Difference between revisions of "Jisoo Jeong"
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| style="width: 200px;" |[[file:jeongjisoo.JPG | 200px]] | | style="width: 200px;" |[[file:jeongjisoo.JPG | 200px]] | ||
| <font size = 5> '''[[Jisoo Jeong]] (정지수)'''</font><br><br> | | <font size = 5> '''[[Jisoo Jeong]] (정지수)'''</font><br><br> | ||
− | : 서울대학교 융합과학부 석박사통합과정 ( | + | : 서울대학교 융합과학부 석박사통합과정 (2021.08) <br> |
: 아주대학교 전자공학과 졸업 (2015.08) | : 아주대학교 전자공학과 졸업 (2015.08) | ||
<br> | <br> | ||
Line 19: | Line 19: | ||
<ul> | <ul> | ||
<li> | <li> | ||
− | + | Ph.D. in Graduate School of Convergence Science and Technology, Seoul National University, Korea: | |
− | + | :Aug. 2021 | |
− | + | ||
</li> | </li> | ||
<li> | <li> | ||
− | Aug. 2015 | + | B.S. in Electrical and Computer Engineering, Ajou University, Korea: |
+ | :Aug. 2015 | ||
+ | </li> | ||
+ | </ul> | ||
− | : | + | == '''Work Experiences''' == |
+ | <ul> | ||
+ | <li> | ||
+ | Senior Engineer, Qualcomm AI Research (San Diego): | ||
+ | :Oct. 2021 - Current | ||
+ | </li> | ||
+ | <li> | ||
+ | Research Intern, Qualcomm AI Research (San Diego (Virtual)): | ||
+ | :Jun. 2020 - Sep. 2020 | ||
</li> | </li> | ||
</ul> | </ul> | ||
− | == '''Publications''' == | + | == '''Selected Publications''' == |
− | |||
− | |||
− | |||
<ul> | <ul> | ||
− | :'''Interpolation | + | :'''OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation''' <br> |
− | :'''Jisoo Jeong''', | + | :'''Jisoo Jeong''', Hong Cai, Risheek Garrepalli, Jamie Menjay Lin, Munawar Hayat and Fatih Porikli <br> |
− | :CVPR | + | :'''CVPR 2024''' |
</ul> | </ul> | ||
<br> | <br> | ||
<ul> | <ul> | ||
− | :''' | + | :'''DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling''' <br> |
− | :'''Jisoo Jeong''' | + | :'''Jisoo Jeong''', Hong Cai, Risheek Garrepalli and Fatih Porikli <br> |
− | : | + | :'''CVPR 2023''' |
</ul> | </ul> | ||
<br> | <br> | ||
<ul> | <ul> | ||
− | :''' | + | :'''Imposing Consistency for Optical Flow Estimation''' <br> |
− | : | + | :'''Jisoo Jeong''', Jamie Menjay Lin, Fatih Porikli and Nojun Kwak <br> |
− | : | + | :'''CVPR 2022''' |
</ul> | </ul> | ||
<br> | <br> | ||
<ul> | <ul> | ||
− | :''' | + | :'''Interpolation-based Semi-supervised Learning for Object detection''' <br> |
− | :'''Jisoo Jeong''' | + | :'''Jisoo Jeong''', Vikas Verma, Minsung Hyun, Juho Kannala and Nojun Kwak <br> |
− | : | + | :'''CVPR 2021''' |
</ul> | </ul> | ||
<br> | <br> | ||
<ul> | <ul> | ||
− | :''' | + | :'''Tell Me What They're Holding: Weakly-Supervised Object Detection with Transferable Knowledge from Human-object Interaction''' <br> |
− | : | + | :Daesic Kim*, Gyujeong Lee*, '''Jisoo Jeong'''* and Nojun Kwak <br> |
− | : | + | :'''AAAI 2020''' |
</ul> | </ul> | ||
<br> | <br> | ||
<ul> | <ul> | ||
− | :''' | + | :'''Consistency-based Semi-supervised Learning for Object detection''' <br> |
− | : | + | :'''Jisoo Jeong'''*, Seungeui Lee*, Jeesoo Kim and Nojun Kwak <br> |
− | : | + | :'''NeurIPS 2019''' |
</ul> | </ul> | ||
Line 80: | Line 87: | ||
:'''Enhancement of SSD by concatenating feature maps for object detection''' <br> | :'''Enhancement of SSD by concatenating feature maps for object detection''' <br> | ||
:'''Jisoo Jeong''', Hyojin Park and Nojun Kwak <br> | :'''Jisoo Jeong''', Hyojin Park and Nojun Kwak <br> | ||
