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Jian (Skyler) Zheng
Jian (Skyler) Zheng
Senior Applied Scientist, Amazon AGI
Verified email at amazon.com
Title
Cited by
Cited by
Year
Electric load forecasting in smart grids using long-short-term-memory based recurrent neural network
J Zheng, C Xu, Z Zhang, X Li
2017 51st Annual conference on information sciences and systems (CISS), 1-6, 2017
4812017
Temporal attentive alignment for large-scale video domain adaptation
MH Chen, Z Kira, G AlRegib, J Yoo, R Chen, J Zheng
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
2282019
Training data reduction in deep neural networks with partial mutual information based feature selection and correlation matching based active learning
J Zheng, W Yang, X Li
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
252017
Text-to-image editing by image information removal
Zhongping Zhang, Jian Zheng, Jacob Zhiyuan Fang, Bryan A Plummer
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2024, 2023
12*2023
T2V-Turbo-v2: Enhancing Video Generation Model Post-Training through Data, Reward, and Conditional Guidance Design
J Li, Q Long, J Zheng, X Gao, R Piramuthu, W Chen, WY Wang
ICLR 2025, 2024
72024
Image captioning with integrated bottom-up and multi-level residual top-down attention for game scene understanding
J Zheng, S Krishnamurthy, R Chen, MH Chen, Z Ge, X Li
arXiv preprint arXiv:1906.06632, 2019
62019
Active learning for regression with correlation matching and labeling error suppression
X Li, J Zheng
IEEE Signal Processing Letters 23 (8), 1081-1085, 2016
62016
Joint machine learning and human learning design with sequential active learning and outlier detection for linear regression problems
X Li, J Zheng
2016 Annual Conference on Information Science and Systems (CISS), 407-411, 2016
62016
Classification of severely occluded image sequences via convolutional recurrent neural networks
J Zheng, Y Wang, X Zhang, X Li
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018
52018
Zero-shot controllable image-to-video animation via motion decomposition
S Yu, JZ Fang, J Zheng, G Sigurdsson, V Ordonez, R Piramuthu, ...
Proceedings of the 32nd ACM International Conference on Multimedia, 3332-3341, 2024
42024
Personalized Education: Blind Knowledge Distillation
X Deng, J Zheng, Z Zhang
2022 European Conference on Computer Vision (ECCV'2022), 2022
42022
Robust Attentional Pooling via Feature Selection
J Zheng, TY Lee, C Feng, X Lit, Z Zhang
2018 24th International Conference on Pattern Recognition (ICPR), 2038-2043, 2018
42018
Compressive sensing based spectrum sharing and coexistence for machine-to-machine communications
X Li, J Zheng, M Zhang
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
32017
E-ViLM: Efficient Video-Language Model via Masked Video Modeling with Semantic Vector-Quantized Tokenizer
Jacob Zhiyuan Fang, Skyler (Jian) Zheng, Vasu Sharma, Robinson Piramuthu
arXiv preprint arXiv:2311.17267, 2023
2*2023
How Do Large Multimodal Models Really Fare in Classical Vision Few-Shot Challenges? A Deep Dive
Q Guo, P Wanigasekara, J Zheng, JZ Fang, X Deng, C Tao
R0-FoMo: Robustness of Few-shot and Zero-shot Learning in Large Foundation …, 2023
12023
FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation
Xuehai He, Jian Zheng, Jacob Zhiyuan Fang, Robinson Piramuthu, Mohit Bansal ...
Transactions on Machine Learning Research (TMLR), 2025
2025
FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation
X He, J Zheng, JZ Fang, R Piramuthu, M Bansal, V Ordonez, ...
AI4CC Workshop CVPR 2024, 2024
2024
Active regression with compressive-sensing based outlier mitigation for both small and large outliers
J Zheng, X Li
2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016
2016
Text-to-image Editing by Image Information Removal Supplementary
Z Zhang, J Zheng, JZ Fang, BA Plummer
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Articles 1–19