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Initialization Matters: Regularizing Manifold-informed Initialization for Neural Recommendation Systems

Jun 09, 2021
Yinan Zhang, Boyang Li, Yong Liu, Hao Wang, Chunyan Miao

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Dense Nested Attention Network for Infrared Small Target Detection

Jun 01, 2021
Boyang Li, Chao Xiao, Longguang Wang, Yingqian Wang, Zaiping Lin, Miao Li, Wei An, Yulan Guo

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Non-Convex Tensor Low-Rank Approximation for Infrared Small Target Detection

May 31, 2021
Ting Liu, Jungang Yang, Boyang Li, Chao Xiao, Yang Sun, Yingqian Wang, Wei An

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Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection

Apr 19, 2021
Xu Guo, Boyang Li, Han Yu, Chunyan Miao

* 14 pages, 5 figures, NAACL conference 

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Noise-resistant Deep Metric Learning with Ranking-based Instance Selection

Apr 12, 2021
Chang Liu, Han Yu, Boyang Li, Zhiqi Shen, Zhanning Gao, Peiran Ren, Xuansong Xie, Lizhen Cui, Chunyan Miao

* Accepted by CVPR 2021 

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HYDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks

Mar 01, 2021
Yuanyuan Chen, Boyang Li, Han Yu, Pengcheng Wu, Chunyan Miao

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VisualGPT: Data-efficient Image Captioning by Balancing Visual Input and Linguistic Knowledge from Pretraining

Feb 20, 2021
Jun Chen, Han Guo, Kai Yi, Boyang Li, Mohamed Elhoseiny

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Federated Learning with Diversified Preference for Humor Recognition

Dec 03, 2020
Xu Guo, Pengwei Xing, Siwei Feng, Boyang Li, Chunyan Miao

* 12 pages, 6 figures 

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Data-efficient Alignment of Multimodal Sequences by Aligning Gradient Updates and Internal Feature Distributions

Nov 15, 2020
Jianan Wang, Boyang Li, Xiangyu Fan, Jing Lin, Yanwei Fu

* This paper is accepted to WACV2021 

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Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains

Jul 29, 2020
Yixiao Lan, Yuan Liu, Boyang Li

* 11 pages,8 figures 

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Long-tail Visual Relationship Recognition with a Visiolinguistic Hubless Loss

Apr 20, 2020
Sherif Abdelkarim, Panos Achlioptas, Jiaji Huang, Boyang Li, Kenneth Church, Mohamed Elhoseiny

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Searching for Stage-wise Neural Graphs In the Limit

Dec 30, 2019
Xin Zhou, Dejing Dou, Boyang Li

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Does Interpretability of Neural Networks Imply Adversarial Robustness?

Dec 07, 2019
Adam Noack, Isaac Ahern, Dejing Dou, Boyang Li

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NormLime: A New Feature Importance Metric for Explaining Deep Neural Networks

Oct 15, 2019
Isaac Ahern, Adam Noack, Luis Guzman-Nateras, Dejing Dou, Boyang Li, Jun Huan

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Real-Time Adversarial Attacks

May 31, 2019
Yuan Gong, Boyang Li, Christian Poellabauer, Yiyu Shi

* To Appear in the Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019) 

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Exploiting Computation Power of Blockchain for Biomedical Image Segmentation

Apr 15, 2019
Boyang Li, Changhao Chenli, Xiaowei Xu, Taeho Jung, Yiyu Shi

* CVPR 2019 workshop 

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A Multi-task Neural Approach for Emotion Attribution, Classification and Summarization

Dec 21, 2018
Guoyun Tu, Yanwei Fu, Boyang Li, Jiarui Gao, Yu-Gang Jiang, Xiangyang Xue

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Joint Event Detection and Description in Continuous Video Streams

Apr 13, 2018
Huijuan Xu, Boyang Li, Vasili Ramanishka, Leonid Sigal, Kate Saenko

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A Neural Multi-sequence Alignment TeCHnique (NeuMATCH)

Apr 09, 2018
Pelin Dogan, Boyang Li, Leonid Sigal, Markus Gross

* Accepted at CVPR 2018 (Spotlight). arXiv file includes the paper and the supplemental material 

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Learning Joint Gaussian Representations for Movies, Actors, and Literary Characters

Apr 06, 2018
Hannah Kim, Denys Katerenchuk, Daniel Billet, Haesun Park, Boyang Li

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Annotating High-Level Structures of Short Stories and Personal Anecdotes

Feb 27, 2018
Boyang Li, Beth Cardier, Tong Wang, Florian Metze

* 7 pages, 2 figures and 3 tables. Accepted at the LREC 2018 conference 

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Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization

Feb 20, 2018
Baohan Xu, Yanwei Fu, Yu-Gang Jiang, Boyang Li, Leonid Sigal

* IEEE Transactions on Affective Computing. 2016 
* 13 pages, 11 figures. Published at the IEEE Transactions on Affective Computing 

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Predicting the Quality of Short Narratives from Social Media

Jul 08, 2017
Tong Wang, Ping Chen, Boyang Li

* 7 pages, 2 figures. Accepted at the 2017 IJCAI conference 

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