Novel Human-Object Interaction Detection via Adversarial Domain Generalization

May 22, 2020
Yuhang Song, Wenbo Li, Lei Zhang, Jianwei Yang, Emre Kiciman, Hamid Palangi, Jianfeng Gao, C. -C. Jay Kuo, Pengchuan Zhang


  Access Model/Code and Paper
Multi-View Matching (MVM): Facilitating Multi-Person 3D Pose Estimation Learning with Action-Frozen People Video

Apr 11, 2020
Yeji Shen, C. -C. Jay Kuo

* 16 pages, 6 figures, submitted JVCI 

  Access Model/Code and Paper
Efficient Sentence Embedding via Semantic Subspace Analysis

Mar 04, 2020
Bin Wang, Fenxiao Chen, Yuncheng Wang, C. -C. Jay Kuo

* 7 pages, 2 figures 

  Access Model/Code and Paper
SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models

Feb 16, 2020
Bin Wang, C. -C. Jay Kuo

* 13 pages, 3 figure, 8 tables 

  Access Model/Code and Paper
PointHop++: A Lightweight Learning Model on Point Sets for 3D Classification

Feb 09, 2020
Min Zhang, Yifan Wang, Pranav Kadam, Shan Liu, C. -C. Jay Kuo

* 4pages, 4 figures 

  Access Model/Code and Paper
PixelHop++: A Small Successive-Subspace-Learning-Based (SSL-based) Model for Image Classification

Feb 08, 2020
Yueru Chen, Mozhdeh Rouhsedaghat, Suya You, Raghuveer Rao, C. -C. Jay Kuo

* 5 pages, 5 figures, 4 tables, Submitted to ICIP 2020 

  Access Model/Code and Paper
Towards Disentangled Representations for Human Retargeting by Multi-view Learning

Dec 12, 2019
Chao Yang, Xiaofeng Liu, Qingming Tang, C. -C. Jay Kuo


  Access Model/Code and Paper
PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation

Nov 07, 2019
Can Qin, Haoxuan You, Lichen Wang, C. -C. Jay Kuo, Yun Fu

* 12 pages, 4 figures, 33rd Conference on Neural Information Processing Systems (NeurIPS 2019) 

  Access Model/Code and Paper
PixelHop: A Successive Subspace Learning (SSL) Method for Object Classification

Sep 17, 2019
Yueru Chen, C. -C. Jay Kuo

* 17 pages, 11 figures, 11 tables 

  Access Model/Code and Paper
Graph Representation Learning: A Survey

Sep 03, 2019
Fenxiao Chen, Yuncheng Wang, Bin Wang, C. -C. Jay Kuo


  Access Model/Code and Paper
PointHop: An Explainable Machine Learning Method for Point Cloud Classification

Jul 30, 2019
Min Zhang, Haoxuan You, Pranav Kadam, Shan Liu, C. -C. Jay Kuo

* 13 pages with 9 figures 

  Access Model/Code and Paper
An Interpretable Compression and Classification System: Theory and Applications

Jul 21, 2019
Tzu-Wei Tseng, Kai-Jiun Yang, C. -C. Jay Kuo, Shang-Ho, Tsai

* 12 pages, 12 figures and 5 tables 

  Access Model/Code and Paper
Deep Kinship Verification via Appearance-shape Joint Prediction and Adaptation-based Approach

May 15, 2019
Heming Zhang, Xiaolong Wang, C. -C. Jay Kuo

* ICIP 2019 

  Access Model/Code and Paper
Accelerating Proposal Generation Network for \\Fast Face Detection on Mobile Devices

Apr 27, 2019
Heming Zhang, Xiaolong Wang, Jingwen Zhu, C. -C. Jay Kuo

* ICIP 

  Access Model/Code and Paper
Class-incremental Learning via Deep Model Consolidation

