Jianwei Yang

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Georgia Institute of Technology ∙ Virginia Polytechnic Institute and State University

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Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding

This paper presents a new Vision Transformer (ViT) architecture Multi-Sc...
03/29/2021 ∙ by Pengchuan Zhang, et al. ∙ 9 ∙ share

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VinVL: Making Visual Representations Matter in Vision-Language Models

This paper presents a detailed study of improving visual representations...
01/02/2021 ∙ by Pengchuan Zhang, et al. ∙ 10 ∙ share

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Object-Centric Diagnosis of Visual Reasoning

When answering questions about an image, it not only needs knowing what ...
12/21/2020 ∙ by Jianwei Yang, et al. ∙ 1 ∙ share

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Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language

Neuro-symbolic representations have proved effective in learning structu...
11/18/2020 ∙ by Hassan Akbari, et al. ∙ 18 ∙ share

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Embodied Visual Recognition

Passive visual systems typically fail to recognize objects in the amodal...
04/09/2019 ∙ by Jianwei Yang, et al. ∙ 22 ∙ share

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Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition

In an open-world setting, it is inevitable that an intelligent agent (e....
10/01/2018 ∙ by Jianwei Yang, et al. ∙ 20 ∙ share

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Graph R-CNN for Scene Graph Generation

We propose a novel scene graph generation model called Graph R-CNN, that...
08/01/2018 ∙ by Jianwei Yang, et al. ∙ 6 ∙ share

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Neural Baby Talk

We introduce a novel framework for image captioning that can produce nat...
03/27/2018 ∙ by Jiasen Lu, et al. ∙ 0 ∙ share

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Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model

We present a novel training framework for neural sequence models, partic...
06/05/2017 ∙ by Jiasen Lu, et al. ∙ 0 ∙ share

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LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation

We present LR-GAN: an adversarial image generation model which takes sce...
03/05/2017 ∙ by Jianwei Yang, et al. ∙ 0 ∙ share

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Hierarchical Question-Image Co-Attention for Visual Question Answering

A number of recent works have proposed attention models for Visual Quest...
05/31/2016 ∙ by Jiasen Lu, et al. ∙ 0 ∙ share

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Joint Unsupervised Learning of Deep Representations and Image Clusters

In this paper, we propose a recurrent framework for Joint Unsupervised L...
04/13/2016 ∙ by Jianwei Yang, et al. ∙ 0 ∙ share

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Learn Convolutional Neural Network for Face Anti-Spoofing

Though having achieved some progresses, the hand-crafted texture feature...
08/24/2014 ∙ by Jianwei Yang, et al. ∙ 0 ∙ share

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