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Deep Learning

1752 directly classified papers

Papers per year

Papers

Improving Detection of Alzheimer’s Disease Using Automatic Speech Recognition to Identify High-Quality Segments for More Robust Feature Extraction INTERSPEECH 2020
Increasing the Intelligibility and Naturalness of Alaryngeal Speech Using Voice Conversion and Synthetic Fundamental Frequency INTERSPEECH 2020
Towards Context-Aware End-to-End Code-Switching Speech Recognition INTERSPEECH 2020
Improving Low Resource Code-Switched ASR Using Augmented Code-Switched TTS INTERSPEECH 2020
Bi-Encoder Transformer Network for Mandarin-English Code-Switching Speech Recognition Using Mixture of Experts INTERSPEECH 2020
Hide and Speak: Towards Deep Neural Networks for Speech Steganography INTERSPEECH 2020
Frame-Level Signal-to-Noise Ratio Estimation Using Deep Learning INTERSPEECH 2020
End-to-End Speech-to-Dialog-Act Recognition INTERSPEECH 2020
Story Realization: Expanding Plot Events into Sentences AAAI 2020
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs AAAI 2020
Overcoming Catastrophic Forgetting by Neuron-Level Plasticity Control AAAI 2020
Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics AAAI 2020
Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference AAAI 2020
Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning AAAI 2020
Analysis and a Solution of Momentarily Missed Detection for Anchor-based Object Detectors WACV 2020
Feature Variance Regularization: A Simple Way to Improve the Generalizability of Neural Networks AAAI 2020
Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels ICML 2020
LTF: A Label Transformation Framework for Correcting Label Shift ICML 2020
Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras CVPR 2020
DeepFLASH: An Efficient Network for Learning-Based Medical Image Registration CVPR 2020
Deep Learning Tubes for Tube MPC RSS 2020
Predicting Choice with Set-Dependent Aggregation ICML 2020
The HSIC Bottleneck: Deep Learning without Back-Propagation AAAI 2020
Uncertainty Estimation Using a Single Deep Deterministic Neural Network ICML 2020
Stochastic Loss Function AAAI 2020