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

NN-Former: Rethinking Graph Structure in Neural Architecture Representation CVPR 2025
Delta-NAS: Difference of Architecture Encoding for Predictor-Based Evolutionary Neural Architecture Search WACV 2025
ParZC: Parametric Zero-Cost Proxies for Efficient NAS AAAI 2025
DANCE: Resource-Efficient Neural Architecture Search with Data-Aware and Continuous Adaptation IJCAI 2025
Loss Functions for Predictor-based Neural Architecture Search ICCV 2025
AutoSGNN: Automatic Propagation Mechanism Discovery for Spectral Graph Neural Networks AAAI 2025
CARL: Causality-guided Architecture Representation Learning for an Interpretable Performance Predictor ICCV 2025
A Fast Neural Architecture Search Method for Multi-Modal Classification via Knowledge Sharing IJCAI 2025
Neural Architecture Search Driven by Locally Guided Diffusion for Personalized Federated Learning ICCV 2025
GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven CVPR 2025
HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning AAAI 2025
L-SWAG: Layer-Sample Wise Activation with Gradients Information for Zero-Shot NAS on Vision Transformers CVPR 2025
Transparent Vision: A Theory of Hierarchical Invariant Representations ICCV 2025
Transferable Relativistic Predictor: Mitigating Cross-Task Cold-Start Issue in NAS IJCAI 2025
LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding EMNLP 2025
Efficient Few-Shot Neural Architecture Search by Counting the Number of Nonlinear Functions AAAI 2025
TRNAS: A Training-Free Robust Neural Architecture Search ICCV 2025
MONAS-ESNN: Multi-Objective Neural Architecture Search for Efficient Spiking Neural Networks WACV 2025
SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model CVPR 2024
LLM Performance Predictors are good initializers for Architecture Search ACL 2024
Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts AAAI 2024
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning AAAI 2024
Multimodal Graph Neural Architecture Search under Distribution Shifts AAAI 2024
LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network through Spatial-Temporal Compressive Network Search and Joint Optimization IJCAI 2024
CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework NIPS 2024