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Hoseong Cho

2 accepted papers

2024

SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection

CVPR 2024highlight

In the field of class incremental learning (CIL) generative replay has become increasingly prominent as a method to mitigate the catastrophic forgetting alongside the continuous improvements in generative models. However its application in class incremental object detection (CIOD) has been significa…

Cited by 28SourcePDFScholar
2023

Transformer-Based Unified Recognition of Two Hands Manipulating Objects

CVPR 2023poster

Understanding the hand-object interactions from an egocentric video has received a great attention recently. So far, most approaches are based on the convolutional neural network (CNN) features combined with the temporal encoding via the long short-term memory (LSTM) or graph convolution network (GC…