| Sawtooth factorial topic embeddings guided gamma belief network Z Duan, D Wang, B Chen, C Wang, W Chen, Y Li, J Ren, M Zhou International Conference on Machine Learning, 2903-2913, 2021 | 31 | 2021 |
| Probabilistic mixture-of-experts for efficient deep reinforcement learning J Ren, Y Li, Z Ding, W Pan, H Dong arXiv preprint arXiv:2104.09122, 2021 | 13 | 2021 |
| MegBA: A GPU-based distributed library for large-scale bundle adjustment J Ren, W Liang, R Yan, L Mai, S Liu, X Liu European Conference on Computer Vision, 715-731, 2022 | 9 | 2022 |
| A theoretical understanding of gradient bias in meta-reinforcement learning B Liu, X Feng, J Ren, L Mai, R Zhu, H Zhang, J Wang, Y Yang Advances in Neural Information Processing Systems 35, 31059-31072, 2022 | 8 | 2022 |
| Torchopt: An efficient library for differentiable optimization J Ren, X Feng, B Liu, X Pan, Y Fu, L Mai, Y Yang Journal of Machine Learning Research 24 (367), 1-14, 2023 | 7 | 2023 |
| Towards end-to-end 4-bit inference on generative large language models S Ashkboos, I Markov, E Frantar, T Zhong, X Wang, J Ren, T Hoefler, ... arXiv preprint arXiv:2310.09259, 2023 | 6 | 2023 |
| Pluralistic image completion with gaussian mixture models X Xia, W Yang, J Ren, Y Li, Y Zhan, B Han, T Liu Advances in Neural Information Processing Systems 35, 24087-24100, 2022 | 6* | 2022 |
| Multi-scale visual attention for attribute disambiguation in zero-shot learning L Tian, B Chen, J Ren, H Zhang, Z Wu, N Han, Y Chen, H Liu Signal Processing: Image Communication 103, 116614, 2022 | 1 | 2022 |
