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Neural Network Optimization

3648 directly classified papers

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Papers

Constructive Universal High-Dimensional Distribution Generation through Deep ReLU Networks ICML 2020
KungFu: Making Training in Distributed Machine Learning Adaptive OSDI 2020
On the Convergence of SARAH and Beyond AISTATS 2020
Proving the Lottery Ticket Hypothesis: Pruning is All You Need ICML 2020
Learning Reasoning Strategies in End-to-End Differentiable Proving ICML 2020
Low-loss connection of weight vectors: distribution-based approaches ICML 2020
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains NIPS 2020
Reinforcing Neural Network Stability with Attractor Dynamics AAAI 2020
Stochastic Approximate Gradient Descent via the Langevin Algorithm AAAI 2020
Modular Block-diagonal Curvature Approximations for Feedforward Architectures AISTATS 2020
Efficient Neural Architecture Search via Proximal Iterations AAAI 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
Reformer-TTS: Neural Speech Synthesis with Reformer Network INTERSPEECH 2020
Enhancing Monotonic Multihead Attention for Streaming ASR INTERSPEECH 2020
Bidirectional LSTM Network with Ordered Neurons for Speech Enhancement INTERSPEECH 2020
Neural Homomorphic Vocoder INTERSPEECH 2020
Hyperbolic Interaction Model for Hierarchical Multi-Label Classification AAAI 2020
SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines AAAI 2020
Cascading Convolutional Color Constancy AAAI 2020
3D Crowd Counting via Multi-View Fusion with 3D Gaussian Kernels AAAI 2020
Neural Graph Embedding for Neural Architecture Search AAAI 2020
AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture AAAI 2020