Unsupervised Learning

Corpus-based Open-Domain Event Type Induction EMNLP 2021 CorrNet3D: Unsupervised End-to-End Learning of Dense Correspondence for 3D Point Clouds CVPR 2021 Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder AAAI 2021 Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer ACL 2021 Cross-Database Replay Detection in Terminal-Dependent Speaker Verification Interspeech 2021 Cross-Encoder for Unsupervised Gaze Representation Learning ICCV 2021 Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching EMNLP 2021 Cross-lingual Supervision Improves Unsupervised Neural Machine Translation NAACL 2021 Cross-Lingual Voice Conversion with a Cycle Consistency Loss on Linguistic Representation Interspeech 2021 Cross-model Back-translated Distillation for Unsupervised Machine Translation ICML 2021 Cross-View Gait Recognition With Deep Universal Linear Embeddings CVPR 2021 Crowdsourcing via Annotator Co-occurrence Imputation and Provable Symmetric Nonnegative Matrix Factorization ICML 2021 Cryptocurrency Day Trading and Framing Prediction in Microblog Discourse EMNLP 2021 Crystallization Learning with the Delaunay Triangulation ICML 2021 CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing ICCV 2021 Data Augmentation with Unsupervised Machine Translation Improves the Structural Similarity of Cross-lingual Word Embeddings ACL 2021 Data-driven design of switching reference governors for brake-by-wire applications L4DC 2021 Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective NeurIPS 2021 DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network ICCV 2021 DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations ACL 2021 Decoupling Representation Learning from Reinforcement Learning ICML 2021 Deep Fusion Clustering Network AAAI 2021 Deep Generative Missingness Pattern-Set Mixture Models AISTATS 2021 Deep Graph-neighbor Coherence Preserving Network for Unsupervised Cross-modal Hashing AAAI 2021 Deep Open Intent Classification with Adaptive Decision Boundary AAAI 2021