 A Spectral Method for Unsupervised Multi-Document Summarization EMNLP 2020 Asymmetric Co-Teaching for Unsupervised Cross-Domain Person Re-Identification AAAI 2020 Auto-Encoding Twin-Bottleneck Hashing CVPR 2020 Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences ACL 2020 BlockGAN: Learning 3D Object-aware Scene Representations from Unlabelled Images NeurIPS 2020 Chained Representation Cycling: Learning to Estimate 3D Human Pose and Shape by Cycling Between Representations AAAI 2020 Character Mapping and Ad-hoc Adaptation: Edinburgh’s IWSLT 2020 Open Domain Translation System ACL 2020 Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning AAAI 2020 Creating Something From Nothing: Unsupervised Knowledge Distillation for Cross-Modal Hashing CVPR 2020 Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning ACL 2020 Data Selection for Unsupervised Translation of German–Upper Sorbian EMNLP 2020 Deep Unsupervised Binary Coding Networks for Multivariate Time Series Retrieval AAAI 2020 DeFeat-Net: General Monocular Depth via Simultaneous Unsupervised Representation Learning CVPR 2020 Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error IJCAI 2020