Hierarchical vector quantized transformer for multi-class unsupervised anomaly detection R Lu, YJ Wu, L Tian, D Wang, B Chen, X Liu, R Hu Advances in Neural Information Processing Systems 36, 8487-8500, 2023 | 47 | 2023 |
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 | 47 | 2023 |
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 | 47 | 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 | 45 | 2022 |
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 | 29 | 2022 |
Tsca: On the semantic consistency alignment via conditional transport for compositional zero-shot learning M Li, J Guo, RY Da Xu, D Wang, X Cao, Z Rao, S Guo arXiv preprint arXiv:2408.08703, 2024 | 24 | 2024 |
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 | 23 | 2023 |
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 | 23 | 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 | 20 | 2020 |
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 | 18 | 2023 |
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 | 17 | 2021 |
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, 52792-52810, 2023 | 13 | 2023 |
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 e-prints, arXiv: 2303.09100, 2023 | 13 | 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 | 10 | 2022 |
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 |