Sihyun Yu

According to our database, Sihyun Yu authored at least 12 papers between 2021 and 2024.

Collaborative distances:

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

2024

Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think.

Sihyun Yu, Sangkyung Kwak, Huiwon Jang, Jongheon Jeong, Jonathan Huang, Jinwoo Shin, Saining Xie

CoRR, 2024

Data-Efficient Molecular Generation with Hierarchical Textual Inversion.

Seojin Kim, Jaehyun Nam, Sihyun Yu, Younghoon Shin, Jinwoo Shin

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition.

Sihyun Yu, Weili Nie, De-An Huang, Boyi Li, Jinwoo Shin, Anima Anandkumar

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Efficient Meta-Learning via Error-based Context Pruning for Implicit Neural Representations.

Jihoon Tack, Subin Kim, Sihyun Yu, Jaeho Lee, Jinwoo Shin, Jonathan Richard Schwarz

CoRR, 2023

Learning Large-scale Neural Fields via Context Pruned Meta-Learning.

Jihoon Tack, Subin Kim, Sihyun Yu, Jaeho Lee, Jinwoo Shin, Jonathan Richard Schwarz

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

Video Probabilistic Diffusion Models in Projected Latent Space.

Sihyun Yu, Kihyuk Sohn, Subin Kim, Jinwoo Shin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Enhancing Multiple Reliability Measures via Nuisance-Extended Information Bottleneck.

Jongheon Jeong, Sihyun Yu, Hankook Lee, Jinwoo Shin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Scalable Neural Video Representations with Learnable Positional Features.

Subin Kim, Sihyun Yu, Jaeho Lee, Jinwoo Shin

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

Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks.

Sihyun Yu, Jihoon Tack, Sangwoo Mo, Hyunsu Kim, Junho Kim, Jung-Woo Ha, Jinwoo Shin

Proceedings of the Tenth International Conference on Learning Representations, 2022

Consistency Regularization for Adversarial Robustness.

Jihoon Tack, Sihyun Yu, Jongheon Jeong, Minseon Kim, Sung Ju Hwang, Jinwoo Shin

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Abstract Reasoning via Logic-guided Generation.

Sihyun Yu, Sangwoo Mo, Sungsoo Ahn, Jinwoo Shin

CoRR, 2021

RoMA: Robust Model Adaptation for Offline Model-based Optimization.

Sihyun Yu, Sungsoo Ahn, Le Song, Jinwoo Shin

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021