Neural Architecture Search for Low-level Vision
| Title | Venue | Year | Code |
|---|---|---|---|
| Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement | CVPR | 2021 | https://github.com/KarelZhang/RUAS |
| Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration | CVPR | 2020 | https://github.com/hkzhang91/HiNAS |
| Ultrafast Photorealistic Style Transfer via Neural Architecture Search | AAAI | 2020 | https://github.com/pkuanjie/StyleNAS |
| AutoGAN: Neural Architecture Search for Generative Adversarial Networks | ICCV | 2019 | https://github.com/VITA-Group/AutoGAN |
| NAS-DIP: Learning Deep Image Prior with Neural Architecture Search | ECCV | 2020 | https://github.com/YunChunChen/NAS-DIP-pytorch |
| AdversarialNAS: Adversarial Neural Architecture Search for GANs | CVPR | 2020 | https://github.com/chengaopro/AdversarialNAS |
| ISNAS-DIP: Image Specific Neural Architecture Search for Deep Image Prior | CVPR | 2022 | https://github.com/ozgurkara99/ISNAS-DIP |
| Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution | ECCV | 2022 | https://github.com/wuyushuwys/compiler-aware-nas-sr |
| Efficient Hardware-aware Neural Architecture Search for Image Super-resolution on Mobile Devices | ACCV | 2022 | https://github.com/xindongzhang/EHANAS |
| Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction | CMIG | 2020 | https://github.com/yjump/NAS-for-CSMRI |
| AutoEnhancer: Transformer on U-Net Architecture search for Underwater Image Enhancement | ACCV | 2022 | https://github.com/piggy2009/autoEnhancer |
| Searching a Compact Architecture for Robust Multi-Exposure Image Fusion | IEEE TCSVT | 2024 | https://github.com/LiuZhu-CV/CRMEF |
| ALMFnet: Learning to Search a Lightweight Generalized Network for Medical Image Fusion | IEEE TCSVT | 2023 | https://github.com/RollingPlain/ALMFnet |
| Unfolding the Alternating Optimization for Blind Super Resolution | NeurIPS | 2020 | https://github.com/greatlog/DAN |
| End-to-end Alternating Optimization for Real-World Blind Super Resolution | IJCV | 2023 | https://github.com/greatlog/RealDAN |