Donggyu Joo
Korea Advanced Institute of Science and Technology(KR)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Advanced Vision and Imaging, Generative Adversarial Networks and Image Synthesis, Advanced Image Processing Techniques
Most-Cited Works
- → A Gift from Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning(2017)1,630 cited
- → Global-Local Path Networks for Monocular Depth Estimation with Vertical CutDepth(2022)78 cited
- → TiVGAN: Text to Image to Video Generation With Step-by-Step Evolutionary Generator(2020)70 cited
- → Continual Learning With Extended Kronecker-Factored Approximate Curvature(2020)53 cited
- → The effects of data preprocessing in the determination of coagulant dosing rate(2000)50 cited
- → Generating a Fusion Image: One's Identity and Another's Shape(2018)44 cited
- → Linearly Replaceable Filters for Deep Network Channel Pruning(2021)31 cited
- → Residual Continual Learning(2020)19 cited
- → Linear Combination Approximation of Feature for Channel Pruning(2022)9 cited
- → Which Metrics for Network Pruning: Final Accuracy? Or Accuracy Drop?(2022)4 cited