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differentiable search

29 papers

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Co-occurring keywords

neural architecture search (666) model compression (3302) architecture optimization (64) differentiable architecture search (44) network architecture (142) graph neural network (3962) differentiable neural architecture search (5) architecture search (39) topology search (4) resource constraint (35)

Papers

Hypergraph Neural Architecture Search AAAI 2024
AutoNF: Automated Architecture Optimization of Normalizing Flows with Unconstrained Continuous Relaxation Admitting Optimal Discrete Solution AAAI 2023
Operation-Level Early Stopping for Robustifying Differentiable NAS NIPS 2023
QuantumDARTS: Differentiable Quantum Architecture Search for Variational Quantum Algorithms ICML 2023
Approximate Neural Architecture Search via Operation Distribution Learning WACV 2022
AutoCoG: A Unified Data-Model Co-Search Framework for Graph Neural Networks AUTOML 2022
A Novel Differentiable Mixed-Precision Quantization Search Framework for Alleviating the Matthew Effect and Improving Robustness ACML 2022
Understanding the wiring evolution in differentiable neural architecture search AISTATS 2021
Partially-Connected Differentiable Architecture Search for Deepfake and Spoofing Detection INTERSPEECH 2021
Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators ICML 2021
HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search ICML 2021
Direct Differentiable Augmentation Search ICCV 2021
Learning Latent Architectural Distribution in Differentiable Neural Architecture Search via Variational Information Maximization ICCV 2021
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation CVPR 2021
Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search CVPR 2021
AutoGEL: An Automated Graph Neural Network with Explicit Link Information NIPS 2021
DSRNA: Differentiable Search of Robust Neural Architectures CVPR 2021
Neural Architecture Search of SPD Manifold Networks IJCAI 2021
DDSAS: Dynamic and Differentiable Space-Architecture Search ACML 2021
CP-NAS: Child-Parent Neural Architecture Search for 1-bit CNNs IJCAI 2020
AdversarialNAS: Adversarial Neural Architecture Search for GANs CVPR 2020
Adaptive Interaction Modeling via Graph Operations Search CVPR 2020
ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding NIPS 2020
CLEARER: Multi-Scale Neural Architecture Search for Image Restoration NIPS 2020
Binarized Neural Architecture Search AAAI 2020