Generalization bounds for meta-learning: An information-theoretic analysis Q Chen, C Shui, M Marchand Advances in Neural Information Processing Systems 34, 25878-25890, 2021 | 38 | 2021 |
Beyond H-divergence: Domain adaptation theory with jensen-shannon divergence C Shui, Q Chen, J Wen, F Zhou, C Gagné, B Wang arXiv preprint arXiv:2007.15567 6, 2020 | 30 | 2020 |
On learning fairness and accuracy on multiple subgroups C Shui, G Xu, Q Chen, J Li, CX Ling, T Arbel, B Wang, C Gagné Advances in Neural Information Processing Systems 35, 34121-34135, 2022 | 28 | 2022 |
Improving negative-prompt inversion via proximal guidance L Han, S Wen, Q Chen, Z Zhang, K Song, M Ren, R Gao, Y Chen, D Liu, ... arXiv preprint arXiv:2306.05414, 2023 | 20 | 2023 |
Fair representation learning through implicit path alignment C Shui, Q Chen, J Li, B Wang, C Gagné International Conference on Machine Learning, 20156-20175, 2022 | 18 | 2022 |
A novel domain adaptation theory with Jensen–Shannon divergence C Shui, Q Chen, J Wen, F Zhou, C Gagné, B Wang Knowledge-Based Systems 257, 109808, 2022 | 15 | 2022 |
Proxedit: Improving tuning-free real image editing with proximal guidance L Han, S Wen, Q Chen, Z Zhang, K Song, M Ren, R Gao, A Stathopoulos, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 8 | 2024 |
Algorithm-dependent bounds for representation learning of multi-source domain adaptation Q Chen, M Marchand International Conference on Artificial Intelligence and Statistics, 10368-10394, 2023 | 8 | 2023 |
On the Stability-Plasticity Dilemma in Continual Meta-Learning: Theory and Algorithm Q Chen, C Shui, L Han, M Marchand Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
Intersectional Unfairness Discovery G Xu, Q Chen, C Ling, B Wang, C Shui arXiv preprint arXiv:2405.20790, 2024 | | 2024 |
Theoretical framework for prior knowledge transfer in deep learning Q Chen https://corpus.ulaval.ca/entities/publication/30c92af5-b630-4f9d-8b25 …, 2024 | | 2024 |
On the Stability-Plasticity Dilemma in Continual Meta-Learning: Theory and Algorithm C Qi, C Shui, L Han, M Marchand Thirty-seventh Conference on Neural Information Processing Systems, 2023 | | 2023 |
ProxEdit: Improving Tuning-Free Real Image Editing with Proximal Guidance (Supplementary Materials) L Han, S Wen, Q Chen, Z Zhang, K Song, M Ren, R Gao, A Stathopoulos, ... | | |