− | :BMVC 2017 | + | :'''BMVC 2017''' |
</ul> | </ul> | ||
− | + | == '''Reviewer''' == | |
− | + | ||
− | + | ||
<ul> | <ul> | ||
− | + | <li> | |
− | + | IEEE TPAMI, IEEE Transactions on Multimedia | |
− | + | </li> | |
+ | <li> | ||
+ | CVPR, ICCV, ECCV, NeurIPS, AAAI | ||
+ | </li> | ||
</ul> | </ul> | ||
− | + | == '''Computer Skills''' == | |
− | + | ||
− | + | ||
<ul> | <ul> | ||
− | + | <li> | |
− | + | Python, Pytorch, TensorFlow, C/C++, Caffe, Matlab | |
− | + | </li> | |
</ul> | </ul> | ||
+ | |||
+ | == '''Publications''' == | ||
+ | |||
+ | <ol> | ||
+ | <li> | ||
+ | '''Jisoo Jeong''', Hong Cai, Risheek Garrepalli, Jamie Menjay Lin, Munawar Hayat and Fatih Porikli, "OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation", IEEE/CVF Conf. on Computer Vision and Pattern Recognition 2024 (CVPR 2024), June. 2024. | ||
+ | </li> | ||
+ | <li> | ||
+ | Jamie Menjay Lin, '''Jisoo Jeong''', Hong Cai, Risheek Garrepalli, Kai Wang and Fatih Porikli, "SciFlow: Empowering Lightweight Optical Flow Models with Self-Cleaning Iterations", CVPR 2024 Workshop, June. 2024. | ||
+ | </li> | ||
+ | <li> | ||
+ | '''Jisoo Jeong''', Hong Cai, Risheek Garrepalli and Fatih Porikli, "DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling", IEEE/CVF Conf. on Computer Vision and Pattern Recognition 2023 (CVPR 2023), June. 2023. | ||
+ | </li> | ||
+ | <li> | ||
+ | Risheek Garrepalli, '''Jisoo Jeong''', Rajeswaran C Ravindran, Jamie Lin and Fatih Porikli | ||
+ | , "DIFT: Dynamic Iterative Field Transforms for Memory Efficient Optical Flow", CVPR 2023 Workshop, June. 2023. | ||
+ | </li> | ||
+ | <li> | ||
+ | Rajeev Yasarla, Hong Cai, '''Jisoo Jeong''', Yunxiao Shi, Risheek Garrepalli, Fatih Porikli, "MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation", International Conference on Computer Vision (ICCV 2023), Oct. 2023. | ||
+ | </li> | ||
+ | <li> | ||
+ | '''Jisoo Jeong''', Jamie Menjay Lin, Fatih Porikli, Nojun Kwak, "Imposing Consistency for Optical Flow Estimation", IEEE/CVF Conf. on Computer Vision and Pattern Recognition 2022 (CVPR 2022), June. 2022. | ||
+ | </li> | ||
+ | <li> | ||
+ | JongMok Kim, Jooyoung Jang, Seunghyeon Seo, '''Jisoo Jeong''', Jongkeun Na, Nojun Kwak, "MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection", IEEE/CVF Conf. on Computer Vision and Pattern Recognition 2022 (CVPR 2022), June. 2022. | ||
+ | </li> | ||
+ | <li> | ||
+ | '''Jisoo Jeong''', Vikas Verma, Minsung Hyun, Juho Kannala, Nojun Kwak, "Interpolation-based semi-supervised learning for object detection", IEEE/CVF Conf. on Computer Vision and Pattern Recognition 2021 (CVPR 2021), June. 2021. | ||
+ | </li> | ||
+ | <li> | ||
+ | Minsung Hyun, '''Jisoo Jeong''', Nojun Kwak, "Class-Imbalanced Semi-Supervised Learning", RobustML Workshop (ICLRW 2021), May. 2021. | ||
+ | </li> | ||
+ | <li> | ||
+ | Daesik Kim*, Gyujeong Lee*, '''Jisoo Jeong'''*, Nojun Kwak, "Tell Me What They’re Holding: Weakly-Supervised Object Detection with Transferable Knowledge from Human-object Interaction", Thirty-Fourth AAAI Conf. on Artificial Intelligence (AAAI2020), Feb. 2020 | ||
+ | </li> | ||
+ | <li> | ||
