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Dongsheng Wang
Dongsheng Wang
Assistant professor at Shenzhen University
Verificeret mail på szu.edu.cn - Startside
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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
442021
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
432023
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
432023
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
432022
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
262022
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, S Guo
arXiv preprint arXiv:2408.08703, 2024
242024
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
232022
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
212023
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
202020
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
182023
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
172021
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
122023
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
112024
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
102022
BAT-Chain: Bayesian-Aware Transport Chain for Topic Hierarchies Discovery
D Wang, H Zhao, DD Guo, X Liu, M Li, B Chen, M Zhou
22022
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Artikler 1–15