Sungjoo Yoo
16 papers · 2017–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (28) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Pioneer
ποΈ
Keyword Collector
(67)
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Century Club Β· Bronze
π₯
Unstoppable Β· Silver
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Conference Pioneer
Top co-authors
Research topics
Computer Vision
(8)
Machine Learning
(8)
Artificial Intelligence
(6)
Deep Learning
(6)
Analysis
(6)
Core AI
(6)
Application Areas
(5)
Processing
(4)
Learning Types
(3)
Optimization & Theory Β· Machine Learning
(3)
Architectures
(2)
Generation
(2)
Models
(2)
Optimization & Theory Β· Deep Learning
(2)
Computer Science
(1)
Keywords
model compression
(3)
multi-view matching
(2)
weight quantization
(2)
generative adversarial network
(2)
3d reconstruction
(2)
quantization-aware training
(2)
neural network
(2)
activation quantization
(2)
structure from motion
(1)
self-supervised learning
(1)
post-training quantization
(1)
depth estimation
(1)
one-shot learning
(1)
image editing
(1)
dense matching
(1)
computer vision
(1)
model quantization
(1)
feature tracking
(1)
gradient descent
(1)
image-to-image translation
(1)
Papers
MV-RoMa: From Pairwise Matching into Multi-View Track Reconstruction
CVPR 2026
Dense-SfM: Structure from Motion with Dense Consistent Matching
CVPR 2025
Grouped Sequency-arranged Rotation: Optimizing Rotation Transformation for Quantization for Free
ACL 2025
Rotate, Clip, and Partition: Towards W2A4KV4 Quantization by Integrating Rotation and Learnable Non-uniform Quantizer
EMNLP 2025
Geometry Transfer for Stylizing Radiance Fields
CVPR 2024
MetaMix: Meta-State Precision Searcher for Mixed-Precision Activation Quantization
AAAI 2024
MFOS: Model-Free & One-Shot Object Pose Estimation
AAAI 2024
AnyFlow: Arbitrary Scale Optical Flow With Implicit Neural Representation
CVPR 2023
NIPQ: Noise Proxy-Based Integrated Pseudo-Quantization
CVPR 2023
BASQ: Branch-Wise Activation-Clipping Search Quantization for Sub-4-Bit Neural Networks
ECCV 2022
Exploiting Spatial Dimensions of Latent in GAN for Real-Time Image Editing
CVPR 2021
Fine-Grained Semantics-Aware Representation Enhancement for Self-Supervised Monocular Depth Estimation
ICCV 2021
PROFIT: A Novel Training Method for sub-4-bit MobileNet Models
ECCV 2020
Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss
ICCV 2019
Value-aware Quantization for Training and Inference of Neural Networks
ECCV 2018
Weighted-Entropy-Based Quantization for Deep Neural Networks
CVPR 2017