+ | '''Jisoo Jeong'''*, Seungeui Lee* and Nojun Kwak, "Self-Training using selection network for Semi-Supervised Learning", 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM2020), Feb. 2020. | ||
+ | </li> | ||
+ | <li> | ||
+ | '''Jisoo Jeong'''*, Seungeui Lee*, Jeesoo Kim and Nojun Kwak, "Consistency-based Semi-supervised Learning for Object detection", Thirty-third Conference on Neural Information Processing Systems (NeurIPS2019), Dec. 2019. | ||
+ | </li> | ||
+ | <li> | ||
+ | Jaeseok Choi, Kyoungmin Lee, '''Jisoo Jeong''' and Nojun Kwak, "Two-Layer Residual Feature Fusion for Object Detection", 8th International Conference on Pattern Recognition Applications and Methods (ICPRAM2019), Feb. 2019. | ||
+ | </li> | ||
+ | <li> | ||
+ | '''Jisoo Jeong''', Hyojin Park and Nojun Kwak, "Enhancement of SSD by concatenating feature maps for object detection", The British Machine Vision Conference (BMVC2017), Sep. 2017. | ||
+ | </li> | ||
+ | <li> | ||
+ | Hyojin Park, '''Jisoo Jeong''', Youngjoon Yoo and Nojun Kwak, "Superpixel-based semantic segmentation trained by statistical process control", The British Machine Vision Conference (BMVC2017), Sep. 2017. | ||
+ | </li> | ||
+ | <li> | ||
+ | '''Jisoo Jeong''', Young-Jin Kim, "Structural Similarity Index for Image Assessment Using Pixel Difference and Saturation Awareness", Journal of KIISE. 2014. | ||
+ | </li> | ||
+ | </ol> |
Latest revision as of 05:57, 27 April 2024
Jisoo Jeong (정지수)
|
Contents
Education
-
Ph.D. in Graduate School of Convergence Science and Technology, Seoul National University, Korea:
- Aug. 2021
-
B.S. in Electrical and Computer Engineering, Ajou University, Korea:
- Aug. 2015
Work Experiences
-
Senior Engineer, Qualcomm AI Research (San Diego):
- Oct. 2021 - Current
-
Research Intern, Qualcomm AI Research (San Diego (Virtual)):
- Jun. 2020 - Sep. 2020
Selected Publications
- OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation
- Jisoo Jeong, Hong Cai, Risheek Garrepalli, Jamie Menjay Lin, Munawar Hayat and Fatih Porikli
- CVPR 2024
- DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling
- Jisoo Jeong, Hong Cai, Risheek Garrepalli and Fatih Porikli
- CVPR 2023
- Imposing Consistency for Optical Flow Estimation
- Jisoo Jeong, Jamie Menjay Lin, Fatih Porikli and Nojun Kwak
- CVPR 2022
- Interpolation-based Semi-supervised Learning for Object detection
- Jisoo Jeong, Vikas Verma, Minsung Hyun, Juho Kannala and Nojun Kwak
- CVPR 2021
- Tell Me What They're Holding: Weakly-Supervised Object Detection with Transferable Knowledge from Human-object Interaction
- Daesic Kim*, Gyujeong Lee*, Jisoo Jeong* and Nojun Kwak
- AAAI 2020
- Consistency-based Semi-supervised Learning for Object detection
- Jisoo Jeong*, Seungeui Lee*, Jeesoo Kim and Nojun Kwak
- NeurIPS 2019
- Enhancement of SSD by concatenating feature maps for object detection
- Jisoo Jeong, Hyojin Park and Nojun Kwak
- BMVC 2017
Reviewer
- IEEE TPAMI, IEEE Transactions on Multimedia
- CVPR, ICCV, ECCV, NeurIPS, AAAI
Computer Skills
- Python, Pytorch, TensorFlow, C/C++, Caffe, Matlab
Publications
- Jisoo Jeong, Hong Cai, Risheek Garrepalli, Jamie Menjay Lin, Munawar Hayat and Fatih Porikli, "OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation", IEEE/CVF Conf. on Computer Vision and Pattern Recognition 2024 (CVPR 2024), June. 2024.
