Seungtae Nam
10 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (15) π€ Dynamic Duo (10)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Computer Vision
(7)
Deep Learning
(6)
Analysis
(6)
Generation
(5)
Machine Learning
(3)
Architectures
(3)
Optimization & Theory Β· Machine Learning
(2)
Techniques
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory Β· Deep Learning
(1)
Processing
(1)
Keywords
3d reconstruction
(6)
novel view synthesis
(5)
3d gaussian splatting
(4)
neural radiance field
(2)
multi-view reconstruction
(2)
image reconstruction
(1)
wavelet transform
(1)
gaussian splatting
(1)
neural rendering
(1)
neural network optimization
(1)
automatic differentiation
(1)
iterative refinement
(1)
physics-informed neural network
(1)
partial differential equation
(1)
open-vocabulary segmentation
(1)
parameter efficiency
(1)
multi-view image
(1)
neural field
(1)
3d scene reconstruction
(1)
feature normalization
(1)
Papers
iLRM: An Iterative Large 3D Reconstruction Model
CVPR 2026
Multi-view Pyramid Transformer: Look Coarser to See Broader
CVPR 2026
Uni3R: Unified 3D Reconstruction and Semantic Understanding via Generalizable Gaussian Splatting from Unposed Multi-View Images
CVPR 2026
Generative Densification: Learning to Densify Gaussians for High-Fidelity Generalizable 3D Reconstruction
CVPR 2025
SelfSplat: Pose-Free and 3D Prior-Free Generalizable 3D Gaussian Splatting
CVPR 2025
Coordinate-Aware Modulation for Neural Fields
ICLR 2024
Masked Wavelet Representation for Compact Neural Radiance Fields
CVPR 2023
Mip-Grid: Anti-aliased Grid Representations for Neural Radiance Fields
NeurIPS 2023
Separable Physics-Informed Neural Networks
NeurIPS 2023
Streamable Neural Fields
ECCV 2022