Donghwan Kim
13 papers · 2020–2026 · 9 venues · across top CS/AI venues
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Achievements
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(7)
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The Questioner
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Research topics
Machine Learning
(8)
Computer Vision
(4)
Deep Learning
(4)
Mathematics & Optimization
(4)
Analysis
(4)
Optimization
(4)
Optimization & Theory
(4)
Models
(3)
Artificial Intelligence
(2)
Core AI
(2)
Generation
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Processing
(2)
Computer Science
(1)
Keywords
minimax optimization
(4)
local minimax point
(2)
extragradient method
(2)
3d reconstruction
(2)
single image reconstruction
(2)
3d human reconstruction
(2)
gradient descent ascent
(2)
question generation
(1)
geometric prior
(1)
semi-supervised learning
(1)
hierarchical model
(1)
occlusion handling
(1)
neural representation
(1)
correlated noise
(1)
gradient descent
(1)
human pose estimation
(1)
convergence rate
(1)
diffusion model
(1)
variational autoencoder
(1)
probabilistic model
(1)
Papers
Cocoon: A System Architecture for Differentially Private Training with Correlated Noises
OSDI 2026
DeClotH: Decomposable 3D Cloth and Human Body Reconstruction from a Single Image
CVPR 2025
PARTE: Part-Guided Texturing for 3D Human Reconstruction from a Single Image
ICCV 2025
Dense Hand-Object(HO) GraspNet with Full Grasping Taxonomy and Dynamics
ECCV 2024
Double-Step Alternating Extragradient with Increasing Timescale Separation for Finding Local Minimax Points: Provable Improvements
ICML 2024
Multi-hypotheses Conditioned Point Cloud Diffusion for 3D Human Reconstruction from Occluded Images
NeurIPS 2024
Revisiting Inexact Fixed-Point Iterations for Min-Max Problems: Stochasticity and Structured Nonconvexity
ICML 2024
Stochastic Extragradient with Flip-Flop Shuffling & Anchoring: Provable Improvements
NeurIPS 2024
Two-timescale Extragradient for Finding Local Minimax Points
ICLR 2024
FourierHandFlow: Neural 4D Hand Representation Using Fourier Query Flow
NeurIPS 2023
Open Problem: Is There a First-Order Method that Only Converges to Local Minimax Optima?
COLT 2023
Fast Extra Gradient Methods for Smooth Structured Nonconvex-Nonconcave Minimax Problems
NeurIPS 2021
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs
ACL 2020