6 citations · 6 across the 2 of their papers we have counts for
3 papers
cs.CV2026
Unified Backbone Refinement for Diffusion Models via Internal-Latent Analysis
Haksoo Lim, Myeongjin Lee, Wonjoon Chang +1
Diffusion models have achieved remarkable success across diverse domains, with performance closely related to the denoising backbones that parameterize the score function. In this…
cs.CV2023
Understanding Distributed Representations of Concepts in Deep Neural Networks without Supervision
Wonjoon Chang, Dahee Kwon, Jaesik Choi
Understanding intermediate representations of the concepts learned by deep learning classifiers is indispensable for interpreting general model behaviors. Existing approaches to re…
cs.LG2023★ 6 cited
SigFormer: Signature Transformers for Deep Hedging
Anh Tong, Thanh Nguyen-Tang, Dongeun Lee +2
Deep hedging is a promising direction in quantitative finance, incorporating models and techniques from deep learning research. While giving excellent hedging strategies, models in…