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Learning to Generate Scene Graph from Natural Language Supervision


Sep 06, 2021
Yiwu Zhong, Jing Shi, Jianwei Yang, Chenliang Xu, Yin Li

* Accepted to ICCV 2021 

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TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment


Aug 23, 2021
Jianwei Yang, Yonatan Bisk, Jianfeng Gao

* Accepted by ICCV 2021 

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Image Scene Graph Generation (SGG) Benchmark


Jul 27, 2021
Xiaotian Han, Jianwei Yang, Houdong Hu, Lei Zhang, Jianfeng Gao, Pengchuan Zhang


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Focal Self-attention for Local-Global Interactions in Vision Transformers


Jul 01, 2021
Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Xiyang Dai, Bin Xiao, Lu Yuan, Jianfeng Gao


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Efficient Self-supervised Vision Transformers for Representation Learning


Jun 17, 2021
Chunyuan Li, Jianwei Yang, Pengchuan Zhang, Mei Gao, Bin Xiao, Xiyang Dai, Lu Yuan, Jianfeng Gao

* 24 pages, 12 figures, file size 13.6MB 

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


Mar 29, 2021
Pengchuan Zhang, Xiyang Dai, Jianwei Yang, Bin Xiao, Lu Yuan, Lei Zhang, Jianfeng Gao


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VinVL: Making Visual Representations Matter in Vision-Language Models


Jan 02, 2021
Pengchuan Zhang, Xiujun Li, Xiaowei Hu, Jianwei Yang, Lei Zhang, Lijuan Wang, Yejin Choi, Jianfeng Gao


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Object-Centric Diagnosis of Visual Reasoning


Dec 21, 2020
Jianwei Yang, Jiayuan Mao, Jiajun Wu, Devi Parikh, David D. Cox, Joshua B. Tenenbaum, Chuang Gan


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


Nov 18, 2020
Hassan Akbari, Hamid Palangi, Jianwei Yang, Sudha Rao, Asli Celikyilmaz, Roland Fernandez, Paul Smolensky, Jianfeng Gao, Shih-Fu Chang


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Novel Human-Object Interaction Detection via Adversarial Domain Generalization


May 22, 2020
Yuhang Song, Wenbo Li, Lei Zhang, Jianwei Yang, Emre Kiciman, Hamid Palangi, Jianfeng Gao, C. -C. Jay Kuo, Pengchuan Zhang


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Embodied Visual Recognition


Apr 09, 2019
Jianwei Yang, Zhile Ren, Mingze Xu, Xinlei Chen, David Crandall, Devi Parikh, Dhruv Batra

* 14 pages, 13 figures, technical report 

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Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition


Oct 01, 2018
Jianwei Yang, Jiasen Lu, Stefan Lee, Dhruv Batra, Devi Parikh

* 18 pages, 10 figures, Oral Presentation in Conference on Robot Learning (CoRL) 2018 

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Graph R-CNN for Scene Graph Generation


Aug 01, 2018
Jianwei Yang, Jiasen Lu, Stefan Lee, Dhruv Batra, Devi Parikh

* 16 pages, ECCV 2018 camera ready 

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Neural Baby Talk


Mar 27, 2018
Jiasen Lu, Jianwei Yang, Dhruv Batra, Devi Parikh

* 12 pages, 7 figures, CVPR 2018 

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


Oct 27, 2017
Jiasen Lu, Anitha Kannan, Jianwei Yang, Devi Parikh, Dhruv Batra

* 11 pages, 3 figures 

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


Aug 02, 2017
Jianwei Yang, Anitha Kannan, Dhruv Batra, Devi Parikh

* 21 pages, 22 figures, published as a conference paper at ICLR 2017, code available on GitHub 

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Hierarchical Question-Image Co-Attention for Visual Question Answering


Jan 19, 2017
Jiasen Lu, Jianwei Yang, Dhruv Batra, Devi Parikh

* 11 pages, 7 figures, 3 tables in 2016 Conference on Neural Information Processing Systems (NIPS) 

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Joint Unsupervised Learning of Deep Representations and Image Clusters


Jun 20, 2016
Jianwei Yang, Devi Parikh, Dhruv Batra

* 19 pages, 11 figures, 14 tables, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 

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Learn Convolutional Neural Network for Face Anti-Spoofing


Aug 26, 2014
Jianwei Yang, Zhen Lei, Stan Z. Li

* 8 pages, 9 figures, 7 tables 

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