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

Multilingual Lottery Tickets to Pretrain Language Models EMNLP 2023
Zero-Cost Operation Scoring in Differentiable Architecture Search AAAI 2023
ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation ICCV 2023
PIDS: Joint Point Interaction-Dimension Search for 3D Point Cloud WACV 2023
EvoPrompting: Language Models for Code-Level Neural Architecture Search NIPS 2023
Analyzing Generalization of Neural Networks through Loss Path Kernels NIPS 2023
UGC: Unified GAN Compression for Efficient Image-to-Image Translation ICCV 2023
Cascaded Multi-task Adaptive Learning Based on Neural Architecture Search INTERSPEECH 2023
MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention ICCV 2023
Unleashing the Power of Gradient Signal-to-Noise Ratio for Zero-Shot NAS ICCV 2023
EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition INTERSPEECH 2023
SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference ICCV 2023
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search ICML 2023
QAS-Bench: Rethinking Quantum Architecture Search and A Benchmark ICML 2023
AutoDiffusion: Training-Free Optimization of Time Steps and Architectures for Automated Diffusion Model Acceleration ICCV 2023
Extensible and Efficient Proxy for Neural Architecture Search ICCV 2023
Automatic Exploration of Optimal Data Processing Operations for Sound Data Augmentation Using Improved Differentiable Automatic Data Augmentation INTERSPEECH 2023
PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor AAAI 2023
Neural Architecture Search for Wide Spectrum Adversarial Robustness AAAI 2023
A Survey on Dataset Distillation: Approaches, Applications and Future Directions IJCAI 2023
Multi-Agent Automated Machine Learning CVPR 2023
Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models ACL 2023
Continual Segment: Towards a Single, Unified and Non-forgetting Continual Segmentation Model of 143 Whole-body Organs in CT Scans ICCV 2023
GeNAS: Neural Architecture Search with Better Generalization IJCAI 2023
LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search IJCAI 2023