- Jamie Menjay Lin, Jisoo Jeong, Hong Cai, Risheek Garrepalli, Kai Wang and Fatih Porikli, "SciFlow: Empowering Lightweight Optical Flow Models with Self-Cleaning Iterations", CVPR 2024 Workshop, June. 2024.
- Jisoo Jeong, Hong Cai, Risheek Garrepalli and Fatih Porikli, "DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling", IEEE/CVF Conf. on Computer Vision and Pattern Recognition 2023 (CVPR 2023), June. 2023.
- Risheek Garrepalli, Jisoo Jeong, Rajeswaran C Ravindran, Jamie Lin and Fatih Porikli , "DIFT: Dynamic Iterative Field Transforms for Memory Efficient Optical Flow", CVPR 2023 Workshop, June. 2023.
- Rajeev Yasarla, Hong Cai, Jisoo Jeong, Yunxiao Shi, Risheek Garrepalli, Fatih Porikli, "MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation", International Conference on Computer Vision (ICCV 2023), Oct. 2023.
- Jisoo Jeong, Jamie Menjay Lin, Fatih Porikli, Nojun Kwak, "Imposing Consistency for Optical Flow Estimation", IEEE/CVF Conf. on Computer Vision and Pattern Recognition 2022 (CVPR 2022), June. 2022.
- JongMok Kim, Jooyoung Jang, Seunghyeon Seo, Jisoo Jeong, Jongkeun Na, Nojun Kwak, "MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection", IEEE/CVF Conf. on Computer Vision and Pattern Recognition 2022 (CVPR 2022), June. 2022.
- Jisoo Jeong, Vikas Verma, Minsung Hyun, Juho Kannala, Nojun Kwak, "Interpolation-based semi-supervised learning for object detection", IEEE/CVF Conf. on Computer Vision and Pattern Recognition 2021 (CVPR 2021), June. 2021.
- Minsung Hyun, Jisoo Jeong, Nojun Kwak, "Class-Imbalanced Semi-Supervised Learning", RobustML Workshop (ICLRW 2021), May. 2021.
- Daesik Kim*, Gyujeong Lee*, Jisoo Jeong*, Nojun Kwak, "Tell Me What They’re Holding: Weakly-Supervised Object Detection with Transferable Knowledge from Human-object Interaction", Thirty-Fourth AAAI Conf. on Artificial Intelligence (AAAI2020), Feb. 2020
- Jisoo Jeong*, Seungeui Lee* and Nojun Kwak, "Self-Training using selection network for Semi-Supervised Learning", 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM2020), Feb. 2020.
- Jisoo Jeong*, Seungeui Lee*, Jeesoo Kim and Nojun Kwak, "Consistency-based Semi-supervised Learning for Object detection", Thirty-third Conference on Neural Information Processing Systems (NeurIPS2019), Dec. 2019.
- Jaeseok Choi, Kyoungmin Lee, Jisoo Jeong and Nojun Kwak, "Two-Layer Residual Feature Fusion for Object Detection", 8th International Conference on Pattern Recognition Applications and Methods (ICPRAM2019), Feb. 2019.
- Jisoo Jeong, Hyojin Park and Nojun Kwak, "Enhancement of SSD by concatenating feature maps for object detection", The British Machine Vision Conference (BMVC2017), Sep. 2017.
- Hyojin Park, Jisoo Jeong, Youngjoon Yoo and Nojun Kwak, "Superpixel-based semantic segmentation trained by statistical process control", The British Machine Vision Conference (BMVC2017), Sep. 2017.
- Jisoo Jeong, Young-Jin Kim, "Structural Similarity Index for Image Assessment Using Pixel Difference and Saturation Awareness", Journal of KIISE. 2014.