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Deep Learning

1,397 papers

Papers per year

3
163
233
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Papers

Rethink the Connections among Generalization, Memorization, and the Spectral Bias of DNNs IJCAI 2021
Deep Bucket Elimination IJCAI 2021
A Survey of Machine Learning-Based Physics Event Generation IJCAI 2021
A Survey on Response Selection for Retrieval-based Dialogues IJCAI 2021
Time Series Data Augmentation for Deep Learning: A Survey IJCAI 2021
Acoustic Scene Classification Using Kervolution-Based SubSpectralNet INTERSPEECH 2021
Shallow Convolution-Augmented Transformer with Differentiable Neural Computer for Low-Complexity Classification of Variable-Length Acoustic Scene INTERSPEECH 2021
Variational Information Bottleneck for Effective Low-Resource Audio Classification INTERSPEECH 2021
Acoustic Event Detection with Classifier Chains INTERSPEECH 2021
A Deep Learning Method to Multi-Channel Active Noise Control INTERSPEECH 2021
SmallER: Scaling Neural Entity Resolution for Edge Devices INTERSPEECH 2021
Joint Feature Enhancement and Speaker Recognition with Multi-Objective Task-Oriented Network INTERSPEECH 2021
Assessment of von Mises-Bernoulli Deep Neural Network in Sound Source Localization INTERSPEECH 2021
Dr-Vectors: Decision Residual Networks and an Improved Loss for Speaker Recognition INTERSPEECH 2021
INTERSPEECH 2021 Acoustic Echo Cancellation Challenge INTERSPEECH 2021
Generalization Performance of Multi-pass Stochastic Gradient Descent with Convex Loss Functions JMLR 2021
LassoNet: A Neural Network with Feature Sparsity JMLR 2021
Residual learning for 3D motion corrected quantitative MRI: Robust clinical T1, T2 and proton density mapping MIDL 2021
Language ID Prediction from Speech Using Self-Attentive Pooling NAACL 2021
A ResNet-50-Based Convolutional Neural Network Model for Language ID Identification from Speech Recordings NAACL 2021
Understanding and Interpreting the Impact of User Context in Hate Speech Detection NAACL 2021
SENSEI: Aligning Video Streaming Quality with Dynamic User Sensitivity NSDI 2021
On Warm-Starting Neural Network Training NIPS 2020
Mutual exclusivity as a challenge for deep neural networks NIPS 2020
Rational neural networks NIPS 2020