Следене
Mengjiao Wang
Mengjiao Wang
Applied Research Scientist at Meta AI
Потвърден имейл адрес: fb.com
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Позовавания
Позовавания
Година
Unsupervised Vision-and-Language Pre-training via Retrieval-based Multi-Granular Alignment
M Zhou, L Yu, A Singh, M Wang, Z Yu, N Zhang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
312022
An Adversarial Neuro-Tensorial Approach For Learning Disentangled Representations
M Wang, Z Shu, S Cheng, Y Panagakis, D Samaras, S Zafeiriou
International Journal of Computer Vision, 2019
252019
Learning the Multilinear Structure of Visual Data
M Wang, Y Panagakis, P Snape, S Zafeiriou
International Conference on Computer Vision & Pattern Recognition (CVPR), 2017
232017
Commercemm: Large-scale commerce multimodal representation learning with omni retrieval
L Yu, J Chen, A Sinha, M Wang, Y Chen, TL Berg, N Zhang
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
202022
Facial Expression Synthesis using a Global-Local Multilinear Framework
M Wang, D Bradley, S Zafeiriou, T Beeler
Computer Graphics Forum 39, 235-245, 2020
182020
Disentangling the Modes of Variation in Unlabelled Data
M Wang, Y Panagakis, P Snape, S Zafeiriou
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018
162018
Amazon Shop the Look: A Visual Search System for Fashion and Home
M Du, A Ramisa, AK KC, S Chanda, M Wang, N Rajesh, S Li, Y Hu, ...
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
102022
FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning
S Mirchandani, L Yu, M Wang, A Sinha, W Jiang, T Xiang, N Zhang
Conference on Empirical Methods in Natural Language Processing (EMNLP) 2022, 2022
92022
LoopITR: Combining Dual and Cross Encoder Architectures for Image-Text Retrieval
J Lei, X Chen, N Zhang, M Wang, M Bansal, TL Berg, L Yu
arXiv preprint arXiv:2203.05465, 2022
92022
Que2engage: Embedding-based retrieval for relevant and engaging products at facebook marketplace
Y He, Y Tian, M Wang, F Chen, L Yu, M Tang, C Chen, N Zhang, B Kuang, ...
Companion Proceedings of the ACM Web Conference 2023, 386-390, 2023
62023
Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality
H Singh, P Zhang, Q Wang, M Wang, W Xiong, J Du, Y Chen
arXiv preprint arXiv:2305.13812, 2023
22023
Multilinear methods for disentangling variations with applications to facial analysis
M Wang
Imperial College London, 2020
2020
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