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 | 32 | 2021 |
Representing mixtures of word embeddings with mixtures of topic embeddings D Wang, D Guo, H Zhao, H Zheng, K Tanwisuth, B Chen, M Zhou arXiv preprint arXiv:2203.01570, 2022 | 26 | 2022 |
Conzic: Controllable zero-shot image captioning by sampling-based polishing Z Zeng, H Zhang, R Lu, D Wang, B Chen, Z Wang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 19 | 2023 |
Hyperminer: Topic taxonomy mining with hyperbolic embedding Y Xu, D Wang, B Chen, R Lu, Z Duan, M Zhou Advances in Neural Information Processing Systems 35, 31557-31570, 2022 | 15 | 2022 |
Knowledge-aware Bayesian deep topic model D Wang, Y Xu, M Li, Z Duan, C Wang, B Chen, M Zhou Advances in Neural Information Processing Systems 35, 14331-14344, 2022 | 13 | 2022 |
Deep relational topic modeling via graph poisson gamma belief network C Wang, H Zhang, B Chen, D Wang, Z Wang, M Zhou Advances in Neural Information Processing Systems 33, 488-500, 2020 | 13 | 2020 |
Topicnet: Semantic graph-guided topic discovery Z Duan, Y Xu, B Chen, W Dongsheng, C Wang, M Zhou Advances in Neural Information Processing Systems 34, 547-559, 2021 | 12 | 2021 |
Patch-token aligned bayesian prompt learning for vision-language models X Liu, D Wang, M Li, Z Duan, Y Xu, B Chen, M Zhou arXiv preprint arXiv:2303.09100, 2023 | 8 | 2023 |
Patchct: Aligning patch set and label set with conditional transport for multi-label image classification M Li, D Wang, X Liu, Z Zeng, R Lu, B Chen, M Zhou Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 7 | 2023 |
Prototype-oriented unsupervised anomaly detection for multivariate time series Y Li, W Chen, B Chen, D Wang, L Tian, M Zhou International Conference on Machine Learning, 19407-19424, 2023 | 6 | 2023 |
Alleviating" Posterior Collapse''in Deep Topic Models via Policy Gradient Y Li, C Wang, Z Duan, D Wang, B Chen, B An, M Zhou Advances in Neural Information Processing Systems 35, 22562-22575, 2022 | 5 | 2022 |
Tuning Multi-mode Token-level Prompt Alignment across Modalities D Wang, M Li, X Liu, MS Xu, B Chen, H Zhang Advances in Neural Information Processing Systems 36, 2024 | 2 | 2024 |
BAT-Chain: Bayesian-Aware Transport Chain for Topic Hierarchies Discovery D Wang, H Zhao, DD Guo, X Liu, M Li, B Chen, M Zhou | 2 | 2022 |