Computer Vision Machine Learning Lab
Computer Vision Machine Learning Lab
Conference
- Lightweight Wasserstein Audio-Visual Model for Unified Speech Enhancement and Separation
Jisoo Park, Seonghak Lee, Guisik Kim, Taewoo Kim, Junseok Kwon, IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), Honolulu, Hawaii, USA, 2025 [pdf] [code]
ACK: 2021-0-01341, Artificial Intelligence Graduate School Program
- Deep Disentangled Metric Learning
Jinhee Park, Jisoo Park, Dagyeong Na, Junseok Kwon, Association for the Advancement of Artificial Intelligence (AAAI), Philadelphia, Pennsylvania, USA, 2025 [pdf] [code]
- Leveraging Stereo Vision with Deep Learning for Joint Deflection Measurement in SideWalks
Jisoo Park+, Seonghak Lee+, Paul Hyunbin Cho, ZongKai Xia, Loucif Hebbache, IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, USA, 2025 [pdf]
+This work was done when they were working at University of Toronto.
- WildTalker: Talking Portrait Synthesis In the Wild
Jisoo Park*, Seonghak Lee*, and Junseok Kwon, The 18th European Conference on Computer Vision (ECCV) Workshop, 3D Modeling, Reconstruction, and Generation in the Wild, Milano, Italy, 2024 [pdf]
* Equal contribution
- POTF: Prompt-based Object-centric Tensorial Field
Jisoo Park*, Seonghak Lee*, and Junseok Kwon, International Conference on ICT Convergence (ICTC), Jeju, Korea, Oct. 2024 [pdf]
(*equal contribution)
ACK: BK21 FOUR
Jisoo Kim, Jisoo Park, and Junseok Kwon, The 12th International Conference on ICT Convergence (ICTC), Jeju Island, Korea. 2021 [pdf]
ACK: National Program for Excellence in SW (20170001000051001) , LINC+
Journal
- VT-Surf: Visual Tracking with Switching Dynamics under Time-Series Forecasting
Seonghak Lee, Jisoo Park, Radu Timofte, Junseok Kwon, IET Electronic Letters, Vol. 61, no. 1, 2025 [pdf]
ACK: RS-2021-II211341, Artificial Intelligence Graduate School Program, Chung-Ang University Research Grants
- SOTA: Sequential Optimal Transport Approximation For Visual Tracking in Wild Scenario
Seonghak Lee, Jisoo Park, Radu Timofte, Junseok Kwon, IEEE Access (ACCESS), Vol. 12, no. 1, page 177028-177037, 2024 [pdf]
ACK: 2021-0-01341, Artificial Intelligence Graduate School Program, Chung-Ang University Research Grants
Patents