Continuous U-Net: Faster, Greater and Noiseless CW Cheng, C Runkel, L Liu, RH Chan, CB Schönlieb, AI Aviles-Rivero Transactions on Machine Learning Research (TMLR 2024), 2024 | 9 | 2024 |
The Missing U for Efficient Diffusion Models SC Ordoñez, CW Cheng, J Huang, L Zhang, G Yang, CB Schönlieb, ... Transactions on Machine Learning Research (TMLR 2024), 2024 | 3* | 2024 |
NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning Y Zhang, CW Cheng, K Yu, Z He, CB Schönlieb, AI Aviles-Rivero arXiv preprint arXiv:2407.08672, 2024 | 2 | 2024 |
Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs CW Cheng, J Huang, Y Zhang, G Yang, CB Schönlieb, AI Aviles-Rivero arXiv preprint arXiv:2410.02113, 2024 | 1 | 2024 |
Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations Y Zhang, CW Cheng, J He, Z He, CB Schönlieb, Y Chen, AI Aviles-Rivero arXiv preprint arXiv:2412.15813, 2024 | | 2024 |
Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey A Essakine, Y Cheng, CW Cheng, L Zhang, Z Deng, L Zhu, CB Schönlieb, ... arXiv preprint arXiv:2411.03688, 2024 | | 2024 |
Bilevel Hypergraph Networks for Multi-Modal Alzheimer's Diagnosis AI Aviles-Rivero, CW Cheng, Z Deng, Z Kourtzi, CB Schönlieb arXiv preprint arXiv:2403.12719, 2024 | | 2024 |