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Representation Learning

2843 directly classified papers

Papers per year

Papers

Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation IJCAI 2022
Initializing Then Refining: A Simple Graph Attribute Imputation Network IJCAI 2022
Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction NAACL 2022
Probing via Prompting NAACL 2022
On the Robustness of Reading Comprehension Models to Entity Renaming NAACL 2022
Multi-Head Deep Metric Learning Using Global and Local Representations WACV 2022
Discovering Differences in the Representation of People using Contextualized Semantic Axes EMNLP 2022
Continual Learning through Retrieval and Imagination AAAI 2022
Generalized Equivariance and Preferential Labeling for GNN Node Classification AAAI 2022
Towards Multi-Scale Speaking Style Modelling with Hierarchical Context Information for Mandarin Speech Synthesis INTERSPEECH 2022
Fundamental Limits and Tradeoffs in Invariant Representation Learning JMLR 2022
Semiparametric Inference For Causal Effects In Graphical Models With Hidden Variables JMLR 2022
KoPA: Automated Kronecker Product Approximation JMLR 2022
Representation Learning for Maximization of MI, Nonlinear ICA and Nonlinear Subspaces with Robust Density Ratio Estimation JMLR 2022
Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features JMLR 2022
Content-Context Factorized Representations for Automated Speech Recognition INTERSPEECH 2022
Transport-Oriented Feature Aggregation for Speaker Embedding Learning INTERSPEECH 2022
EdiTTS: Score-based Editing for Controllable Text-to-Speech INTERSPEECH 2022
Probing phoneme, language and speaker information in unsupervised speech representations INTERSPEECH 2022
PRISM: Pre-trained Indeterminate Speaker Representation Model for Speaker Diarization and Speaker Verification INTERSPEECH 2022
Utterance-by-utterance overlap-aware neural diarization with Graph-PIT INTERSPEECH 2022
Internal Language Model Estimation Through Explicit Context Vector Learning for Attention-based Encoder-decoder ASR INTERSPEECH 2022
Content-Dependent Fine-Grained Speaker Embedding for Zero-Shot Speaker Adaptation in Text-to-Speech Synthesis INTERSPEECH 2022
Streamable Speech Representation Disentanglement and Multi-Level Prosody Modeling for Live One-Shot Voice Conversion INTERSPEECH 2022
Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning INTERSPEECH 2022