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Jiachun Pan
Tytuł
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Dragdiffusion: Harnessing diffusion models for interactive point-based image editing
Y Shi, C Xue, JH Liew, J Pan, H Yan, W Zhang, VYF Tan, S Bai
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
1582024
Towards understanding why mask-reconstruction pretraining helps in downstream tasks
J Pan, P Zhou, S Yan
The Eleventh International Conference on Learning Representations, 2023
192023
Perflow: Piecewise rectified flow as universal plug-and-play accelerator
H Yan, X Liu, J Pan, JH Liew, Q Liu, J Feng
arXiv preprint arXiv:2405.07510, 2024
152024
Asymptotics of sequential composite hypothesis testing under probabilistic constraints
J Pan, Y Li, VYF Tan
IEEE Transactions on Information Theory 68 (8), 4998-5012, 2022
92022
Adjointdpm: Adjoint sensitivity method for gradient backpropagation of diffusion probabilistic models
J Pan, H Yan, JH Liew, VYF Tan, J Feng
The Twelfth International Conference on Learning Representations (ICLR2024), 2023
42023
Towards accurate guided diffusion sampling through symplectic adjoint method
J Pan, H Yan, JH Liew, J Feng, VYF Tan
arXiv preprint arXiv:2312.12030, 2023
32023
Asymptotic Nash Equilibrium for the M-Ary Sequential Adversarial Hypothesis Testing Game
J Pan, Y Li, VYF Tan
IEEE Transactions on Information Forensics and Security 18, 831-845, 2022
32022
Identifying rumor sources using dominant eigenvalue of nonbacktracking matrix
J Pan, W Zhang
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018
32018
Asymptotic Nash equilibrium for the sequential adversarial hypothesis testing game
J Pan, Y Li, VYF Tan
2022 IEEE International Symposium on Information Theory (ISIT), 2946-2951, 2022
22022
CUSTOMIZING GENERATION OF OBJECTS USING DIFFUSION MODELS
J Pan, H Yan, J Feng, JH Liew
US Patent App. 18/347,366, 2025
2025
Enhancing Multi-Text Long Video Generation Consistency without Tuning: Time-Frequency Analysis, Prompt Alignment, and Theory
X Li, F Zhang, J Pan, Y Hou, VYF Tan, Z Yang
arXiv preprint arXiv:2412.17254, 2024
2024
MEMO: Memory-Guided Diffusion for Expressive Talking Video Generation
L Zheng, Y Zhang, H Guo, J Pan, Z Tan, J Lu, C Tang, B An, S Yan
arXiv preprint arXiv:2412.04448, 2024
2024
Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning
J Li, J Pan, VYF Tan, KC Toh, P Zhou
arXiv preprint arXiv:2410.11206, 2024
2024
Fundamental Performance Limits of Statistical Problmes: From Hypothesis Testing to the Lottery Tickets Hypothesis
J Pan
PQDT-Global, 2023
2023
On the Error Exponent of Approximate Sufficient Statistics for M-ary Hypothesis Testing
J Pan, Y Li, VYF Tan, YC Eldar
2020 IEEE International Symposium on Information Theory (ISIT), 1313-1318, 2020
2020
MEMO: Memory-Guided and Emotion-Aware Talking Video Generation
L Zheng, Y Zhang, HA Guo, J Pan, Z Tan, J Lu, C Tang, B An, ...
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