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Junjie Ke
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MUSIQ: Multi-scale image quality transformer
J Ke, Q Wang, Y Wang, P Milanfar, F Yang
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
4662021
Adversarially adaptive normalization for single domain generalization
X Fan, Q Wang, J Ke, F Yang, B Gong, M Zhou
Proceedings of the IEEE/CVF conference on Computer Vision and Pattern …, 2021
1292021
Rich features for perceptual quality assessment of UGC videos
Y Wang, J Ke, H Talebi, JG Yim, N Birkbeck, B Adsumilli, P Milanfar, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
802021
VILA: Learning image aesthetics from user comments with vision-language pretraining
J Ke, K Ye, J Yu, Y Wu, P Milanfar, F Yang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
432023
Rich human feedback for text-to-image generation
Y Liang, J He, G Li, P Li, A Klimovskiy, N Carolan, J Sun, J Pont-Tuset, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
192024
Forward–forward training of an optical neural network
I Oguz, J Ke, Q Weng, F Yang, M Yildirim, NU Dinc, JL Hsieh, C Moser, ...
Optics Letters 48 (20), 5249-5252, 2023
152023
Multi-path neural networks for on-device multi-domain visual classification
Q Wang, J Ke, J Greaves, G Chu, G Bender, L Sbaiz, A Go, A Howard, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
112021
Parrot: Pareto-optimal multi-reward reinforcement learning framework for text-to-image generation
SH Lee, Y Li, J Ke, I Yoo, H Zhang, J Yu, Q Wang, F Deng, G Entis, J He, ...
arXiv preprint arXiv:2401.05675, 2024
52024
MRET: Multi-resolution transformer for video quality assessment
J Ke, T Zhang, Y Wang, P Milanfar, F Yang
Frontiers in Signal Processing 3, 1137006, 2023
42023
Cluster based photo navigation
G Zhou, LY Chen, H Lou, J Ke, H Chen, D Kong, DR Gallup
US Patent 9,740,936, 2017
42017
Systems and Methods for Generation of Machine-Learned Multitask Models
Q Wang, J Ke, G Chu, GM Bender, L Sbaiz, F Yang, AG Howard, AM Go, ...
US Patent App. 18/014,314, 2023
22023
Evaluating visual quality of digital content
C Shyu, L Li, F Yang, J Ke, X Luo, H Feng, CH Chen, W Kang, Z Xia, ...
US Patent App. 17/760,535, 2022
22022
Revisiting the Efficiency of UGC Video Quality Assessment
Y Wang, JG Yim, N Birkbeck, J Ke, H Talebi, X Chen, F Yang, B Adsumilli
2022 IEEE International Conference on Image Processing (ICIP), 3016-3020, 2022
12022
Cropper: Vision-Language Model for Image Cropping through In-Context Learning
SH Lee, J Ke, Y Li, J He, S Hickson, K Datsenko, S Kim, MH Yang, I Essa, ...
arXiv preprint arXiv:2408.07790, 2024
2024
ArtVLM: Attribute Recognition Through Vision-Based Prefix Language Modeling
WY Zhu, K Ye, J Ke, J Yu, L Guibas, P Milanfar, F Yang
arXiv preprint arXiv:2408.04102, 2024
2024
Optical Diffusion Models for Image Generation
I Oguz, NU Dinc, M Yildirim, J Ke, I Yoo, Q Wang, F Yang, C Moser, ...
arXiv preprint arXiv:2407.10897, 2024
2024
Neural networks with adaptive standardization and rescaling
Q Wang, J Ke, F Yang, G Boqing, X Fan
US Patent App. 18/289,100, 2024
2024
Multi-scale Transformer for Image Analysis
J Ke, F Yang, Q Wang, Y Wang, P Milanfar
US Patent App. 18/527,528, 2024
2024
Local loss function based single pass training of optical neural networks
I Oguz, J Ke, Q Wang, F Yang, M Yildirim, NU Dinc, JL Hsieh, C Moser, ...
AI and Optical Data Sciences V, PC129030L, 2024
2024
Multi-scale transformer for image analysis
J Ke, F Yang, Q Wang, Y Wang, P Milanfar
US Patent 11,887,270, 2024
2024
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