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Representation Learning

4,925 papers

Papers per year

7
51
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487
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Papers

Finding trainable sparse networks through Neural Tangent Transfer ICML 2020
Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules ICML 2020
Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees ICML 2020
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning ICML 2020
Neural Kernels Without Tangents ICML 2020
Informative Dropout for Robust Representation Learning: A Shape-bias Perspective ICML 2020
Energy-Based Processes for Exchangeable Data ICML 2020
G2RL: Geometry-Guided Representation Learning for Facial Action Unit Intensity Estimation IJCAI 2020
When Do GNNs Work: Understanding and Improving Neighborhood Aggregation IJCAI 2020
Classification with Rejection: Scaling Generative Classifiers with Supervised Deep Infomax IJCAI 2020
On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification IJCAI 2020
A Survey on Representation Learning for User Modeling IJCAI 2020
Compositionality Decomposed: How do Neural Networks Generalise? (Extended Abstract) IJCAI 2020
Generalized Representation Learning Methods for Deep Reinforcement Learning IJCAI 2020
Learning Contextual Language Embeddings for Monaural Multi-Talker Speech Recognition INTERSPEECH 2020
Cross-Lingual Speaker Verification with Domain-Balanced Hard Prototype Mining and Language-Dependent Score Normalization INTERSPEECH 2020
Crossmodal Sound Retrieval Based on Specific Target Co-Occurrence Denoted with Weak Labels INTERSPEECH 2020
Segment Aggregation for Short Utterances Speaker Verification Using Raw Waveforms INTERSPEECH 2020
A Recursive Network with Dynamic Attention for Monaural Speech Enhancement INTERSPEECH 2020
On Synthesis for Supervised Monaural Speech Separation in Time Domain INTERSPEECH 2020
Adversarial Latent Representation Learning for Speech Enhancement INTERSPEECH 2020
Neural Speech Completion INTERSPEECH 2020
A Differentiable Perceptual Audio Metric Learned from Just Noticeable Differences INTERSPEECH 2020
Tone Learning in Low-Resource Bilingual TTS INTERSPEECH 2020
Attentive Convolutional Recurrent Neural Network Using Phoneme-Level Acoustic Representation for Rare Sound Event Detection INTERSPEECH 2020