Representation Learning

Analyzing the Representational Geometry of Acoustic Word Embeddings EMNLP 2022 Analyzing Wrap-Up Effects through an Information-Theoretic Lens ACL 2022 An Analytical Theory of Curriculum Learning in Teacher-Student Networks NeurIPS 2022 An Attention-Based Method for Guiding Attribute-Aligned Speech Representation Learning Interspeech 2022 A Natural Diet: Towards Improving Naturalness of Machine Translation Output ACL 2022 Ancestral protein sequence reconstruction using a tree-structured Ornstein-Uhlenbeck variational autoencoder ICLR 2022 An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries NeurIPS 2022 An Empirical Study on Disentanglement of Negative-free Contrastive Learning NeurIPS 2022 A Neural Corpus Indexer for Document Retrieval NeurIPS 2022 A Neural Model for Compositional Word Embeddings and Sentence Processing ACL 2022 An Evaluation of Three-Stage Voice Conversion Framework for Noisy and Reverberant Conditions Interspeech 2022 A New Perspective on the Effects of Spectrum in Graph Neural Networks ICML 2022 AnimeSR: Learning Real-World Super-Resolution Models for Animation Videos NeurIPS 2022 An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning COLING 2022 An insulin pump? Identifying figurative links in the construction of the drug lexicon EMNLP 2022 An Intriguing Property of Geophysics Inversion ICML 2022 An Investigation into Whitening Loss for Self-supervised Learning NeurIPS 2022 An Isotropy Analysis in the Multilingual BERT Embedding Space ACL 2022 An Item Response Theory Framework for Persuasion NAACL 2022 Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy ICLR 2022 A Novel Phoneme-based Modeling for Text-independent Speaker Identification Interspeech 2022 Answering Open-Domain Multi-Answer Questions via a Recall-then-Verify Framework ACL 2022 Antibody-Antigen Docking and Design via Hierarchical Structure Refinement ICML 2022 AnyMorph: Learning Transferable Polices By Inferring Agent Morphology ICML 2022 APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction NeurIPS 2022