Computer Vision Machine Learning Lab
Computer Vision Machine Learning Lab
Conference
- Orthogonal Disentanglement for Generalizable Audio Deepfake Detection
Jisoo Park, Seonghak Lee, and Junseok Kwon, The 40th International Conference on Information Networking (ICOIN), Hanoi, Vietnam, 2026 [pdf]
ACK: RS-2025-02217071, National Program for Excellence in SW (2025-0-00032)
- 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
* Equal contribution
- Leveraging Stereo Vision with Deep Learning for Joint Deflection Measurement in SideWalks
Seonghak Lee+, Jisoo Park+, 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.
- POTF: Prompt-based Object-centric Tensorial Field
Seonghak Lee*, Jisoo Park*, and Junseok Kwon, International Conference on ICT Convergence (ICTC), Jeju, Korea, Oct. 2024 [pdf]
(*equal contribution)
ACK: BK21 FOUR
Journal
- WildTalker ∞ : Pushing the Limits of 3D Talking Portrait Synthesis in Unconstrained Environments
Seonghak Lee*, Jisoo Park*, and Junseok Kwon, IEEE Transactions on Audio, Speech and Language Processing (T-ASLP), vol. 34, pp. 1259-1271, 2026 [pdf] [code]
Equal contribution
ACK: 2021-0-01341, Artificial Intelligence Graduate School Program, Chung-Ang University Graduate Research Scholarship
- 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