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Zhengyu Ma
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Publications
- 2025
- [j9]Xu Liu, Xiaopeng Fan
, Jianing Li, Dianze Li
, Wei Zhang
, Zhengyu Ma, Yonghong Tian:
High-Rate Monocular Depth Estimation via Cross Frame-Rate Collaboration of Frames and Events. Int. J. Comput. Vis. 133(10): 7332-7351 (2025) - [i24]Han Zhang, Qingyan Meng, Jiaqi Wang, Baiyu Chen, Zhengyu Ma, Xiaopeng Fan:
Temporal-adaptive Weight Quantization for Spiking Neural Networks. CoRR abs/2511.17567 (2025) - 2024
- [c10]Chenlin Zhou, Han Zhang, Zhaokun Zhou, Liutao Yu, Liwei Huang, Xiaopeng Fan, Li Yuan, Zhengyu Ma, Huihui Zhou, Yonghong Tian:
QKFormer: Hierarchical Spiking Transformer using Q-K Attention. NeurIPS 2024 - [i22]Chenlin Zhou, Han Zhang, Zhaokun Zhou
, Liutao Yu, Liwei Huang, Xiaopeng Fan
, Li Yuan, Zhengyu Ma, Huihui Zhou, Yonghong Tian:
QKFormer: Hierarchical Spiking Transformer using Q-K Attention. CoRR abs/2403.16552 (2024) - [i21]Chenlin Zhou, Han Zhang, Liutao Yu, Yumin Ye, Zhaokun Zhou
, Liwei Huang, Zhengyu Ma, Xiaopeng Fan
, Huihui Zhou, Yonghong Tian:
Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods. CoRR abs/2405.04289 (2024) - 2023
- [j5]Wenrui Li
, Zhengyu Ma
, Jinqiao Shi
, Xiaopeng Fan
:
The Style Transformer With Common Knowledge Optimization for Image-Text Retrieval. IEEE Signal Process. Lett. 30: 1197-1201 (2023) - [j4]Wenrui Li
, Zhengyu Ma, Liang-Jian Deng
, Xiaopeng Fan
, Yonghong Tian
:
Neuron-Based Spiking Transmission and Reasoning Network for Robust Image-Text Retrieval. IEEE Trans. Circuits Syst. Video Technol. 33(7): 3516-3528 (2023) - [c6]Wenrui Li, Zhengyu Ma, Liang-Jian Deng, Hengyu Man, Xiaopeng Fan
:
Modality-Fusion Spiking Transformer Network for Audio-Visual Zero-Shot Learning. ICME 2023: 426-431 - [c5]Wenrui Li
, Xi-Le Zhao
, Zhengyu Ma
, Xingtao Wang
, Xiaopeng Fan
, Yonghong Tian
:
Motion-Decoupled Spiking Transformer for Audio-Visual Zero-Shot Learning. ACM Multimedia 2023: 3994-4002 - [c4]Wenrui Li
, Zhengyu Ma
, Liang-Jian Deng
, Penghong Wang
, Jinqiao Shi
, Xiaopeng Fan
:
Reservoir Computing Transformer for Image-Text Retrieval. ACM Multimedia 2023: 5605-5613 - [i10]Wenrui Li, Zhengyu Ma, Jinqiao Shi, Xiaopeng Fan
:
The style transformer with common knowledge optimization for image-text retrieval. CoRR abs/2303.00448 (2023) - [i5]Chenlin Zhou, Han Zhang, Zhaokun Zhou, Liutao Yu, Zhengyu Ma, Huihui Zhou, Xiaopeng Fan
, Yonghong Tian:
Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation. CoRR abs/2305.05954 (2023)
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