Representation Learning

Unsupervised Disentanglement with Tensor Product Representations on the Torus ICLR 2022 Unsupervised Extractive Opinion Summarization Using Sparse Coding ACL 2022 Unsupervised Geometric and Topological Approaches for Cross-Lingual Sentence Representation and Comparison ACL 2022 Unsupervised Identification of Materials with Hyperspectral Images AAAI 2022 Unsupervised Image Representation Learning with Deep Latent Particles ICML 2022 Unsupervised Instance Discriminative Learning for Depression Detection from Speech Signals Interspeech 2022 Unsupervised Learning of Debiased Representations With Pseudo-Attributes CVPR 2022 Unsupervised Learning of Equivariant Structure from Sequences NeurIPS 2022 Unsupervised Learning of Group Invariant and Equivariant Representations NeurIPS 2022 Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE NeurIPS 2022 Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic Models NeurIPS 2022 Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion ICML 2022 Unsupervised Vision-and-Language Pre-Training via Retrieval-Based Multi-Granular Alignment CVPR 2022 Unsupervised Visual Representation Learning by Online Constrained K-Means CVPR 2022 Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment NeurIPS 2022 URetinex-Net: Retinex-Based Deep Unfolding Network for Low-Light Image Enhancement CVPR 2022 Use of prosodic and lexical cues for disambiguating wh-words in Korean Interspeech 2022 Using BERT Embeddings to Model Word Importance in Conversational Transcripts for Deaf and Hard of Hearing Users ACL 2022 Using Constraint Programming and Graph Representation Learning for Generating Interpretable Cloud Security Policies IJCAI 2022 Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings ACL 2022 Using dependency parsing for few-shot learning in distributional semantics ACL 2022 Using Fluency Representation Learned from Sequential Raw Features for Improving Non-native Fluency Scoring Interspeech 2022 Using Graph-Based Methods to Augment Online Dictionaries of Endangered Languages ACL 2022 Using Mixed-Effects Models to Learn Bayesian Networks from Related Data Sets PGM 2022 Using neural topic models to track context shifts of words: a case study of COVID-related terms before and after the lockdown in April 2020 ACL 2022