conftrace_

neural network optimization

1293 papers

Explore in graph

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

Learning Neural Network Subspaces ICML 2021
Learning a Single Neuron with Bias Using Gradient Descent NIPS 2021
Effective Fusion Factor in FPN for Tiny Object Detection WACV 2021
When Does Gradient Descent with Logistic Loss Find Interpolating Two-Layer Networks? JMLR 2021
Implicit Regularization in ReLU Networks with the Square Loss COLT 2021
OpEvo: An Evolutionary Method for Tensor Operator Optimization AAAI 2021
Mistify: Automating DNN Model Porting for On-Device Inference at the Edge NSDI 2021
How Do Adam and Training Strategies Help BNNs Optimization ICML 2021
BinaryBERT: Pushing the Limit of BERT Quantization IJCNLP 2021
On the Predictability of Pruning Across Scales ICML 2021
A Deep Conditioning Treatment of Neural Networks ALT 2021
What Causes the Test Error? Going Beyond Bias-Variance via ANOVA JMLR 2021
Constrained Weight Optimization for Learning Without Activation Normalization WACV 2021
On ADMM in Deep Learning: Convergence and Saturation-Avoidance JMLR 2021
Exploiting the Redundancy in Convolutional Filters for Parameter Reduction WACV 2021
Learnable Companding Quantization for Accurate Low-Bit Neural Networks CVPR 2021
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices AAAI 2021
Large Batch Optimization for Deep Learning Using New Complete Layer-Wise Adaptive Rate Scaling AAAI 2021
Delving into Variance Transmission and Normalization: Shift of Average Gradient Makes the Network Collapse AAAI 2021
A Sample Complexity Separation between Non-Convex and Convex Meta-Learning ICML 2020
Rotated Binary Neural Network NIPS 2020
Curriculum Learning by Dynamic Instance Hardness NIPS 2020
NeurOpt: Neural network based optimization for building energy management and climate control L4DC 2020
Soft Multicopter Control Using Neural Dynamics Identification CORL 2020
Adversarial Risk Bounds through Sparsity based Compression AISTATS 2020