Yoo, Sungjoo

1. Deep Learning Inference in Facebook Data Centers: Characterization,\n Performance Optimizations and Hardware Implications
   2018/11/24 by Jongsoo Park, Maxim Naumov, Park, Jongsoo +55 · 1 voice · 6 citations
   Computer Science · Mathematics · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #cs.LG #stat.ML
2. Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications
   2015/11/20 by Kim, Yong-Deok, Park, Eunhyeok, Yoo, Sungjoo +3 · 6 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. NIPQ: Noise proxy-based Integrated Pseudo-Quantization
   2022/06/02 by Shin, Juncheol, So, Junhyuk, Park, Sein +3 · 8 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Value-aware Quantization for Training and Inference of Neural Networks
   2018/04/20 by Park, Eunhyeok, Yoo, Sungjoo, Vajda, Peter · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
5. PROFIT: A Novel Training Method for sub-4-bit MobileNet Models
   2020/08/11 by Park, Eunhyeok, Yoo, Sungjoo · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Performance (cs.PF)
6. Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing
   2021/04/30 by Kim, Hyunsu, Choi, Yunjey, Kim, Junho +2 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. MFOS: Model-Free & One-Shot Object Pose Estimation
   2023/10/03 by Jong‐Min Lee, Lee, JongMin, Yohann Cabon +7 · 3 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Robot Manipulation and Learning
8. Fine-grained Semantics-aware Representation Enhancement for\n Self-supervised Monocular Depth Estimation
   2021/08/19 by Hyunyoung Jung, Jung, Hyunyoung, Eunhyeok Park +3 · 2 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Optical measurement and interference techniques
9. Dense-SfM: Structure from Motion with Dense Consistent Matching
   2025/01/24 by Jongmin Lee, JongMin Lee, Lee, JongMin +2 · 1 voice · 2 citations
   Engineering · Computer Science · #Modular Robots and Swarm Intelligence #Robotics and Sensor-Based Localization #Advanced Image and Video Retrieval Techniques
10. On the Overlooked Significance of Underutilized Contextual Features in Recent News Recommendation Models
    2021/12/29 by Sungmin Cho, Cho, Sungmin, Hongjun Lim +7 · 1 citation
    Computer Science · #Recommender Systems and Techniques #Advanced Text Analysis Techniques #Text and Document Classification Technologies
11. AnyFlow: Arbitrary Scale Optical Flow with Implicit Neural Representation
    2023/03/29 by Jung, Hyunyoung, Hui, Zhuo, Luo, Lei +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
12. Retrospective: A Scalable Processing-in-Memory Accelerator for Parallel Graph Processing
    2023/06/27 by Junwhan Ahn, Ahn, Junwhan, Sungpack Hong +7 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Hardware Architecture (cs.AR) #Parallel #and Cluster Computing (cs.DC)
13. Geometry Transfer for Stylizing Radiance Fields
    2024/02/01 by Jung, Hyunyoung, Nam, Seonghyeon, Sarafianos, Nikolaos +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
14. Baking Relightable NeRF for Real-time Direct/Indirect Illumination Rendering
    2024/09/16 by Euntae Choi, Vincent Carpentier, Choi, Euntae +5 · 1 citation
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Advanced Vision and Imaging
15. Phys3DGS: Physically-based 3D Gaussian Splatting for Inverse Rendering
    2024/09/16 by Euntae Choi, Sungjoo Yoo, Choi, Euntae +1 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Processing and 3D Reconstruction