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

MathNAS: If Blocks Have a Role in Mathematical Architecture Design NIPS 2023
Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models ACL 2023
Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS “Cold-Start” AAAI 2023
GENNAPE: Towards Generalized Neural Architecture Performance Estimators AAAI 2023
Learning Conflict-Noticed Architecture for Multi-Task Learning AAAI 2023
ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-Cost Proxies AAAI 2023
PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor AAAI 2023
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition NIPS 2023
Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks AAAI 2023
Towards Real-Time Segmentation on the Edge AAAI 2023
Do Not Train It: A Linear Neural Architecture Search of Graph Neural Networks ICML 2023
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search ICML 2023
Differentiable Architecture Search With Random Features CVPR 2023
Minimizing the Accumulated Trajectory Error To Improve Dataset Distillation CVPR 2023
HyperJump: Accelerating HyperBand via Risk Modelling AAAI 2023
ArchBERT: Bi-Modal Understanding of Neural Architectures and Natural Languages EMNLP 2023
EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition INTERSPEECH 2023
NAR-Former: Neural Architecture Representation Learning Towards Holistic Attributes Prediction CVPR 2023
Automatic Exploration of Optimal Data Processing Operations for Sound Data Augmentation Using Improved Differentiable Automatic Data Augmentation INTERSPEECH 2023
EMT-NAS:Transferring Architectural Knowledge Between Tasks From Different Datasets CVPR 2023
MDL-NAS: A Joint Multi-Domain Learning Framework for Vision Transformer CVPR 2023
PIDS: Joint Point Interaction-Dimension Search for 3D Point Cloud WACV 2023
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID CVPR 2023
Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-Time Mobile Telepresence CVPR 2023
EvoPrompting: Language Models for Code-Level Neural Architecture Search NIPS 2023