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Representation Learning

4,925 papers

Papers per year

7
51
606
487
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Papers

Data Augmentation as Feature Manipulation ICML 2022
Bit Prioritization in Variational Autoencoders via Progressive Coding ICML 2022
Coin Flipping Neural Networks ICML 2022
Quantifying and Learning Linear Symmetry-Based Disentanglement ICML 2022
Rich Feature Construction for the Optimization-Generalization Dilemma ICML 2022
RePFormer: Refinement Pyramid Transformer for Robust Facial Landmark Detection IJCAI 2022
Learning Prototype via Placeholder for Zero-shot Recognition IJCAI 2022
Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network IJCAI 2022
Language Models as Knowledge Embeddings IJCAI 2022
Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning IJCAI 2022
Neural PCA for Flow-Based Representation Learning IJCAI 2022
VLStereoSet: A Study of Stereotypical Bias in Pre-trained Vision-Language Models IJCNLP 2022
Adaptive Rectangle Loss for Speaker Verification INTERSPEECH 2022
Transport-Oriented Feature Aggregation for Speaker Embedding Learning INTERSPEECH 2022
Multi-Frequency Information Enhanced Channel Attention Module for Speaker Representation Learning INTERSPEECH 2022
Environment Aware Text-to-Speech Synthesis INTERSPEECH 2022
Scoring of Large-Margin Embeddings for Speaker Verification: Cosine or PLDA? INTERSPEECH 2022
Deep speaker embedding with frame-constrained training strategy for speaker verification INTERSPEECH 2022
VQ-T: RNN Transducers using Vector-Quantized Prediction Network States INTERSPEECH 2022
Application for Real-time Personalized Speaker Extraction INTERSPEECH 2022
The HCCL System for the NIST SRE21 INTERSPEECH 2022
WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification INTERSPEECH 2022
Mutual Information Constraints for Monte-Carlo Objectives to Prevent Posterior Collapse Especially in Language Modelling JMLR 2022
Neural Estimation of Statistical Divergences JMLR 2022
Representation Learning for Conversational Data using Discourse Mutual Information Maximization NAACL 2022