Sungik Choi

According to our database, Sungik Choi authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Early Decisions Matter: Proximity Bias and Initial Trajectory Shaping in Non-Autoregressive Diffusion Language Models.

Jiyeon Kim, Sungik Choi, Yongrae Jo, Moontae Lee, Minjoon Seo

CoRR, April, 2026

2025

Training-free Detection of AI-generated images via Cropping Robustness.

Sungik Choi, Hankook Lee, Moontae Lee

CoRR, November, 2025

Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection.

Suhee Yoon, Sanghyu Yoon, Ye Seul Sim, Sungik Choi, Kyungeun Lee, Hye-Seung Cho, Hankook Lee, Woohyung Lim

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

HFI: A unified framework for training-free detection and implicit watermarking of latent diffusion model generated images.

Sungik Choi, Sungwoo Park, Jaehoon Lee, Seunghyun Kim, Stanley Jungkyu Choi, Moontae Lee

CoRR, 2024

Partial-Multivariate Model for Forecasting.

Jaehoon Lee, Hankook Lee, Sungik Choi, Sungjun Cho, Moontae Lee

CoRR, 2024

Learning Equi-Angular Representations for Online Continual Learning.

Minhyuk Seo, Hyunseo Koh, Wonje Jeung, Minjae Lee, San Kim, Hankook Lee, Sungjun Cho, Sungik Choi, Hyunwoo Kim, Jonghyun Choi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Observation-Guided Diffusion Probabilistic Models.

Junoh Kang, Jinyoung Choi, Sungik Choi, Bohyung Han

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Projection Regret: Reducing Background Bias for Novelty Detection via Diffusion Models.

Sungik Choi, Hankook Lee, Honglak Lee, Moontae Lee

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment.

Dong Hoon Lee, Sungik Choi, Hyunwoo J. Kim, Sae-Young Chung

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching.

Byoungjip Kim, Sungik Choi, Dasol Hwang, Moontae Lee, Honglak Lee

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022