Yin Li

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University of Wisconsin-Madison ∙ Georgia Institute of Technology ∙ Carnegie Mellon University

Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning

Whole slide images (WSIs) have large resolutions and usually lack locali...
11/17/2020 ∙ by Bin Li, et al. ∙ 0 ∙ share

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ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles

Advanced video analytic systems, including scene classification and obje...
10/21/2020 ∙ by Ran Xu, et al. ∙ 6 ∙ share

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Comprehensive Image Captioning via Scene Graph Decomposition

We address the challenging problem of image captioning by revisiting the...
07/23/2020 ∙ by Yiwu Zhong, et al. ∙ 3 ∙ share

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Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation

Weakly supervised phrase grounding aims at learning region-phrase corres...
07/03/2020 ∙ by Liwei Wang, et al. ∙ 0 ∙ share

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In the Eye of the Beholder: Gaze and Actions in First Person Video

We address the task of jointly determining what a person is doing and wh...
05/31/2020 ∙ by Yin Li, et al. ∙ 0 ∙ share

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Interpretable and Accurate Fine-grained Recognition via Region Grouping

We present an interpretable deep model for fine-grained visual recogniti...
05/21/2020 ∙ by Zixuan Huang, et al. ∙ 8 ∙ share

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Obscure: Information-Theoretically Secure, Oblivious, and Verifiable Aggregation Queries on Secret-Shared Outsourced Data – Full Version

Despite exciting progress on cryptography, secure and efficient query pr...
04/27/2020 ∙ by Peeyush Gupta, et al. ∙ 0 ∙ share

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Gradients as Features for Deep Representation Learning

We address the challenging problem of deep representation learning–the e...
04/12/2020 ∙ by Fangzhou Mu, et al. ∙ 10 ∙ share

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Forecasting Human Object Interaction: Joint Prediction of Motor Attention and Egocentric Activity

We address the challenging task of anticipating human-object interaction...
11/25/2019 ∙ by Miao Liu, et al. ∙ 6 ∙ share

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Semi Supervised Phrase Localization in a Bidirectional Caption-Image Retrieval Framework

We introduce a novel deep neural network architecture that links visual ...
08/08/2019 ∙ by Deepan Das, et al. ∙ 5 ∙ share

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Paying More Attention to Motion: Attention Distillation for Learning Video Representations

We address the challenging problem of learning motion representations us...
04/05/2019 ∙ by Miao Liu, et al. ∙ 0 ∙ share

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Learning to Predict the Cosmological Structure Formation

Matter evolved under influence of gravity from minuscule density fluctua...
11/15/2018 ∙ by Siyu He, et al. ∙ 0 ∙ share

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Learning to Grasp Without Seeing

Can a robot grasp an unknown object without seeing it? In this paper, we...
05/10/2018 ∙ by Adithyavairavan Murali, et al. ∙ 0 ∙ share

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Privacy-Preserving Secret Shared Computations using MapReduce

Data outsourcing allows data owners to keep their data at untrusted clou...
01/31/2018 ∙ by Shlomi Dolev, et al. ∙ 0 ∙ share

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Deep Crisp Boundaries: From Boundaries to Higher-level Tasks

Edge detection has made significant progress with the help of deep Convo...
01/08/2018 ∙ by Yupei Wang, et al. ∙ 0 ∙ share

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Learning Two-Branch Neural Networks for Image-Text Matching Tasks

This paper investigates two-branch neural networks for image-text matchi...
04/11/2017 ∙ by Liwei Wang, et al. ∙ 0 ∙ share

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Learning Deep Structure-Preserving Image-Text Embeddings

This paper proposes a method for learning joint embeddings of images and...
11/19/2015 ∙ by Liwei Wang, et al. ∙ 0 ∙ share

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Unsupervised Learning of Edges

Data-driven approaches for edge detection have proven effective and achi...
11/13/2015 ∙ by Yin Li, et al. ∙ 0 ∙ share

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The Secrets of Salient Object Segmentation

In this paper we provide an extensive evaluation of fixation prediction ...
06/11/2014 ∙ by Yin Li, et al. ∙ 0 ∙ share

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Yin Li

Featured Co-authors

Wei Chen

Barnabas Poczos

Dong Yu

Liwei Wang

Bin Li

Abhinav Gupta

Xin Chen

Alan L. Yuille

Kun Xu

Yingyu Liang

James M. Rehg

Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning

ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles

Comprehensive Image Captioning via Scene Graph Decomposition

Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation

In the Eye of the Beholder: Gaze and Actions in First Person Video

Interpretable and Accurate Fine-grained Recognition via Region Grouping

Obscure: Information-Theoretically Secure, Oblivious, and Verifiable Aggregation Queries on Secret-Shared Outsourced Data – Full Version

Gradients as Features for Deep Representation Learning

Forecasting Human Object Interaction: Joint Prediction of Motor Attention and Egocentric Activity

Semi Supervised Phrase Localization in a Bidirectional Caption-Image Retrieval Framework

Paying More Attention to Motion: Attention Distillation for Learning Video Representations

Learning to Predict the Cosmological Structure Formation

Learning to Grasp Without Seeing

Privacy-Preserving Secret Shared Computations using MapReduce

Deep Crisp Boundaries: From Boundaries to Higher-level Tasks

Learning Two-Branch Neural Networks for Image-Text Matching Tasks

Learning Deep Structure-Preserving Image-Text Embeddings

Unsupervised Learning of Edges

The Secrets of Salient Object Segmentation