neural architecture search

NN-Former: Rethinking Graph Structure in Neural Architecture Representation CVPR 2025 ParZC: Parametric Zero-Cost Proxies for Efficient NAS AAAI 2025 PerfSeer: An Efficient and Accurate Deep Learning Models Performance Predictor IJCAI 2025 Puzzle: Distillation-Based NAS for Inference-Optimized LLMs ICML 2025 Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective AAAI 2025 STAR: Synthesis of Tailored Architectures ICLR 2025 Subnet-Aware Dynamic Supernet Training for Neural Architecture Search CVPR 2025 Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights CVPR 2025 Transferable Relativistic Predictor: Mitigating Cross-Task Cold-Start Issue in NAS IJCAI 2025 Transparent Vision: A Theory of Hierarchical Invariant Representations ICCV 2025 TRNAS: A Training-Free Robust Neural Architecture Search ICCV 2025 W-PCA Based Gradient-Free Proxy for Efficient Search of Lightweight Language Models ICLR 2025 Zero-cost Proxy for Adversarial Robustness Evaluation ICLR 2025 A Benchmark Study on Calibration ICLR 2024 AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection NeurIPS 2024 Analyzing Few-Shot Neural Architecture Search in a Metric-Driven Framework AutoML 2024 A Neural Architecture Predictor based on GNN-Enhanced Transformer AISTATS 2024 ArchLock: Locking DNN Transferability at the Architecture Level with a Zero-Cost Binary Predictor ICLR 2024 Automated Multi-Task Learning for Joint Disease Prediction on Electronic Health Records NeurIPS 2024 Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery AAAI 2024 Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost ICLR 2024 AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search CVPR 2024 Boosting Order-Preserving and Transferability for Neural Architecture Search: a Joint Architecture Refined Search and Fine-tuning Approach CVPR 2024 Building Optimal Neural Architectures using Interpretable Knowledge CVPR 2024 CAP: A Context-Aware Neural Predictor for NAS IJCAI 2024