Kyungjune Baek

According to our database, Kyungjune Baek authored at least 15 papers between 2018 and 2026.

Collaborative distances:

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

2026

Toward stable world models: Measuring and addressing world instability in generative environments.

Soonwoo Kwon, Jin-Young Kim, Hyojun Go, Kyungjune Baek

Pattern Recognit., 2026

Probing intrinsic bias: Internal attention feature analysis for social bias evaluation in diffusion models.

Hyeongmin Lee, Kyungjune Baek

Neurocomputing, 2026

MomentMix Augmentation with Length-Aware DETR for Temporally Robust Moment Retrieval.

Seojeong Park, Jiho Choi, Kyungjune Baek, Hyunjung Shim

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

Rethinking Direct Preference Optimization in Diffusion Models.

Junyong Kang, Seohyun Lim, Kyungjune Baek, Hyunjung Shim

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Multi-dimensional Preference Alignment by Conditioning Reward Itself.

Jiho Jang, Jinyoung Kim, Kyungjune Baek, Nojun Kwak

CoRR, December, 2025

Temporal Smoothness-Aware Rate-Distortion Optimized 4D Gaussian Splatting.

Hyeongmin Lee, Kyungjune Baek

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Length-Aware DETR for Robust Moment Retrieval.

Seojeong Park, Jiho Choi, Kyungjune Baek, Hyunjung Shim

CoRR, 2024

TWLV-I: Analysis and Insights from Holistic Evaluation on Video Foundation Models.

Hyeongmin Lee, Jin-Young Kim, Kyungjune Baek, Jihwan Kim, Hyojun Go, Seongsu Ha, Seokjin Han, Jiho Jang, Raehyuk Jung, Daewoo Kim, GeunOh Kim, JongMok Kim, Jongseok Kim, Junwan Kim, Soonwoo Kwon, Jangwon Lee, Seungjoon Park, Minjoon Seo, Jay Suh, Jaehyuk Yi, Aiden Seung Joon Lee

CoRR, 2024

2022

Logit Mixing Training for More Reliable and Accurate Prediction.

Duhyeon Bang, Kyungjune Baek, Jiwoo Kim, Yunho Jeon, Jin-Hwa Kim, Jiwon Kim, Jongwuk Lee, Hyunjung Shim

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Learning from Better Supervision: Self-distillation for Learning with Noisy Labels.

Kyungjune Baek, Seungho Lee, Hyunjung Shim

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic Data.

Kyungjune Baek, Hyunjung Shim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

GridMix: Strong regularization through local context mapping.

Kyungjune Baek, Duhyeon Bang, Hyunjung Shim

Pattern Recognit., 2021

Rethinking the Truly Unsupervised Image-to-Image Translation.

Kyungjune Baek, Yunjey Choi, Youngjung Uh, Jaejun Yoo, Hyunjung Shim

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

PsyNet: Self-Supervised Approach to Object Localization Using Point Symmetric Transformation.

Kyungjune Baek, Minhyun Lee, Hyunjung Shim

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2018

Editable Generative Adversarial Networks: Generating and Editing Faces Simultaneously.

Kyungjune Baek, Duhyeon Bang, Hyunjung Shim

Proceedings of the Computer Vision - ACCV 2018, 2018