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

AutoBERT-Zero: Evolving BERT Backbone from Scratch AAAI 2022
Large-Scale Graph Neural Architecture Search ICML 2022
Training-Free Transformer Architecture Search CVPR 2022
Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo WACV 2022
PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs ICML 2022
Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity WACV 2022
Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search NIPS 2022
Lightweight Monocular Depth With a Novel Neural Architecture Search Method WACV 2022
Learning Network Architecture for Open-Set Recognition AAAI 2022
Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis NIPS 2022
AutoLoss-GMS: Searching Generalized Margin-Based Softmax Loss Function for Person Re-Identification CVPR 2022
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models NIPS 2022
DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy AAAI 2022
Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization IJCAI 2022
NAS-VAD: Neural Architecture Search for Voice Activity Detection INTERSPEECH 2022
BINAS: Bilinear Interpretable Neural Architecture Search ACML 2022
NeuralArTS: Structuring Neural Architecture Search with Type Theory (Student Abstract) AAAI 2022
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks NIPS 2022
Searching for Better Spatio-temporal Alignment in Few-Shot Action Recognition NIPS 2022
AutoST: Towards the Universal Modeling of Spatio-temporal Sequences NIPS 2022
Entropy-Driven Mixed-Precision Quantization for Deep Network Design NIPS 2022
Towards One Shot Search Space Poisoning in Neural Architecture Search (Student Abstract) AAAI 2022
Adversarial Branch Architecture Search for Unsupervised Domain Adaptation WACV 2022
Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search WACV 2022
Conformer Based Elderly Speech Recognition System for Alzheimer’s Disease Detection INTERSPEECH 2022