architecture optimization

STrans: Spontaneous Architecture Evolution for Adaptive Time Series Forecasting AAAI 2026 Understanding and Enhancing Differentiable Architecture Search from Information Bottleneck Perspective AAAI 2026 DANCE: Resource-Efficient Neural Architecture Search with Data-Aware and Continuous Adaptation IJCAI 2025 LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding EMNLP 2025 RZ-NAS: Enhancing LLM-guided Neural Architecture Search via Reflective Zero-Cost Strategy ICML 2025 Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights CVPR 2025 AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search CVPR 2024 EG-NAS: Neural Architecture Search with Fast Evolutionary Exploration AAAI 2024 ETAS: Zero-Shot Transformer Architecture Search via Network Trainability and Expressivity ACL 2024 AutoNF: Automated Architecture Optimization of Normalizing Flows with Unconstrained Continuous Relaxation Admitting Optimal Discrete Solution AAAI 2023 Differentiable Architecture Search With Random Features CVPR 2023 GeNAS: Neural Architecture Search with Better Generalization IJCAI 2023 Improving Differentiable Neural Architecture Search by Encouraging Transferability ICLR 2023 Learned Adapters Are Better Than Manually Designed Adapters ACL 2023 PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search ICML 2023 YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors CVPR 2023 Zero-Cost Operation Scoring in Differentiable Architecture Search AAAI 2023 BLOX: Macro Neural Architecture Search Benchmark and Algorithms NeurIPS 2022 NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks NeurIPS 2022 NAS-VAD: Neural Architecture Search for Voice Activity Detection Interspeech 2022 NASViT: Neural Architecture Search for Efficient Vision Transformers with Gradient Conflict aware Supernet Training ICLR 2022 Performance-Aware Mutual Knowledge Distillation for Improving Neural Architecture Search CVPR 2022 Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search CVPR 2022 Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract) AAAI 2022 Accelerating Neural Architecture Search via Proxy Data IJCAI 2021