Boosting Few-Shot Learning With Adaptive Margin Loss

May 28, 2020
Aoxue Li, Weiran Huang, Xu Lan, Jiashi Feng, Zhenguo Li, Liwei Wang

* Accepted by CVPR 2020 

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RAIN: Robust and Accurate Classification Networks with Randomization and Enhancement

Apr 24, 2020
Jiawei Du, Hanshu Yan, Joey Tianyi Zhou, Rick Siow Mong Goh, Jiashi Feng


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PANDA: Prototypical Unsupervised Domain Adaptation

Apr 12, 2020
Dapeng Hu, Jian Liang, Qibin Hou, Hanshu Yan, Yunpeng Chen, Shuicheng Yan, Jiashi Feng


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Strip Pooling: Rethinking Spatial Pooling for Scene Parsing

Mar 30, 2020
Qibin Hou, Li Zhang, Ming-Ming Cheng, Jiashi Feng

* Published as a CVPR2020 paper 

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A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation

Mar 05, 2020
Jian Liang, Yunbo Wang, Dapeng Hu, Ran He, Jiashi Feng


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Cross-layer Feature Pyramid Network for Salient Object Detection

Feb 25, 2020
Zun Li, Congyan Lang, Junhao Liew, Qibin Hou, Yidong Li, Jiashi Feng

* 10 pages, 7 figures 

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Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation

Feb 20, 2020
Jian Liang, Dapeng Hu, Jiashi Feng


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MetaSelector: Meta-Learning for Recommendation with User-Level Adaptive Model Selection

Feb 13, 2020
Mi Luo, Fei Chen, Pengxiang Cheng, Zhenhua Dong, Xiuqiang He, Jiashi Feng, Zhenguo Li


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ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning

Feb 11, 2020
Weihao Yu, Zihang Jiang, Yanfei Dong, Jiashi Feng

* to be published in ICLR 2020 

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PPDM: Parallel Point Detection and Matching for Real-time Human-Object Interaction Detection

Dec 30, 2019
Yue Liao, Si Liu, Fei Wang, Yanjie Chen, Jiashi Feng

* Tech Report 

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RC-DARTS: Resource Constrained Differentiable Architecture Search

Dec 30, 2019
Xiaojie Jin, Jiang Wang, Joshua Slocum, Ming-Hsuan Yang, Shengyang Dai, Shuicheng Yan, Jiashi Feng

* Tech report 

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Zoom in to where it matters: a hierarchical graph based model for mammogram analysis

Dec 16, 2019
Hao Du, Jiashi Feng, Mengling Feng


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Efficient Differentiable Neural Architecture Search with Meta Kernels

Dec 10, 2019
Shoufa Chen, Yunpeng Chen, Shuicheng Yan, Jiashi Feng


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Classification Calibration for Long-tail Instance Segmentation

Nov 02, 2019
Tao Wang, Yu Li, Bingyi Kang, Junnan Li, Jun Hao Liew, Sheng Tang, Steven Hoi, Jiashi Feng

* This report presents our winning solution to LVIS 2019 challenge 

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Decoupling Representation and Classifier for Long-Tailed Recognition

Oct 21, 2019
Bingyi Kang, Saining Xie, Marcus Rohrbach, Zhicheng Yan, Albert Gordo, Jiashi Feng, Yannis Kalantidis


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On Robustness of Neural Ordinary Differential Equations

Oct 12, 2019
Hanshu Yan, Jiawei Du, Vincent Y. F. Tan, Jiashi Feng


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Adaptive ROI Generation for Video Object Segmentation Using Reinforcement Learning

Sep 27, 2019
Mingjie Sun, Jimin Xiao, Eng Gee Lim, Yanchu Xie, Jiashi Feng


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Revisit Knowledge Distillation: a Teacher-free Framework

Sep 25, 2019
Li Yuan, Francis E. H. Tay, Guilin Li, Tao Wang, Jiashi Feng


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Hierarchic Neighbors Embedding

Sep 16, 2019
Shenglan Liu, Yang Yu, Yang Liu, Hong Qiao, Lin Feng, Jiashi Feng


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PSGAN: Pose-Robust Spatial-Aware GAN for Customizable Makeup Transfer

Sep 16, 2019
Wentao Jiang, Si Liu, Chen Gao, Jie Cao, Ran He, Jiashi Feng, Shuicheng Yan


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Single-Stage Multi-Person Pose Machines

Aug 24, 2019
Xuecheng Nie, Jianfeng Zhang, Shuicheng Yan, Jiashi Feng

* To appear in ICCV 2019 

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Dynamic Kernel Distillation for Efficient Pose Estimation in Videos

Aug 24, 2019
Xuecheng Nie, Yuncheng Li, Linjie Luo, Ning Zhang, Jiashi Feng

* To appear in ICCV 2019 

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PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment

Aug 18, 2019
Kaixin Wang, Jun Hao Liew, Yingtian Zou, Daquan Zhou, Jiashi Feng

* 10 pages, 6 figures, ICCV 2019 

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Central Similarity Hashing via Hadamard matrix

Aug 01, 2019
Li Yuan, Tao Wang, Xiaopeng Zhang, Zequn Jie, Francis EH Tay, Jiashi Feng

* Codes: https://github.com/yuanli2333/Hadamard-Matrix-for-hashing 

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Deep Model Compression via Filter Auto-sampling

Jul 12, 2019
Daquan Zhou, Xiaojie Jin, Kaixin Wang, Jianchao Yang, Jiashi Feng


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Delving into 3D Action Anticipation from Streaming Videos

Jun 15, 2019
Hongsong Wang, Jiashi Feng


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VRED: A Position-Velocity Recurrent Encoder-Decoder for Human Motion Prediction

Jun 15, 2019
Hongsong Wang, Jiashi Feng


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