Unsupervised Learning

Comparing Distributional and Curated Approaches for Cross-lingual Frame Alignment NAACL 2022 Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language NeurIPS 2022 Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions EMNLP 2022 Conceptualizing Treatment Leakage in Text-based Causal Inference NAACL 2022 Confidence Score for Source-Free Unsupervised Domain Adaptation ICML 2022 Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation ICML 2022 Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy NeurIPS 2022 Content-Context Factorized Representations for Automated Speech Recognition Interspeech 2022 Contrastive Clustering to Mine Pseudo Parallel Data for Unsupervised Translation ICLR 2022 Contrastive Learning for Unsupervised Video Highlight Detection CVPR 2022 Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding EMNLP 2022 Contrastive Quantization with Code Memory for Unsupervised Image Retrieval AAAI 2022 Contrastive Regression for Domain Adaptation on Gaze Estimation CVPR 2022 Conversation Disentanglement with Bi-Level Contrastive Learning EMNLP 2022 Cooperative Distribution Alignment via JSD Upper Bound NeurIPS 2022 Co-training an Unsupervised Constituency Parser with Weak Supervision ACL 2022 Coupled Training for Multi-Source Domain Adaptation WACV 2022 Cross-Domain Collaborative Normalization via Structural Knowledge AAAI 2022 Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation CVPR 2022 Cross-lingual Feature Extraction from Monolingual Corpora for Low-resource Unsupervised Bilingual Lexicon Induction COLING 2022 Cross-lingual Inference with A Chinese Entailment Graph ACL 2022 Cross-Loss Influence Functions to Explain Deep Network Representations AISTATS 2022 Crowdsourcing Regression: A Spectral Approach AISTATS 2022 CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation ACL 2022 Cycle class consistency with distributional optimal transport and knowledge distillation for unsupervised domain adaptation UAI 2022