Simplifying Reinforced Feature Selection via Restructured Choice Strategy of Single Agent

Sep 19, 2020
Xiaosa Zhao, Kunpeng Liu, Wei Fan, Lu Jiang, Xiaowei Zhao, Minghao Yin, Yanjie Fu

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Text as Neural Operator: Image Manipulation by Text Instruction

Aug 12, 2020
Tianhao Zhang, Hung-Yu Tseng, Lu Jiang, Honglak Lee, Irfan Essa, Weilong Yang

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RetrieveGAN: Image Synthesis via Differentiable Patch Retrieval

Jul 16, 2020
Hung-Yu Tseng, Hsin-Ying Lee, Lu Jiang, Ming-Hsuan Yang, Weilong Yang

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* ECCV 2020 

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AdvAug: Robust Adversarial Augmentation for Neural Machine Translation

Jul 03, 2020
Yong Cheng, Lu Jiang, Wolfgang Macherey, Jacob Eisenstein

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* published at ACL2020 

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SimAug: Learning Robust Representations from 3D Simulation for Pedestrian Trajectory Prediction in Unseen Cameras

Apr 04, 2020
Junwei Liang, Lu Jiang, Alexander Hauptmann

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Controllable and Progressive Image Extrapolation

Dec 25, 2019
Yijun Li, Lu Jiang, Ming-Hsuan Yang

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Neural Design Network: Graphic Layout Generation with Constraints

Dec 19, 2019
Hsin-Ying Lee, Weilong Yang, Lu Jiang, Madison Le, Irfan Essa, Haifeng Gong, Ming-Hsuan Yang

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The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction

Dec 17, 2019
Junwei Liang, Lu Jiang, Kevin Murphy, Ting Yu, Alexander Hauptmann

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* Code, models and dataset are available at: https://next.cs.cmu.edu/multiverse/index.html 

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Synthetic vs Real: Deep Learning on Controlled Noise

Nov 21, 2019
Lu Jiang, Di Huang, Weilong Yang

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Confident Learning: Estimating Uncertainty in Dataset Labels

Oct 31, 2019
Curtis G. Northcutt, Lu Jiang, Isaac L. Chuang

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Feature Partitioning for Efficient Multi-Task Architectures

Aug 12, 2019
Alejandro Newell, Lu Jiang, Chong Wang, Li-Jia Li, Jia Deng

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Robust Neural Machine Translation with Doubly Adversarial Inputs

Jun 06, 2019
Yong Cheng, Lu Jiang, Wolfgang Macherey

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* Accepted by ACL 2019 

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State-aware Re-identification Feature for Multi-target Multi-camera Tracking

Jun 04, 2019
Peng Li, Jiabin Zhang, Zheng Zhu, Yanwei Li, Lu Jiang, Guan Huang

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* To appear in CVPR-2019 TRMTMCT Workshop 

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Revisiting EmbodiedQA: A Simple Baseline and Beyond

Apr 08, 2019
Yu Wu, Lu Jiang, Yi Yang

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Peeking into the Future: Predicting Future Person Activities and Locations in Videos

Mar 25, 2019
Junwei Liang, Lu Jiang, Juan Carlos Niebles, Alexander Hauptmann, Li Fei-Fei

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Let's Transfer Transformations of Shared Semantic Representations

Mar 02, 2019
Nam Vo, Lu Jiang, James Hays

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Contrastive Adaptation Network for Unsupervised Domain Adaptation

Jan 04, 2019
Guoliang Kang, Lu Jiang, Yi Yang, Alexander G Hauptmann

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Composing Text and Image for Image Retrieval - An Empirical Odyssey

Dec 18, 2018
Nam Vo, Lu Jiang, Chen Sun, Kevin Murphy, Li-Jia Li, Li Fei-Fei, James Hays

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MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels

Aug 13, 2018
Lu Jiang, Zhengyuan Zhou, Thomas Leung, Li-Jia Li, Li Fei-Fei

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* published at ICML 2018 

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Decoupled Novel Object Captioner

Aug 11, 2018
Yu Wu, Linchao Zhu, Lu Jiang, Yi Yang

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* Accepted to ACM MM 2018 

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Graph Distillation for Action Detection with Privileged Modalities

Jul 27, 2018
Zelun Luo, Jun-Ting Hsieh, Lu Jiang, Juan Carlos Niebles, Li Fei-Fei

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* ECCV 2018 

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Focal Visual-Text Attention for Visual Question Answering

Jun 05, 2018
Junwei Liang, Lu Jiang, Liangliang Cao, Li-Jia Li, Alexander Hauptmann

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Self-paced Learning for Weakly Supervised Evidence Discovery in Multimedia Event Search

Oct 23, 2017
Mengyi Liu, Lu Jiang, Shiguang Shan, Alexander G. Hauptmann

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* This paper has been withdrawn by the author due to a crucial error in tables 

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MemexQA: Visual Memex Question Answering

Aug 04, 2017
Lu Jiang, Junwei Liang, Liangliang Cao, Yannis Kalantidis, Sachin Farfade, Alexander Hauptmann

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* https://memexqa.cs.cmu.edu/ 

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Video Representation Learning and Latent Concept Mining for Large-scale Multi-label Video Classification

Jul 25, 2017
Po-Yao Huang, Ye Yuan, Zhenzhong Lan, Lu Jiang, Alexander G. Hauptmann

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What Objective Does Self-paced Learning Indeed Optimize?

Nov 01, 2016
Deyu Meng, Qian Zhao, Lu Jiang

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* 25 pages, 1 figures 

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