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Neural Network Optimization

3,649 papers

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Papers

LSGCN: Long Short-Term Traffic Prediction with Graph Convolutional Networks IJCAI 2020
Accelerating Stratified Sampling SGD by Reconstructing Strata IJCAI 2020
Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking Neural Network IJCAI 2020
Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling IJCAI 2020
pbSGD: Powered Stochastic Gradient Descent Methods for Accelerated Non-Convex Optimization IJCAI 2020
Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks IJCAI 2020
Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation IJCAI 2020
NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm (Extended Abstract) IJCAI 2020
Optimization Learning: Perspective, Method, and Applications IJCAI 2020
Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization IJCAI 2020
Neural Homomorphic Vocoder INTERSPEECH 2020
An Effective Perturbation Based Semi-Supervised Learning Method for Sound Event Detection INTERSPEECH 2020
Evolved Speech-Transformer: Applying Neural Architecture Search to End-to-End Automatic Speech Recognition INTERSPEECH 2020
LVCSR with Transformer Language Models INTERSPEECH 2020
Neural Architecture Search for Keyword Spotting INTERSPEECH 2020
Reformer-TTS: Neural Speech Synthesis with Reformer Network INTERSPEECH 2020
Enhancing Monotonic Multihead Attention for Streaming ASR INTERSPEECH 2020
INTERSPEECH 2020 Deep Noise Suppression Challenge: A Fully Convolutional Recurrent Network (FCRN) for Joint Dereverberation and Denoising INTERSPEECH 2020
Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech Separation INTERSPEECH 2020
Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and its Application to Speaker Stream Separation INTERSPEECH 2020
Multi-Scale TCN: Exploring Better Temporal DNN Model for Causal Speech Enhancement INTERSPEECH 2020
Bidirectional LSTM Network with Ordered Neurons for Speech Enhancement INTERSPEECH 2020
Improved Training Strategies for End-to-End Speech Recognition in Digital Voice Assistants INTERSPEECH 2020
A New Training Pipeline for an Improved Neural Transducer INTERSPEECH 2020
Enhancing Monotonicity for Robust Autoregressive Transformer TTS INTERSPEECH 2020