Unsupervised Learning

Cakewalk Sampling AAAI 2020 Causal Mosaic: Cause-Effect Inference via Nonlinear ICA and Ensemble Method AISTATS 2020 CGD: Multi-View Clustering via Cross-View Graph Diffusion AAAI 2020 Chained Representation Cycling: Learning to Estimate 3D Human Pose and Shape by Cycling Between Representations AAAI 2020 Change Point Estimation in a Dynamic Stochastic Block Model JMLR 2020 Clarity: Data-Driven Automatic Assessment of Product Competitiveness AAAI 2020 Closing the Dequantization Gap: PixelCNN as a Single-Layer Flow NeurIPS 2020 CLOUD: Contrastive Learning of Unsupervised Dynamics CoRL 2020 Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning AAAI 2020 Community-Centric Graph Convolutional Network for Unsupervised Community Detection IJCAI 2020 Conditional Gaussian Distribution Learning for Open Set Recognition CVPR 2020 Context-Aware Automatic Text Simplification of Health Materials in Low-Resource Domains EMNLP 2020 Context Mover’s Distance & Barycenters: Optimal Transport of Contexts for Building Representations AISTATS 2020 Convolutional dictionary learning based auto-encoders for natural exponential-family distributions ICML 2020 Convolutional Neural Networks with Compression Complexity Pooling for Out-of-Distribution Image Detection IJCAI 2020 CoT-AMFlow: Adaptive Modulation Network with Co-Teaching Strategy for Unsupervised Optical Flow Estimation CoRL 2020 COVID-19 Literature Topic-Based Search via Hierarchical NMF EMNLP 2020 CrossNet: Latent Cross-Consistency for Unpaired Image Translation WACV 2020 Cross-View Contextual Relation Transferred Network for Unsupervised Vehicle Tracking in Drone Videos WACV 2020 CUHK at SemEval-2020 Task 4: CommonSense Explanation, Reasoning and Prediction with Multi-task Learning SemEval 2020 Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer COLING 2020 Cyclic Spectral Modeling for Unsupervised Unit Discovery into Voice Conversion with Excitation and Waveform Modeling Interspeech 2020 Dataless Short Text Classification Based on Biterm Topic Model and Word Embeddings IJCAI 2020 Data Selection for Unsupervised Translation of German–Upper Sorbian EMNLP 2020 Deep Audio Priors Emerge From Harmonic Convolutional Networks ICLR 2020