conftrace_

neural architecture search

666 papers

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Also known as

NAS

Co-occurring keywords

model compression (3302) architecture optimization (64) efficient computing (781) hyperparameter optimization (406) network architecture (142) convolutional neural network (4226) evolutionary algorithm (264) differentiable architecture search (44) transfer learning (5449) knowledge distillation (3725)

Papers

Rethinking Neural Operations for Diverse Tasks NIPS 2021
Graph Differentiable Architecture Search with Structure Learning NIPS 2021
Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning NIPS 2021
How Powerful are Performance Predictors in Neural Architecture Search? NIPS 2021
Speedy Performance Estimation for Neural Architecture Search NIPS 2021
Evaluating Efficient Performance Estimators of Neural Architectures NIPS 2021
Task-Adaptive Neural Network Search with Meta-Contrastive Learning NIPS 2021
Rethinking Bi-Level Optimization in Neural Architecture Search: A Gibbs Sampling Perspective AAAI 2021
NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search AAAI 2021
NEAP-F: Network Epoch Accuracy Prediction Framework (Student Abstract) AAAI 2021
Dynamically Grown Generative Adversarial Networks AAAI 2021
AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models ACL 2021
One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking CVPR 2021
Activate or Not: Learning Customized Activation CVPR 2021
Memory-efficient Patch-based Inference for Tiny Deep Learning NIPS 2021
Searching the Search Space of Vision Transformer NIPS 2021
Searching for Efficient Transformers for Language Modeling NIPS 2021
Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing NIPS 2021
AutoGEL: An Automated Graph Neural Network with Explicit Link Information NIPS 2021
iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients ICML 2021
NASOA: Towards Faster Task-Oriented Online Fine-Tuning With a Zoo of Models ICCV 2021
Evolving Search Space for Neural Architecture Search ICCV 2021
AutoSpace: Neural Architecture Search With Less Human Interference ICCV 2021
AutoFormer: Searching Transformers for Visual Recognition ICCV 2021
Searching for Controllable Image Restoration Networks ICCV 2021