Jihoon Tack

According to our database, Jihoon Tack authored at least 14 papers between 2020 and 2024.

Collaborative distances:

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

2024

Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts.

Shengzhuang Chen, Jihoon Tack, Yunqiao Yang, Yee Whye Teh, Jonathan Richard Schwarz, Ying Wei

CoRR, 2024

Online Adaptation of Language Models with a Memory of Amortized Contexts.

Jihoon Tack, Jaehyung Kim, Eric Mitchell, Jinwoo Shin, Yee Whye Teh, Jonathan Richard Schwarz

CoRR, 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

Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder.

Huiwon Jang, Jihoon Tack, Daewon Choi, Jongheon Jeong, Jinwoo Shin

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

Modality-Agnostic Variational Compression of Implicit Neural Representations.

Jonathan Richard Schwarz, Jihoon Tack, Yee Whye Teh, Jaeho Lee, Jinwoo Shin

Proceedings of the International Conference on Machine Learning, 2023

STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables.

Jaehyun Nam, Jihoon Tack, Kyungmin Lee, Hankook Lee, Jinwoo Shin

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Meta-Learning with Self-Improving Momentum Target.

Jihoon Tack, Jongjin Park, Hankook Lee, 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

K-centered Patch Sampling for Efficient Video Recognition.

Seong Hyeon Park, Jihoon Tack, Byeongho Heo, Jung-Woo Ha, Jinwoo Shin

Proceedings of the Computer Vision - ECCV 2022, 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

Meta-Learning Sparse Implicit Neural Representations.

Jaeho Lee, Jihoon Tack, Namhoon Lee, Jinwoo Shin

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

2020

CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances.

Jihoon Tack, Sangwoo Mo, Jongheon Jeong, Jinwoo Shin

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Adversarial Self-Supervised Contrastive Learning.

Minseon Kim, Jihoon Tack, Sung Ju Hwang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020