Juhan Bae

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 24

Top Topics

Video Classification

Linear Interpolation

Natural Gradient

Top Venues

Publications

Wu Lin, Felix Dangel, Runa Eschenhagen, Juhan Bae, Richard E. Turner, Alireza Makhzani
Can We Remove the Square-Root in Adaptive Gradient Methods? A Second-Order Perspective. CoRR (2024)
Sang Keun Choe, Hwijeen Ahn, Juhan Bae, Kewen Zhao, Minsoo Kang, Youngseog Chung, Adithya Pratapa, Willie Neiswanger, Emma Strubell, Teruko Mitamura, Jeff G. Schneider, Eduard H. Hovy, Roger B. Grosse, Eric P. Xing
What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions. CoRR (2024)
Juhan Bae, Wu Lin, Jonathan Lorraine, Roger Grosse
Training Data Attribution via Approximate Unrolled Differentiation. CoRR (2024)
Nikita Dhawan, Sicong Huang, Juhan Bae, Roger B. Grosse
Efficient Parametric Approximations of Neural Network Function Space Distance. CoRR (2023)
Michael R. Zhang, Nishkrit Desai, Juhan Bae, Jonathan Lorraine, Jimmy Ba
Using Large Language Models for Hyperparameter Optimization. CoRR (2023)
Nikita Dhawan, Sicong Huang, Juhan Bae, Roger Baker Grosse
Efficient Parametric Approximations of Neural Network Function Space Distance. ICML (2023)
George E. Dahl, Frank Schneider, Zachary Nado, Naman Agarwal, Chandramouli Shama Sastry, Philipp Hennig, Sourabh Medapati, Runa Eschenhagen, Priya Kasimbeg, Daniel Suo, Juhan Bae, Justin Gilmer, Abel L. Peirson, Bilal Khan, Rohan Anil, Mike Rabbat, Shankar Krishnan, Daniel Snider, Ehsan Amid, Kongtao Chen, Chris J. Maddison, Rakshith Vasudev, Michal Badura, Ankush Garg, Peter Mattson
Benchmarking Neural Network Training Algorithms. CoRR (2023)
Roger B. Grosse, Juhan Bae, Cem Anil, Nelson Elhage, Alex Tamkin, Amirhossein Tajdini, Benoit Steiner, Dustin Li, Esin Durmus, Ethan Perez, Evan Hubinger, Kamile Lukosiute, Karina Nguyen, Nicholas Joseph, Sam McCandlish, Jared Kaplan, Samuel R. Bowman
Studying Large Language Model Generalization with Influence Functions. CoRR (2023)
Juhan Bae, Michael R. Zhang, Michael Ruan, Eric Wang, So Hasegawa, Jimmy Ba, Roger Baker Grosse
Multi-Rate VAE: Train Once, Get the Full Rate-Distortion Curve. ICLR (2023)
Juhan Bae, Nathan Ng, Alston Lo, Marzyeh Ghassemi, Roger B. Grosse
If Influence Functions are the Answer, Then What is the Question? NeurIPS (2022)
Juhan Bae, Paul Vicol, Jeff Z. HaoChen, Roger B. Grosse
Amortized Proximal Optimization. NeurIPS (2022)
Juhan Bae, Paul Vicol, Jeff Z. HaoChen, Roger B. Grosse
Amortized Proximal Optimization. CoRR (2022)
Juhan Bae, Nathan Ng, Alston Lo, Marzyeh Ghassemi, Roger B. Grosse
If Influence Functions are the Answer, Then What is the Question? CoRR (2022)
Juhan Bae, Michael R. Zhang, Michael Ruan, Eric Wang, So Hasegawa, Jimmy Ba, Roger B. Grosse
Multi-Rate VAE: Train Once, Get the Full Rate-Distortion Curve. CoRR (2022)
James Lucas, Juhan Bae, Michael R. Zhang, Stanislav Fort, Richard S. Zemel, Roger B. Grosse
Analyzing Monotonic Linear Interpolation in Neural Network Loss Landscapes. CoRR (2021)
James Lucas, Juhan Bae, Michael R. Zhang, Stanislav Fort, Richard S. Zemel, Roger B. Grosse
On Monotonic Linear Interpolation of Neural Network Parameters. ICML (2021)
Juhan Bae, Roger B. Grosse
Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response Jacobians. NeurIPS (2020)
Juhan Bae, Roger B. Grosse
Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response Jacobians. CoRR (2020)
Bowen Chen, Juhan Bae, Dibyendu Mukherjee
Fast 6DOF Pose Estimation with Synthetic Textureless CAD Model for Mobile Applications. ICIP (2019)
Juhan Bae, Jeongyeon Lim, So-Ki Jung
Study on HDR/WCG Service Model for UHD Service. APSIPA (2018)
Juhan Bae, Guodong Zhang, Roger B. Grosse
Eigenvalue Corrected Noisy Natural Gradient. CoRR (2018)
Sebastian Kmiec, Juhan Bae, Ruijian An
Learnable Pooling Methods for Video Classification. ECCV Workshops (4) (2018)
Sebastian Kmiec, Juhan Bae, Ruijian An
Learnable Pooling Methods for Video Classification. CoRR (2018)
Euntae Hong, Juhan Bae, Jongwoo Lim
Robust visual tracking through deep learning-based confidence evaluation. URAI (2015)
Juhan Bae, Youngbae Hwang, Jongwoo Lim
Semi-online video stabilization using probabilistic keyframe update and inter-keyframe motion smoothing. ICIP (2014)
Juhan Bae, Youngbae Hwang, Byeongho Choi
Background subtraction using edge cues and color difference for stabilized CMOS images. ICCE (2013)