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Mengchen Liu
Mengchen Liu
Verified email at microsoft.com
Title
Cited by
Cited by
Year
Cvt: Introducing convolutions to vision transformers
H Wu, B Xiao, N Codella, M Liu, X Dai, L Yuan, L Zhang
Proceedings of the IEEE/CVF international conference on computer vision, 22-31, 2021
17172021
Dynamic convolution: Attention over convolution kernels
Y Chen, X Dai, M Liu, D Chen, L Yuan, Z Liu
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
8322020
Florence: A new foundation model for computer vision
L Yuan, D Chen, YL Chen, N Codella, X Dai, J Gao, H Hu, X Huang, B Li, ...
arXiv preprint arXiv:2111.11432, 2021
6532021
Towards better analysis of deep convolutional neural networks
M Liu, J Shi, Z Li, C Li, J Zhu, S Liu
IEEE transactions on visualization and computer graphics 23 (1), 91-100, 2016
5562016
A survey on information visualization: recent advances and challenges
S Liu, W Cui, Y Wu, M Liu
The Visual Computer 30, 1373-1393, 2014
4842014
Dynamic head: Unifying object detection heads with attentions
X Dai, Y Chen, B Xiao, D Chen, M Liu, L Yuan, L Zhang
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
4322021
Towards better analysis of machine learning models: A visual analytics perspective
S Liu, X Wang, M Liu, J Zhu
Visual Informatics 1 (1), 48-56, 2017
4222017
Mobile-former: Bridging mobilenet and transformer
Y Chen, X Dai, D Chen, M Liu, X Dong, L Yuan, Z Liu
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
4072022
Storyflow: Tracking the evolution of stories
S Liu, Y Wu, E Wei, M Liu, Y Liu
IEEE Transactions on Visualization and Computer Graphics 19 (12), 2436-2445, 2013
2732013
Opinionflow: Visual analysis of opinion diffusion on social media
Y Wu, S Liu, K Yan, M Liu, F Wu
IEEE transactions on visualization and computer graphics 20 (12), 1763-1772, 2014
2352014
A survey of visual analytics techniques for machine learning
J Yuan, C Chen, W Yang, M Liu, J Xia, S Liu
Computational Visual Media 7, 3-36, 2021
1962021
Bevt: Bert pretraining of video transformers
R Wang, D Chen, Z Wu, Y Chen, X Dai, M Liu, YG Jiang, L Zhou, L Yuan
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
1692022
Dynamic relu
Y Chen, X Dai, M Liu, D Chen, L Yuan, Z Liu
European Conference on Computer Vision, 351-367, 2020
1682020
Analyzing the training processes of deep generative models
M Liu, J Shi, K Cao, J Zhu, S Liu
IEEE transactions on visualization and computer graphics 24 (1), 77-87, 2017
1662017
Tinyvit: Fast pretraining distillation for small vision transformers
K Wu, J Zhang, H Peng, M Liu, B Xiao, J Fu, L Yuan
European Conference on Computer Vision, 68-85, 2022
1152022
Minivit: Compressing vision transformers with weight multiplexing
J Zhang, H Peng, K Wu, M Liu, B Xiao, J Fu, L Yuan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
902022
Analyzing the noise robustness of deep neural networks
M Liu, S Liu, H Su, K Cao, J Zhu
2018 IEEE Conference on Visual Analytics Science and Technology (VAST), 60-71, 2018
772018
An uncertainty-aware approach for exploratory microblog retrieval
M Liu, S Liu, X Zhu, Q Liao, F Wei, S Pan
IEEE transactions on visualization and computer graphics 22 (1), 250-259, 2015
762015
Follower-followee network, communication networks, and vote agreement of the US members of congress
TQ Peng, M Liu, Y Wu, S Liu
Communication research 43 (7), 996-1024, 2016
752016
Reduce information loss in transformers for pluralistic image inpainting
Q Liu, Z Tan, D Chen, Q Chu, X Dai, Y Chen, M Liu, L Yuan, N Yu
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
632022
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