Mar 28, 2019
Junting Zhang, Jie Zhang, Shalini Ghosh, Dawei Li, Serafettin Tasci, Larry Heck, Heming Zhang, C. -C. Jay Kuo


  Access Model/Code and Paper
Robot Learning via Human Adversarial Games

Mar 02, 2019
Jiali Duan*, Qian Wang*, Lerrel Pinto, C. -C. Jay Kuo, Stefanos Nikolaidis


  Access Model/Code and Paper
Generative Visual Dialogue System via Adaptive Reasoning and Weighted Likelihood Estimation

Feb 26, 2019
Heming Zhang, Shalini Ghosh, Larry Heck, Stephen Walsh, Junting Zhang, Jie Zhang, C. -C. Jay Kuo


  Access Model/Code and Paper
Semi-supervised learning via Feedforward-Designed Convolutional Neural Networks

Feb 06, 2019
Yueru Chen, Yijing Yang, Min Zhang, C. -C. Jay Kuo

* 5 pages, under review of ICIP 2019 

  Access Model/Code and Paper
Evaluating Word Embedding Models: Methods and Experimental Results

Jan 29, 2019
Bin Wang, Angela Wang, Fenxiao Chen, Yuncheng Wang, C. -C. Jay Kuo

* 13 pages 

  Access Model/Code and Paper
Efficient Image Splicing Localization via Contrastive Feature Extraction

Jan 22, 2019
Ronald Salloum, C. -C. Jay Kuo

* This manuscript was submitted for publication 

  Access Model/Code and Paper
Ensembles of feedforward-designed convolutional neural networks

Jan 08, 2019
Yueru Chen, Yijing Yang, Wei Wang, C. -C. Jay Kuo


  Access Model/Code and Paper
Towards Visible and Thermal Drone Monitoring with Convolutional Neural Networks

Dec 19, 2018
Ye Wang, Yueru Chen, Jongmoo Choi, C. -C. Jay Kuo

* 12 pages, 18 figures, journal. arXiv admin note: substantial text overlap with arXiv:1712.00863 

  Access Model/Code and Paper
Unsupervised Video Object Segmentation with Distractor-Aware Online Adaptation

Dec 19, 2018
Ye Wang, Jongmoo Choi, Yueru Chen, Siyang Li, Qin Huang, Kaitai Zhang, Ming-Sui Lee, C. -C. Jay Kuo

* 11 pages, 6 figures, 4 tables, conference 

  Access Model/Code and Paper
Design Pseudo Ground Truth with Motion Cue for Unsupervised Video Object Segmentation

Dec 13, 2018
Ye Wang, Jongmoo Choi, Yueru Chen, Qin Huang, Siyang Li, Ming-Sui Lee, C. -C. Jay Kuo

* 16 pages, 7 figures, 6 tables, conference 

  Access Model/Code and Paper
Convolutional Neural Networks with Transformed Input based on Robust Tensor Network Decomposition

Dec 11, 2018
Jenn-Bing Ong, Wee-Keong Ng, C. -C. Jay Kuo


  Access Model/Code and Paper
Analysis on Gradient Propagation in Batch Normalized Residual Networks

Dec 02, 2018
Abhishek Panigrahi, Yueru Chen, C. -C. Jay Kuo


  Access Model/Code and Paper
Unsupervised Multi-modal Neural Machine Translation

Nov 28, 2018
Yuanhang Su, Kai Fan, Nguyen Bach, C. -C. Jay Kuo, Fei Huang


  Access Model/Code and Paper
An Interpretable Generative Model for Handwritten Digit Image Synthesis

Nov 11, 2018
Yao Zhu, Saksham Suri, Pranav Kulkarni, Yueru Chen, Jiali Duan, C. -C. Jay Kuo


  Access Model/Code and Paper
Tree-structured multi-stage principal component analysis (TMPCA): theory and applications

Oct 07, 2018
Yuanhang Su, Ruiyuan Lin, C. -C. Jay Kuo


  Access Model/Code and Paper