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Representation Learning

4,925 papers

Papers per year

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Papers

Online Graph Dictionary Learning ICML 2021
Neuro-algorithmic Policies Enable Fast Combinatorial Generalization ICML 2021
AlphaNet: Improved Training of Supernets with Alpha-Divergence ICML 2021
Instabilities of Offline RL with Pre-Trained Neural Representation ICML 2021
Learning Neural Network Subspaces ICML 2021
Representation Matters: Offline Pretraining for Sequential Decision Making ICML 2021
Path Planning using Neural A* Search ICML 2021
Conditional Temporal Neural Processes with Covariance Loss ICML 2021
Sequential 3D Human Pose Estimation Using Adaptive Point Cloud Sampling Strategy IJCAI 2021
Physics-informed Spline Learning for Nonlinear Dynamics Discovery IJCAI 2021
Time-Aware Multi-Scale RNNs for Time Series Modeling IJCAI 2021
Sensitivity Direction Learning with Neural Networks Using Domain Knowledge as Soft Shape Constraints IJCAI 2021
Y-Vector: Multiscale Waveform Encoder for Speaker Embedding INTERSPEECH 2021
wav2vec-C: A Self-Supervised Model for Speech Representation Learning INTERSPEECH 2021
Scaling Effect of Self-Supervised Speech Models INTERSPEECH 2021
Cross-Lingual Voice Conversion with Disentangled Universal Linguistic Representations INTERSPEECH 2021
Protecting Gender and Identity with Disentangled Speech Representations INTERSPEECH 2021
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion INTERSPEECH 2021
Feature Fusion by Attention Networks for Robust DOA Estimation INTERSPEECH 2021
Siamese Network with wav2vec Feature for Spoofing Speech Detection INTERSPEECH 2021
Representation Learning to Classify and Detect Adversarial Attacks Against Speaker and Speech Recognition Systems INTERSPEECH 2021
Metric Learning Based Feature Representation with Gated Fusion Model for Speech Emotion Recognition INTERSPEECH 2021
Towards Multi-Scale Style Control for Expressive Speech Synthesis INTERSPEECH 2021
Cross-Speaker Style Transfer with Prosody Bottleneck in Neural Speech Synthesis INTERSPEECH 2021
Fine-Grained Style Modeling, Transfer and Prediction in Text-to-Speech Synthesis via Phone-Level Content-Style Disentanglement INTERSPEECH 2021