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

Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift ICCV 2021
Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition ICCV 2021
Bayesian Parametric and Architectural Domain Adaptation of LF-MMI Trained TDNNs for Elderly and Dysarthric Speech Recognition INTERSPEECH 2021
Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans AAAI 2021
One-shot Graph Neural Architecture Search with Dynamic Search Space AAAI 2021
EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation EMNLP 2021
Dynamic Slimmable Network CVPR 2021
Rethinking Graph Neural Architecture Search From Message-Passing CVPR 2021
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration CVPR 2021
Prioritized Architecture Sampling With Monto-Carlo Tree Search CVPR 2021
ReNAS: Relativistic Evaluation of Neural Architecture Search CVPR 2021
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling CVPR 2021
Removing Raindrops and Rain Streaks in One Go CVPR 2021
Searching by Generating: Flexible and Efficient One-Shot NAS With Architecture Generator CVPR 2021
DOTS: Decoupling Operation and Topology in Differentiable Architecture Search CVPR 2021
Progressive Feature Interaction Search for Deep Sparse Network NIPS 2021
Generic Neural Architecture Search via Regression NIPS 2021
NAS-Bench-x11 and the Power of Learning Curves NIPS 2021
Stronger NAS with Weaker Predictors NIPS 2021
BatchQuant: Quantized-for-all Architecture Search with Robust Quantizer NIPS 2021
NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters ACML 2021
Video Action Recognition with Neural Architecture Search ACML 2021
Exploring the loss landscape in neural architecture search UAI 2021
AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models IJCNLP 2021
AutoRC: Improving BERT Based Relation Classification Models via Architecture Search IJCNLP 2021