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neural architecture search

772 papers

NAS

Papers

CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework NeurIPS 2024 Core-Structures-Guided Multi-Modal Classification Neural Architecture Search IJCAI 2024 Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction NeurIPS 2024 Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts AAAI 2024 DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning AAAI 2024 DC-NAS: Divide-and-Conquer Neural Architecture Search for Multi-Modal Classification AAAI 2024 Depth-Aware Blind Image Decomposition for Real-World Adverse Weather Recovery ECCV 2024 DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models ICLR 2024 Efficient Hyperparameter Optimization with Adaptive Fidelity Identification CVPR 2024 Efficient Neural Architecture Design via Capturing Architecture-Performance Joint Distribution AISTATS 2024 EFTNAS: Searching for Efficient Language Models in First-Order Weight-Reordered Super-Networks COLING 2024 EG-NAS: Neural Architecture Search with Fast Evolutionary Exploration AAAI 2024 einspace: Searching for Neural Architectures from Fundamental Operations NeurIPS 2024 ETAS: Zero-Shot Transformer Architecture Search via Network Trainability and Expressivity ACL 2024 FLORA: Fine-Grained Low-Rank Architecture Search for Vision Transformer WACV 2024 FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer CVPR 2024 G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection AAAI 2024 Hardware Aware Evolutionary Neural Architecture Search Using Representation Similarity Metric WACV 2024 HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models NeurIPS 2024 Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion AAAI 2024 Hypergraph Neural Architecture Search AAAI 2024 Improving Transfer Learning by means of Ensemble Learning and Swarm Intelligence-based Neuroevolution AutoML 2024 Insights from the Use of Previously Unseen Neural Architecture Search Datasets CVPR 2024 IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance AAAI 2024 Learning To Compose SuperWeights for Neural Parameter Allocation Search WACV 2024