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Projection Robust Wasserstein Distance and Riemannian Optimization
Projection robust Wasserstein (PRW) distance, or Wasserstein projection ...
06/12/2020 ∙ by Tianyi Lin, et al. ∙
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Federated Generative Adversarial Learning
This work studies training generative adversarial networks under the fed...
05/07/2020 ∙ by Chenyou Fan, et al. ∙
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Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering
In this paper, we propose a novel end-to-end trainable Video Question An...
04/08/2019 ∙ by Chenyou Fan, et al. ∙
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Joint Person Segmentation and Identification in Synchronized First- and Third-person Videos
In a world in which cameras are becoming more and more pervasive, scenes...
03/29/2018 ∙ by Mingze Xu, et al. ∙
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Improved Oracle Complexity of Variance Reduced Methods for Nonsmooth Convex Stochastic Composition Optimization
We consider the nonsmooth convex composition optimization problem where ...
02/07/2018 ∙ by Tianyi Lin, et al. ∙
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Improved Incremental First-Order Oracle Complexity of Variance Reduced Methods for Nonsmooth Convex Stochastic Composition Optimization
We consider the nonsmooth convex composition optimization problem where ...
02/07/2018 ∙ by Tianyi Lin, et al. ∙
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Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction
Deep learning methods have surpassed the performance of traditional tech...
01/11/2018 ∙ by Mingze Xu, et al. ∙
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Forecasting Hands and Objects in Future Frames
This paper presents an approach to forecast future presence and location...
05/20/2017 ∙ by Chenyou Fan, et al. ∙
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DeepDiary: Automatic Caption Generation for Lifelogging Image Streams
Lifelogging cameras capture everyday life from a first-person perspectiv...
08/12/2016 ∙ by Chenyou Fan, et al. ∙
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Learning Latent Sub-events in Activity Videos Using Temporal Attention Filters
In this paper, we newly introduce the concept of temporal attention filt...
05/26/2016 ∙ by AJ Piergiovanni, et al. ∙
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