neural architecture search

LitePred: Transferable and Scalable Latency Prediction for Hardware-Aware Neural Architecture Search NSDI 2024 LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network through Spatial-Temporal Compressive Network Search and Joint Optimization IJCAI 2024 LLM Performance Predictors are good initializers for Architecture Search ACL 2024 LoNAS: Elastic Low-Rank Adapters for Efficient Large Language Models COLING 2024 LPZero: Language Model Zero-cost Proxy Search from Zero EMNLP 2024 Masked Distillation Advances Self-Supervised Transformer Architecture Search ICLR 2024 Medical Neural Architecture Search: Survey and Taxonomy IJCAI 2024 Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts ACL 2024 MOTE-NAS: Multi-Objective Training-based Estimate for Efficient Neural Architecture Search NeurIPS 2024 Multimodal Graph Neural Architecture Search under Distribution Shifts AAAI 2024 Multi-Objective Neural Architecture Search by Learning Search Space Partitions JMLR 2024 Neural Architecture Retrieval ICLR 2024 Neural Architecture Search Finds Robust Models by Knowledge Distillation UAI 2024 Neural Fine-Tuning Search for Few-Shot Learning ICLR 2024 Parameter-Efficient Adapter Based on Pre-trained Models for Speech Translation Interspeech 2024 PerFedRLNAS: One-for-All Personalized Federated Neural Architecture Search AAAI 2024 Robustifying and Boosting Training-Free Neural Architecture Search ICLR 2024 Robust NAS under adversarial training: benchmark, theory, and beyond ICLR 2024 SasWOT: Real-Time Semantic Segmentation Architecture Search WithOut Training AAAI 2024 Search for Efficient Large Language Models NeurIPS 2024 Seesaw: Compensating for Nonlinear Reduction with Linear Computations for Private Inference ICML 2024 Shears: Unstructured Sparsity with Neural Low-rank Adapter Search NAACL 2024 SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model CVPR 2024 Speeding up NAS with Adaptive Subset Selection AutoML 2024 StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization ICML 2024