Jaehong Yoon
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Generative Adversarial Networks and Image Synthesis, Advanced Neural Network Applications, Natural Language Processing Techniques
Most-Cited Works
- → Lifelong Learning with Dynamically Expandable Networks(2017)181 cited
- Combined Group and Exclusive Sparsity for Deep Neural Networks(2017)
- → Online Coreset Selection for Rehearsal-based Continual Learning(2021)40 cited
- Federated Continual Learning with Weighted Inter-client Transfer(2021)
- → Multimodal Representation Learning by Alternating Unimodal Adaptation(2024)34 cited
- Federated Semi-Supervised Learning with Inter-Client Consistency.(2020)
- → Analyzing and Mitigating Object Hallucination in Large Vision-Language Models(2023)29 cited
- Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning(2020)
- → Scalable and Order-robust Continual Learning with Additive Parameter Decomposition(2019)19 cited