conftrace_

neural network optimization

1293 papers

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Co-occurring keywords

model compression (3302) neural network (6616) convolutional neural network (4226) gradient descent (1144) stochastic gradient descent (1091) efficient computing (781) deep neural network (1803) large language model (13587) knowledge distillation (3725) representation learning (6206)

Papers

Understanding and correcting pathologies in the training of learned optimizers ICML 2019
Universal Statistics of Fisher Information in Deep Neural Networks: Mean Field Approach AISTATS 2019
Efficient Approximation of Deep ReLU Networks for Functions on Low Dimensional Manifolds NIPS 2019
ResNet and Batch-normalization Improve Data Separability ACML 2019
Online Normalization for Training Neural Networks NIPS 2019
The Goldilocks Zone: Towards Better Understanding of Neural Network Loss Landscapes AAAI 2019
Surfing: Iterative Optimization Over Incrementally Trained Deep Networks NIPS 2019
AutoZOOM: Autoencoder-Based Zeroth Order Optimization Method for Attacking Black-Box Neural Networks AAAI 2019
Generalized Batch Normalization: Towards Accelerating Deep Neural Networks AAAI 2019
A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI AAAI 2019
IRLAS: Inverse Reinforcement Learning for Architecture Search CVPR 2019
Efficient Multi-Domain Learning by Covariance Normalization CVPR 2019
A Neurobiological Evaluation Metric for Neural Network Model Search CVPR 2019
Creative Flow+ Dataset CVPR 2019
MBS: Macroblock Scaling for CNN Model Reduction CVPR 2019
Simultaneously Optimizing Weight and Quantizer of Ternary Neural Network Using Truncated Gaussian Approximation CVPR 2019
Self-Supervised Convolutional Subspace Clustering Network CVPR 2019
Compressing Convolutional Neural Networks via Factorized Convolutional Filters CVPR 2019
Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization CVPR 2019
Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks CVPR 2019
RePr: Improved Training of Convolutional Filters CVPR 2019
All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification CVPR 2019
On Committee Representations of Adversarial Learning Models for Question-Answer Ranking ACL 2019
Parallelizable Stack Long Short-Term Memory NAACL 2019
Spurious Valleys in One-hidden-layer Neural Network Optimization Landscapes JMLR 2019