Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization

Nov 12, 2020
Tian Li, Xiang Chen, Shanghang Zhang, Zhen Dong, Kurt Keutzer

  Model/Code   API Access   Call/Text an Expert

* 5 pages, 1 figure 

  Access Paper or Ask Questions

Cross-Domain Sentiment Classification With Contrastive Learning and Mutual Information Maximization

Oct 30, 2020
Tian Li, Xiang Chen, Shanghang Zhang, Zhen Dong, Kurt Keutzer

  Model/Code   API Access   Call/Text an Expert

  Access Paper or Ask Questions

Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation

Oct 12, 2020
Bo Li, Yezhen Wang, Shanghang Zhang, Dongsheng Li, Trevor Darrell, Kurt Keutzer, Han Zhao

  Model/Code   API Access   Call/Text an Expert

* Preprint 

  Access Paper or Ask Questions

A Review of Single-Source Deep Unsupervised Visual Domain Adaptation

Sep 19, 2020
Sicheng Zhao, Xiangyu Yue, Shanghang Zhang, Bo Li, Han Zhao, Bichen Wu, Ravi Krishna, Joseph E. Gonzalez, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia, Kurt Keutzer

  Model/Code   API Access   Call/Text an Expert

  Access Paper or Ask Questions

Instance Adaptive Self-Training for Unsupervised Domain Adaptation

Aug 27, 2020
Ke Mei, Chuang Zhu, Jiaqi Zou, Shanghang Zhang

  Model/Code   API Access   Call/Text an Expert

* ECCV 2020 

  Access Paper or Ask Questions

Revisiting Mid-Level Patterns for Distant-Domain Few-Shot Recognition

Aug 07, 2020
Yixiong Zou, Shanghang Zhang, José M. F. Moura, JianPeng Yu, Yonghong Tian

  Model/Code   API Access   Call/Text an Expert

  Access Paper or Ask Questions

TCGM: An Information-Theoretic Framework for Semi-Supervised Multi-Modality Learning

Jul 14, 2020
Xinwei Sun, Yilun Xu, Peng Cao, Yuqing Kong, Lingjing Hu, Shanghang Zhang, Yizhou Wang

  Model/Code   API Access   Call/Text an Expert

* ECCV 2020 (oral) 

  Access Paper or Ask Questions

Rethinking Distributional Matching Based Domain Adaptation

Jul 03, 2020
Bo Li, Yezhen Wang, Tong Che, Shanghang Zhang, Sicheng Zhao, Pengfei Xu, Wei Zhou, Yoshua Bengio, Kurt Keutzer

  Model/Code   API Access   Call/Text an Expert

* Preprint version 

  Access Paper or Ask Questions

Transfer Learning or Self-supervised Learning? A Tale of Two Pretraining Paradigms

Jun 19, 2020
Xingyi Yang, Xuehai He, Yuxiao Liang, Yue Yang, Shanghang Zhang, Pengtao Xie

  Model/Code   API Access   Call/Text an Expert

  Access Paper or Ask Questions

Compositional Few-Shot Recognition with Primitive Discovery and Enhancing

May 26, 2020
Yixiong Zou, Shanghang Zhang, Ke Chen, José M. F. Moura, Yaowei Wang, Yonghong Tian

  Model/Code   API Access   Call/Text an Expert

  Access Paper or Ask Questions

Decoupling Global and Local Representations from/for Image Generation

Apr 12, 2020
Xuezhe Ma, Xiang Kong, Shanghang Zhang, Eduard Hovy

  Model/Code   API Access   Call/Text an Expert

* First version of preprint. 22 pages (plus appendix), 16 figures, 5 tables. Due to arxiv size constraints, this version is using downscaled images. Please download the full-resolution version from https://vixra.org/abs/2004.0222 

  Access Paper or Ask Questions

Decoupling Features and Coordinates for Few-shot RGB Relocalization

Nov 26, 2019
Siyan Dong, Songyin Wu, Yixin Zhuang, Shanghang Zhang, Kai Xu, Baoquan Chen

  Model/Code   API Access   Call/Text an Expert

* 8 pages 

  Access Paper or Ask Questions

Multi-source Distilling Domain Adaptation

Nov 22, 2019
Sicheng Zhao, Guangzhi Wang, Shanghang Zhang, Yang Gu, Yaxian Li, Zhichao Song, Pengfei Xu, Runbo Hu, Hua Chai, Kurt Keutzer

  Model/Code   API Access   Call/Text an Expert

* Accepted by AAAI 2020 

  Access Paper or Ask Questions

Generalized Zero-shot ICD Coding

Sep 28, 2019
Congzheng Song, Shanghang Zhang, Najmeh Sadoughi, Pengtao Xie, Eric Xing

  Model/Code   API Access   Call/Text an Expert

  Access Paper or Ask Questions

Dual Adversarial Semantics-Consistent Network for Generalized Zero-Shot Learning

Jul 12, 2019
Jian Ni, Shanghang Zhang, Haiyong Xie

  Model/Code   API Access   Call/Text an Expert

* 10 pages, 5 figures, 

  Access Paper or Ask Questions

Hierarchical Attention Networks for Knowledge Base Completion via Joint Adversarial Training

Oct 14, 2018
Chen Li, Xutan Peng, Shanghang Zhang, Jianxin Li, Lihong Wang

  Model/Code   API Access   Call/Text an Expert

  Access Paper or Ask Questions

Topology Adaptive Graph Convolutional Networks

Feb 11, 2018
Jian Du, Shanghang Zhang, Guanhang Wu, Jose M. F. Moura, Soummya Kar

  Model/Code   API Access   Call/Text an Expert

* 13 pages 

  Access Paper or Ask Questions

Multiple Source Domain Adaptation with Adversarial Training of Neural Networks

Oct 27, 2017
Han Zhao, Shanghang Zhang, Guanhang Wu, João P. Costeira, José M. F. Moura, Geoffrey J. Gordon

  Model/Code   API Access   Call/Text an Expert

  Access Paper or Ask Questions

FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras

Aug 01, 2017
Shanghang Zhang, Guanhang Wu, João P. Costeira, José M. F. Moura

  Model/Code   API Access   Call/Text an Expert

* Accepted by International Conference on Computer Vision (ICCV), 2017 

  Access Paper or Ask Questions

Understanding Traffic Density from Large-Scale Web Camera Data

Jun 30, 2017
Shanghang Zhang, Guanhang Wu, João P. Costeira, José M. F. Moura

  Model/Code   API Access   Call/Text an Expert

* Accepted by CVPR 2017. Preprint version was uploaded on http://welcome.isr.tecnico.ulisboa.pt/publications/understanding-traffic-density-from-large-scale-web-camera-data/ 

  Access Paper or Ask Questions