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Triplet is All You Need with Random Mappings for Unsupervised Visual Representation Learning


Jul 22, 2021
Wenbin Li, Xuesong Yang, Meihao Kong, Lei Wang, Jing Huo, Yang Gao, Jiebo Luo

* 12 pages 

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Differentiable Architecture Pruning for Transfer Learning


Jul 07, 2021
Nicolo Colombo, Yang Gao

* 19 pages (main + appendix), 7 figures and 1 table, Workshop @ ICML 2021, 24th July 2021 

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Do You Listen with One or Two Microphones? A Unified ASR Model for Single and Multi-Channel Audio


Jun 28, 2021
Gokce Keskin, Minhua Wu, Brian King, Harish Mallidi, Yang Gao, Jasha Droppo, Ariya Rastrow, Roland Maas


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Cross-Lingual Abstractive Summarization with Limited Parallel Resources


Jun 13, 2021
Yu Bai, Yang Gao, Heyan Huang

* Accepted by ACL 2021 

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Keyframe-Focused Visual Imitation Learning


Jun 11, 2021
Chuan Wen, Jierui Lin, Jianing Qian, Yang Gao, Dinesh Jayaraman

* 14 pages, 7 figures, ICML2021 

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ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation


Jun 09, 2021
Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao

* 16 pages, 10 figures 

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Feature-based Style Randomization for Domain Generalization


Jun 06, 2021
Yue Wang, Lei Qi, Yinghuan Shi, Yang Gao


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Prediction or Comparison: Toward Interpretable Qualitative Reasoning


Jun 04, 2021
Mucheng Ren, Heyan Huang, Yang Gao

* 12 pages. Accepted as ACL2021 Findings 

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Deep Learning Traversability Estimator for Mobile Robots in Unstructured Environments


May 23, 2021
Marco Visca, Sampo Kuutti, Roger Powell, Yang Gao, Saber Fallah

* Under Review in Towards Autonomous Robotic Systems Conference (TAROS) 2021 

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Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation


May 17, 2021
Kelei He, Wen Ji, Tao Zhou, Zhuoyuan Li, Jing Huo, Xin Zhang, Yang Gao, Dinggang Shen, Bing Zhang, Junfeng Zhang


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Attention-based Neural Beamforming Layers for Multi-channel Speech Recognition


May 14, 2021
Bhargav Pulugundla, Yang Gao, Brian King, Gokce Keskin, Harish Mallidi, Minhua Wu, Jasha Droppo, Roland Maas


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Adapting by Pruning: A Case Study on BERT


May 07, 2021
Yang Gao, Nicolo Colombo, Wei Wang


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CAT: Cross-Attention Transformer for One-Shot Object Detection


Apr 30, 2021
Weidong Lin, Yuyan Deng, Yang Gao, Ning Wang, Jinghao Zhou, Lingqiao Liu, Lei Zhang, Peng Wang

* 7 pages, 3 figures 

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Avalanche Photodetectors with Photon Trapping Structures for Biomedical Imaging Applications


Apr 27, 2021
Cesar Bartolo-Perez, Soroush Ghandiparsi, Ahmed S. Mayet, Hilal Cansizoglu, Yang Gao, Wayesh Qarony, Ahasan Ahamed, Shih-Yuan Wang, Simon R. Cherry, M. Saif Islam, Gerard Arino-Estrada


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Generalized Spoofing Detection Inspired from Audio Generation Artifacts


Apr 08, 2021
Yang Gao, Tyler Vuong, Mahsa Elyasi, Gaurav Bharaj, Rita Singh

* V0, Submitted to INTERSPEECH 2021 

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Conv1D Energy-Aware Path Planner for Mobile Robots in Unstructured Environments


Apr 04, 2021
Marco Visca, Arthur Bouton, Roger Powell, Yang Gao, Saber Fallah

* To be published in IEEE International Conference on Robotics and Automation (ICRA) 2021 

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Towards Self-Adaptive Metric Learning On the Fly


Apr 03, 2021
Yang Gao, Yi-Fan Li, Swarup Chandra, Latifur Khan, Bhavani Thuraisingham

* Accepted by WWW 2019 (Long Paper, Oral) 

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SetConv: A New Approach for Learning from Imbalanced Data


Apr 03, 2021
Yang Gao, Yi-Fan Li, Yu Lin, Charu Aggarwal, Latifur Khan

* Accepted by EMNLP 2020 (11 pages, 9 figures) 

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Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation


Mar 31, 2021
Xiangyu Yue, Zangwei Zheng, Shanghang Zhang, Yang Gao, Trevor Darrell, Kurt Keutzer, Alberto Sangiovanni Vincentelli

* CVPR 2021 

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Mining Latent Classes for Few-shot Segmentation


Mar 29, 2021
Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao

* 12 pages, 6 figures 

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NDT-Transformer: Large-Scale 3D Point Cloud Localisation using the Normal Distribution Transform Representation


Mar 23, 2021
Zhicheng Zhou, Cheng Zhao, Daniel Adolfsson, Songzhi Su, Yang Gao, Tom Duckett, Li Sun

* To be appear in ICRA2021 

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Accelerating Quantitative Susceptibility Mapping using Compressed Sensing and Deep Neural Network


Mar 17, 2021
Yang Gao, Martijn Cloos, Feng Liu, Stuart Crozier, G. Bruce Pike, Hongfu Sun

* 10 figures 

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Mutual Information State Intrinsic Control


Mar 15, 2021
Rui Zhao, Yang Gao, Pieter Abbeel, Volker Tresp, Wei Xu

* Published in International Conference on Learning Representations (ICLR 2021) as Spotlight (top 5%), Link: https://openreview.net/forum?id=OthEq8I5v1. arXiv admin note: text overlap with arXiv:2002.01963 

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Improving Context-Based Meta-Reinforcement Learning with Self-Supervised Trajectory Contrastive Learning


Mar 10, 2021
Bernie Wang, Simon Xu, Kurt Keutzer, Yang Gao, Bichen Wu


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A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning


Feb 07, 2021
Zekun Li, Wei Zhao, Feng Shi, Lei Qi, Xingzhi Xie, Ying Wei, Zhongxiang Ding, Yang Gao, Shangjie Wu, Jun Liu, Yinghuan Shi, Dinggang Shen

* To appear in Medical Image Analysis 

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Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation


Jan 18, 2021
Xiaoting Han, Lei Qi, Qian Yu, Ziqi Zhou, Yefeng Zheng, Yinghuan Shi, Yang Gao


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Reinforcement Learning with Latent Flow


Jan 06, 2021
Wenling Shang, Xiaofei Wang, Aravind Srinivas, Aravind Rajeswaran, Yang Gao, Pieter Abbeel, Michael Laskin


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