Byeongho Heo
Naver (South Korea)(KR)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Advanced Image and Video Retrieval Techniques, Multimodal Machine Learning Applications, Adversarial Robustness in Machine Learning
Most-Cited Works
- → A Comprehensive Overhaul of Feature Distillation(2019)618 cited
- → Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons(2019)495 cited
- → The Majority Can Help the Minority: Context-rich Minority Oversampling for Long-tailed Classification(2022)195 cited
- → Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching(2021)137 cited
- → Knowledge Distillation with Adversarial Samples Supporting Decision Boundary(2019)130 cited
- → Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels(2021)97 cited
- → Joint Global and Local Hierarchical Priors for Learned Image Compression(2022)97 cited
- → AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights(2020)81 cited
- → Rethinking Channel Dimensions for Efficient Model Design(2021)79 cited
- → Rethinking Spatial Dimensions of Vision Transformers(2021)67 cited