Juhan Bae
11 papers · 2020–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (26) 🌍 Conference Polyglot · Bronze 🏆 Keyword Champion (4) 🗃️ Keyword Collector (54)
🔥
Unstoppable · Bronze
❓
The Questioner
(2)
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(10)
Optimization & Theory · Machine Learning
(9)
Deep Learning
(8)
Architectures
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Application Areas
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Techniques
(2)
Optimization & Theory · Deep Learning
(1)
Keywords
influence function
(4)
model interpretation
(3)
neural network
(3)
continual learning
(1)
model behavior
(1)
data valuation
(1)
hyperparameter optimization
(1)
neural network optimization
(1)
loss landscape
(1)
gradient-based method
(1)
differential geometry
(1)
bilevel optimization
(1)
learning rate
(1)
diffusion model
(1)
adaptive optimization
(1)
latent representation
(1)
variational autoencoder
(1)
weight decay
(1)
training data attribution
(1)
deep learning
(1)
Papers
Accelerating neural network training: An analysis of the AlgoPerf competition
ICLR 2025
Influence Functions for Scalable Data Attribution in Diffusion Models
ICLR 2025
Procedural Knowledge in Pretraining Drives Reasoning in Large Language Models
ICLR 2025
Can We Remove the Square-Root in Adaptive Gradient Methods? A Second-Order Perspective
ICML 2024
Training Data Attribution via Approximate Unrolling
NeurIPS 2024
Efficient Parametric Approximations of Neural Network Function Space Distance
ICML 2023
Multi-Rate VAE: Train Once, Get the Full Rate-Distortion Curve
ICLR 2023
Amortized Proximal Optimization
NeurIPS 2022
If Influence Functions are the Answer, Then What is the Question?
NeurIPS 2022
On Monotonic Linear Interpolation of Neural Network Parameters
ICML 2021
Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response Jacobians
NeurIPS 2020