conftrace_

network pruning

183 papers

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Co-occurring keywords

model compression (3302) lottery ticket hypothesis (104) neural network pruning (265) neural network (6616) knowledge distillation (3725) neural network optimization (1293) convolutional neural network (4226) model pruning (237) neural architecture search (666) transfer learning (5449)

Papers

Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot? NIPS 2021
Training Adversarially Robust Sparse Networks via Bayesian Connectivity Sampling ICML 2021
Simple and Effective Stochastic Neural Networks AAAI 2021
Frivolous Units: Wider Networks Are Not Really That Wide AAAI 2021
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration CVPR 2021
Convolutional Neural Network Pruning With Structural Redundancy Reduction CVPR 2021
A Unified Lottery Ticket Hypothesis for Graph Neural Networks ICML 2021
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets ACL 2021
Neural Architecture Search With Random Labels CVPR 2021
Finding Sparse Structures for Domain Specific Neural Machine Translation AAAI 2021
Troubleshooting Blind Image Quality Models in the Wild CVPR 2021
Efficient Lottery Ticket Finding: Less Data is More ICML 2021
Associative Convolutional Layers AISTATS 2021
AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks AAAI 2021
Linearly Replaceable Filters for Deep Network Channel Pruning AAAI 2021
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking ACL 2021
Exploring Sparsity in Image Super-Resolution for Efficient Inference CVPR 2021
Scalable Differential Privacy With Sparse Network Finetuning CVPR 2021
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling CVPR 2021
Self-Damaging Contrastive Learning ICML 2021
Validating the Lottery Ticket Hypothesis with Inertial Manifold Theory NIPS 2021
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking IJCNLP 2021
Winning Lottery Tickets in Deep Generative Models AAAI 2021
NetAdaptV2: Efficient Neural Architecture Search With Fast Super-Network Training and Architecture Optimization CVPR 2021
Neural Response Interpretation Through the Lens of Critical Pathways CVPR 2021