Medusa: Simple llm inference acceleration framework with multiple decoding heads T Cai, Y Li, Z Geng, H Peng, JD Lee, D Chen, T Dao ICML 2024, 2024 | 195* | 2024 |
Is attention better than matrix decomposition? Z Geng, MH Guo, H Chen, X Li, K Wei, Z Lin ICLR, 2020 | 174 | 2020 |
Deep Equilibrium Optical Flow Estimation S Bai, Z Geng, Y Savani, JZ Kolter CVPR 2022, 2022 | 76 | 2022 |
On Training Implicit Models Z Geng, XY Zhang, S Bai, Y Wang, Z Lin NeurIPS 2021, 2021 | 75 | 2021 |
Residual Relaxation for Multi-view Representation Learning Y Wang, Z Geng, F Jiang, C Li, Y Wang, J Yang, Z Lin NeurIPS 2021, 2021 | 39 | 2021 |
Eliminating Gradient Conflict in Reference-based Line-art Colorization Z Li, Z Geng, Z Kang, W Chen, Y Yang ECCV 2022, 2022 | 37 | 2022 |
Deep Equilibrium Approaches to Diffusion Models A Pokle, Z Geng, Z Kolter NeurIPS 2022, 2022 | 32 | 2022 |
One-step diffusion distillation via deep equilibrium models Z Geng, A Pokle, JZ Kolter NeurIPS 2023, 2024 | 20 | 2024 |
Consistency Models Made Easy Z Geng, A Pokle, W Luo, J Lin, JZ Kolter arXiv preprint arXiv:2406.14548, 2024 | 12 | 2024 |
Torchdeq: A library for deep equilibrium models Z Geng, JZ Kolter arXiv preprint arXiv:2310.18605, 2023 | 8 | 2023 |
Equilibrium image denoising with implicit differentiation Q Chen, Y Wang, Z Geng, Y Wang, J Yang, Z Lin IEEE Transactions on Image Processing 32, 1868-1881, 2023 | 8 | 2023 |
Deep equilibrium optical flow estimation. In 2022 IEEE S Bai, Z Geng, Y Savani, J Kolter CVF Conference on Computer Vision and Pattern Recognition (CVPR), 610-620, 2022 | 5 | 2022 |
One-Step Diffusion Distillation through Score Implicit Matching W Luo, Z Huang, Z Geng, JZ Kolter, G Qi NeurIPS 2024, 2024 | 4 | 2024 |
Diff-Instruct*: Towards Human-Preferred One-step Text-to-image Generative Models W Luo, C Zhang, D Zhang, Z Geng arXiv preprint arXiv:2410.20898, 2024 | 2 | 2024 |
Flow generator matching Z Huang, Z Geng, W Luo, G Qi arXiv preprint arXiv:2410.19310, 2024 | 2 | 2024 |
TORCHDEQ: A LIBRARY FOR DEEP EQUILIBRIUM MODELS Z Geng, J Kolter, I Batalov, J Semedo US Patent App. 18/340,574, 2024 | | 2024 |
ONE-STEP DIFFUSION DISTILLATION VIA DEEP EQUILIBRIUM MODELS Z Geng, A Polke, J Kolter, B Azari, I Batalov, F Condessa US Patent App. 18/332,355, 2024 | | 2024 |
Stable Consistency Tuning: Understanding and Improving Consistency Models FY Wang, Z Geng, H Li arXiv preprint arXiv:2410.18958, 2024 | | 2024 |