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Analyzing Learning-Dynamics Across Loss and Prediction Choices for Diffusion Models

Dongwoo Kim

POSTECH김동우, 옥정슬, 박상돈, 박은혁

Universal Image Immunization against Diffusion-based Image Editing via Semantic Injection

Chanhui Lee, Donggyu Choi, Seunghyun Shin, Hae-gon Jeon, Jeany Son

POSTECH곽수하, 조민수, 손진희

A Novel Structure-Preservation Loss for Diffusion-based Image Editing

Minsu Gong, Nuri Ryu, Jungseul Ok, Sunghyun Cho

POSTECH김동우, 옥정슬, 박상돈, 박은혁

Edge-Aware Image Manipulation via Diffusion Models with a Novel Structure-Preservation Loss

Minsu Gong*, Nuri Ryu*, Jungseul Ok, Sunghyun Cho

POSTECH이승용, 조성현, 백승환

Spherical RePaint: Label-Reusable Diffusion-Based Augmentation for Parcellation

Kangmin Kim, Jongmin Kim, Jiwon Son, Junho Choi, Ilwoo Lyu

POSTECH김원화, 류일우

Conditional Diffusion with Ordinal Regression: Longitudinal Data Generation for Neurodegenerative Disease Studies

Hyuna Cho, Ziquan Wei, Seungjoo Lee, Tingting Dan, Guorong Wu, Won Hwa Kim

POSTECH김원화, 류일우

Conditional Graph Diffusion with Topological Constraints for Brain Network Generation

Joonhyuk Park, Donghyun Lee, Guorong Wu, Won Hwa Kim

POSTECH김원화, 류일우

Spherical Diffusion Process for Score‑Guided Cortical Correspondence via Spectral Attention

Seungeun Lee, Sergey Pyatkovskiy, Jaejun Yoo, Ilwoo Lyu

POSTECH김원화, 류일우

Topology-aware Graph Diffusion Model with Persistent Homology

Joonhyuk Park, Donghyun Lee, Yujee Song, Guorong Wu, Won Hwa Kim

POSTECH김원화, 류일우

Addressing Attribute Leakage in Text Embeddings for Image Editing with Diffusion Models

Sunung Mun*, Jinhwan Nam*, Sunghyun Cho, Jungseul Ok

POSTECH김동우, 옥정슬, 박상돈, 박은혁

High-order Equivariant Flow Matching for Density Functional Theory Hamiltonian Prediction

Seongsu Kim, Nayoung Kim, Dongwoo Kim, Sungsoo Ahn

POSTECH김동우, 옥정슬, 박상돈, 박은혁

Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning

Saemi Moon*, Minjong Lee*, Sangdon Park, Dongwoo Kim

POSTECH김동우, 옥정슬, 박상돈, 박은혁

DC-VSR: Spatially and Temporally Consistent Video Super-Resolution with Video Diffusion Prior

Janghyeok Han*, Gyujin Sim*, Geonung Kim, Hyun-Seung Lee, Kyuha Choi, Youngseok Han, Sunghyun Cho

POSTECH이승용, 조성현, 백승환

FloVD: Optical Flow Meets Video Diffusion Model for Enhanced Camera-Controlled Video Synthesis

Wonjoon Jin, Qi Dai, Chong Luo, Seung-Hwan Baek, Sunghyun Cho

POSTECH이승용, 조성현, 백승환

VideoFrom3D: 3D Scene Video Generation via Complementary Image and Video Diffusion Models

Geonung Kim, Janghyeok Han, Sunghyun Cho

POSTECH이승용, 조성현, 백승환

Generic Event Boundary Detection via Denoising Diffusion

Jaejun Hwang, Dayoung Gong, Manjin Kim, Minsu Cho

POSTECH곽수하, 조민수, 손진희

Diffusion-based active learning for distributed client manifolds

Kwang In Kim

POSTECH김광인

Generating 3D Hair Strips from Partial Strands using Diffusion Model

Gyeongmin Lee, Wonjong Jang, Seungyong Lee

POSTECH이승용, 조성현, 백승환

HyFLM: A Hypernetwork-Based Federated Learning with Multidimensional Trajectory Optimization on Diffusion Paths

Ho-jun Song, Young-Joo Suh

POSTECH서영주

Conditional Diffusion Model using Ordinal Regression for Longitudinal Neurodegenerative Data Generation

Hyuna Cho, Ziquan Wei, Seungjoo Lee, Tingting Dan, Guorong Wu, Won Hwa Kim

POSTECH김원화, 류일우

Multi-Modal Graph Neural Network with Transformer-Guided Adaptive Diffusion for Preclinical Alzheimer Classification

Jaeyoon Sim, Minjae Lee, Guorong Wu, Won Hwa Kim

POSTECH김원화, 류일우

Neurodegenerative Brain Network Classification via Adaptive Diffusion with Temporal Regularization

Hyuna Cho, Jaeyoon Sim, Guorong Wu, Won Hwa Kim

POSTECH김원화, 류일우

Uncertainty-aware Diffusion-based Adversarial Attack for Realistic Colonoscopy Image Synthesis

Minjae Jeong, Hyuna Cho, Sungyoon Jung, Won Hwa Kim

POSTECH김원화, 류일우

ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation

Dayoung Gong, Suha Kwak, Minsu Cho

POSTECH곽수하, 조민수, 손진희

Distilling Diffusion Models into Conditional GANs

Minguk Kang, Richard Zhang, Connelly Barnes, Sylvain Paris, Suha Kwak, Jaesik Park, Eli Shechtman, Jun-Yan Zhu, Taesung Park

POSTECH곽수하, 조민수, 손진희

Diffusion Model Compression for Image-to-Image Translation

Geonung Kim, Beomsu Kim, Eunhyeok Park, Sunghyun Cho

POSTECH이승용, 조성현, 백승환

Multi-resolution Spectral Coherence for Graph Generation with Score-based Diffusion

Hyuna Cho, Minjae Jeong, Sooyeon Jeon, Sungsoo Ahn, Won Hwa Kim

POSTECH김원화, 류일우

Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals

Tingting Dan, Jiaqi Ding, Ziquan Wei, Shahar Z Kovalsky, Minjeong Kim, Won Hwa Kim, Guorong Wu

POSTECH김원화, 류일우

Diffusion Probabilistic Models for Structured Node Classification

Hyosoon Jang, Seonghyun Park, Sangwoo Mo, Sungsoo Ahn

POSTECH김동우, 옥정슬, 박상돈, 박은혁

Robust Evaluation of Diffusion-Based Adversarial Purification

Minjong Lee, Dongwoo Kim

POSTECH김동우, 옥정슬, 박상돈, 박은혁