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Yezhou Yang

Arizona State University

Efficient Robotic Object Search via HIEM: Hierarchical Policy Learning with Intrinsic-Extrinsic Modeling

Oct 16, 2020
Xin Ye, Yezhou Yang


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MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering

Sep 18, 2020
Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang

* Accepted to EMNLP 2020, Long Papers 

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Low to High Dimensional Modality Hallucination using Aggregated Fields of View

Jul 13, 2020
Kausic Gunasekar, Qiang Qiu, Yezhou Yang

* IEEE Robotics and Automation Letters, vol. 5, no. 2, pp. 1983-1990, April 2020 

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Weak Supervision and Referring Attention for Temporal-Textual Association Learning

Jun 27, 2020
Zhiyuan Fang, Shu Kong, Zhe Wang, Charless Fowlkes, Yezhou Yang

* 12 pages, 6 figures 

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Resisting the Distracting-factors in Pedestrian Detection

May 15, 2020
Zhe Wang, Jun Wang, Yezhou Yang

* 17 pages, 5 figures 

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ViTAA: Visual-Textual Attributes Alignment in Person Search by Natural Language

May 15, 2020
Zhe Wang, Zhiyuan Fang, Jun Wang, Yezhou Yang

* 18 pages, 6 figures 

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Learning hierarchical behavior and motion planning for autonomous driving

May 08, 2020
Jingke Wang, Yue Wang, Dongkun Zhang, Yezhou Yang, Rong Xiong


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Diverse Visuo-Lingustic Question Answering (DVLQA) Challenge

May 01, 2020
Shailaja Sampat, Yezhou Yang, Chitta Baral

* 12 pages, 6 figures 

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memeBot: Towards Automatic Image Meme Generation

Apr 30, 2020
Aadhavan Sadasivam, Kausic Gunasekar, Hasan Davulcu, Yezhou Yang


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Enabling Incremental Knowledge Transfer for Object Detection at the Edge

Apr 13, 2020
Mohammad Farhadi Bajestani, Mehdi Ghasemi, Sarma Vrudhula, Yezhou Yang

* 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop (CVPRW) 

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Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning

Mar 17, 2020
Zhiyuan Fang, Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang


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From Seeing to Moving: A Survey on Learning for Visual Indoor Navigation (VIN)

Feb 26, 2020
Xin Ye, Yezhou Yang


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VQA-LOL: Visual Question Answering under the Lens of Logic

Feb 19, 2020
Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang


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Good, Better, Best: Textual Distractors Generation for Multi-Choice VQA via Policy Gradient

Oct 21, 2019
Jiaying Lu, Xin Ye, Yi Ren, Yezhou Yang


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A Novel Design of Adaptive and Hierarchical Convolutional Neural Networks using Partial Reconfiguration on FPGA

Sep 05, 2019
Mohammad Farhadi, Mehdi Ghasemi, Yezhou Yang

* 2019 IEEE High Performance Extreme Computing Conference 

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Integrating Knowledge and Reasoning in Image Understanding

Jun 24, 2019
Somak Aditya, Yezhou Yang, Chitta Baral

* IJCAI 2019 
* 8 pages, 2 figures 

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Blocksworld Revisited: Learning and Reasoning to Generate Event-Sequences from Image Pairs

May 28, 2019
Tejas Gokhale, Shailaja Sampat, Zhiyuan Fang, Yezhou Yang, Chitta Baral

* 10 pages, 5 figures, for associated dataset, see https://asu-active-perception-group.github.io/bird_dataset_web/ 

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Fluorescence Image Histology Pattern Transformation using Image Style Transfer

May 15, 2019
Mohammadhassan Izadyyazdanabadi, Evgenii Belykh, Xiaochun Zhao, Leandro Borba Moreira, Sirin Gandhi, Claudio Cavallo, Jennifer Eschbacher, Peter Nakaji, Mark C. Preul, Yezhou Yang

* Submitted to Frontiers in Oncology 

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Active Adversarial Evader Tracking with a Probabilistic Pursuer under the Pursuit-Evasion Game Framework

Apr 19, 2019
Varun Chandra Jammula, Anshul Rai, Yezhou Yang


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Modularized Textual Grounding for Counterfactual Resilience

Apr 07, 2019
Zhiyuan Fang, Shu Kong, Charless Fowlkes, Yezhou Yang

* 13 pages, 12 figures, IEEE Conference on Computer Vision and Pattern Recognition, 2019 

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GAPLE: Generalizable Approaching Policy LEarning for Robotic Object Searching in Indoor Environment

Mar 07, 2019
Xin Ye, Zhe Lin, Joon-Young Lee, Jianming Zhang, Shibin Zheng, Yezhou Yang


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TKD: Temporal Knowledge Distillation for Active Perception

Mar 04, 2019
Mohammad Farhadi, Yezhou Yang


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Image Decomposition and Classification through a Generative Model

Feb 09, 2019
Houpu Yao, Malcolm Regan, Yezhou Yang, Yi Ren


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Improving Model Robustness with Transformation-Invariant Attacks

Jan 31, 2019
Houpu Yao, Zhe Wang, Guangyu Nie, Yassine Mazboudi, Yezhou Yang, Yi Ren


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How Shall I Drive? Interaction Modeling and Motion Planning towards Empathetic and Socially-Graceful Driving

Jan 28, 2019
Yi Ren, Steven Elliott, Yiwei Wang, Yezhou Yang, Wenlong Zhang

* accepted to 2019 International Conference on Robotics and Automation 

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Spatial Knowledge Distillation to aid Visual Reasoning

Dec 11, 2018
Somak Aditya, Rudra Saha, Yezhou Yang, Chitta Baral

* Equal contribution by first two authors. Accepted in WACV 2019 

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Neural Style Transfer: A Review

Oct 30, 2018
Yongcheng Jing, Yezhou Yang, Zunlei Feng, Jingwen Ye, Yizhou Yu, Mingli Song

* Project page: https://github.com/ycjing/Neural-Style-Transfer-Papers 

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Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields

Oct 19, 2018
Yongcheng Jing, Yang Liu, Yezhou Yang, Zunlei Feng, Yizhou Yu, Dacheng Tao, Mingli Song

* Accepted by ECCV2018. Supplementary material: https://yongchengjing.com/pdf/strokeControllable_supp.pdf 

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