neural architecture search

PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search ICML 2023 ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-Cost Proxies AAAI 2023 QAS-Bench: Rethinking Quantum Architecture Search and A Benchmark ICML 2023 Rethink DARTS Search Space and Renovate a New Benchmark ICML 2023 Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition NeurIPS 2023 Rethinking Vision Transformers for MobileNet Size and Speed ICCV 2023 Revisiting Training-Free NAS Metrics: An Efficient Training-Based Method WACV 2023 RNAS-MER: A Refined Neural Architecture Search With Hybrid Spatiotemporal Operations for Micro-Expression Recognition WACV 2023 ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation ICCV 2023 Searching Efficient Neural Architecture With Multi-Resolution Fusion Transformer for Appearance-Based Gaze Estimation WACV 2023 Searching for Robust Binary Neural Networks via Bimodal Parameter Perturbation WACV 2023 ShiftNAS: Improving One-shot NAS via Probability Shift ICCV 2023 Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search ICML 2023 SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference ICCV 2023 SVD-NAS: Coupling Low-Rank Approximation and Neural Architecture Search WACV 2023 The Dark Side of AutoML: Towards Architectural Backdoor Search ICLR 2023 Toward Edge-Efficient Dense Predictions With Synergistic Multi-Task Neural Architecture Search WACV 2023 Towards Real-Time Segmentation on the Edge AAAI 2023 Training-free Neural Architecture Search for RNNs and Transformers ACL 2023 Transfer NAS with Meta-learned Bayesian Surrogates ICLR 2023 TripLe: Revisiting Pretrained Model Reuse and Progressive Learning for Efficient Vision Transformer Scaling and Searching ICCV 2023 UGC: Unified GAN Compression for Efficient Image-to-Image Translation ICCV 2023 Unleashing the Power of Gradient Signal-to-Noise Ratio for Zero-Shot NAS ICCV 2023 Zero-Cost Operation Scoring in Differentiable Architecture Search AAAI 2023 ZiCo: Zero-shot NAS via inverse Coefficient of Variation on Gradients ICLR 2023