Re-se-arch

Our re-se-arch has been generously supported by ARO, NSF, ARFL, IAI and Salesforce.

2021

Sun, Wei; Wu, Tianfu

Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2021.

Abstract | Links | BibTeX | Tags: Controllable GANs, Image Synthesis, LostGANs

Tan, Bin; Xue, Nan; Bai, Song; Wu, Tianfu; Xia, Gui-Song

PlaneTR: Structure-Guided Transformers for 3D Plane Recovery Inproceedings

In: ICCV, 2021.

Abstract | Links | BibTeX | Tags: Plane recovery, Transformer

Sun, Wei; Wu, Tianfu

Deep Consensus Learning Online

arXiv preprint 2021.

Abstract | Links | BibTeX | Tags: Controllable GANs, Deep Learning, LostGANs, Structured Input Synthesis, Structured Output Prediction

Xue, Nan; Wu, Tianfu; Zhang, Zhen; Xia, Gui-Song

Learning Local-Global Contextual Adaptation for Fully End-to-End Bottom-Up Human Pose Estimation Online

2021, visited: 08.09.2021.

Abstract | Links | BibTeX | Tags: Contextual Adaptation, Human pose estimation, Structured Output Prediction

Cheng, Kelvin; Healey, Christopher; Wu, Tianfu

Towards Adversarially Robust and Domain Generalizable Stereo Matching by Rethinking DNN Feature Backbones Online

arXiv preprint 2021.

Abstract | Links | BibTeX | Tags: Adversarial Attacks, Robustness, Stereo Matching

2020

Xue, Nan; Bai, Song; Wang, Fu-Dong; Xia, Gui-Song; Wu, Tianfu; Zhang, Liangpei; Torr, Philip H. S.

Learning Regional Attraction for Line Segment Detection Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020, ISSN: 0162-8828.

Abstract | Links | BibTeX | Tags: Attraction Field Represenation, LSD

Li, Xilai; Sun, Wei; Wu, Tianfu

Attentive Normalization Inproceedings

In: European Conference on Computer Vision (ECCV), 2020.

Abstract | Links | BibTeX | Tags: AttentiveNorm, BatchNorm, Deep Learning

Xue, Nan; Wu, Tianfu; Bai, Song; Wang, Fudong; Xia, Gui-Song; Zhang, Liangpei; Torr, Philip H. S.

Holistically-Attracted Wireframe Parsing Inproceedings

In: IEEE Conference on Computer Vision and Pattern Recognition (CVRP), 2020., 2020.

Abstract | BibTeX | Tags: Deep Learning, Interpretability, LSD, Wireframe Parsing

Xing, Xianglei; Wu, Tianfu; Zhu, Song-Chun; Wu, Ying Nian

Towards Interpretable Image Synthesis by Learning Sparsely Connected AND-OR Networks Inproceedings

In: IEEE Conference on Computer Vision and Pattern Recognition (CVRP), 2020., 2020.

Abstract | Links | BibTeX | Tags: AOG, Image Synthesis, Interpretability, Sparse Coding

Sun, Wei; Wu, Tianfu

Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis Online

2020.

Abstract | Links | BibTeX | Tags: Controllable GANs, GANs, LostGANs

Zhang, Zekun; Wu, Tianfu

Learning Ordered Top-k Attacks via Adversarial Distillation Workshop

CVPRW 2020 Adversarial Machine Learning in Computer Vision, abs/1905.10695 , 2020.

Abstract | Links | BibTeX | Tags: Adversarial Attacks, Adversarial Distillation, Ordered Top-k Attacks

2019

Xie, Zhao; Wu, Tianfu; Yang, Xingming; Zhang, Luming; Wu, Kewei

Jointly social grouping and identification in visual dynamics with causality-induced hierarchical Bayesian model Journal Article

In: J. Visual Communication and Image Representation, 59 , pp. 62–75, 2019.

Abstract | Links | BibTeX | Tags: Casual context, Granger casual topic model, Group activity detection and recognition

Asadi, Khashayar; Chen, Pengyu; Han, Kevin K; Wu, Tianfu; Lobaton, Edgar J

LNSNet: Lightweight Navigable Space Segmentation for Autonomous Robots on Construction Sites Journal Article

In: Data, 4 (1), pp. 40, 2019.

Abstract | Links | BibTeX | Tags: Autonomous data collection, Autonomous navigation in construction, Efficient real-time segmentation, Embedded platform

Li, Xilai; Song, Xi; Wu, Tianfu

AOGNets: Compositional Grammatical Architectures for Deep Learning Inproceedings

In: IEEE Conference on Computer Vision and Pattern Recognition (CVRP), 2019.

Abstract | Links | BibTeX | Tags: AOGNets, Deep Grammar Models, Deep Learning, Interpretability

Sun, Wei; Wu, Tianfu

Image Synthesis from Reconfigurable Layout and Style Inproceedings

In: International Conference on Computer Vision (ICCV), 2019.

Abstract | Links | BibTeX | Tags: GANs, Generative Learning, Image Synthesis, Interpretability, LostGANs, Reconfigurability

Li, Xilai; Zhou, Yingbo; Wu, Tianfu; Socher, Richard; Xiong, Caiming

Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting Inproceedings

In: International Conference on Machine Learning (ICML), 2019.

Abstract | Links | BibTeX | Tags: Catastrophic Forgetting, Continual Learning, Interpretability, Learn2Grow

Xue, Nan; Bai, Song; Wang, Fudong; Xia, Gui-Song; Wu, Tianfu; Zhang, Liangpei

Learning Attraction Field Representation for Robust Line Segment Detection Inproceedings

In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

Abstract | Links | BibTeX | Tags: Attraction Field Represenation, LSD

Wu, Tianfu; Song, Xi

Towards Interpretable Object Detection by Unfolding Latent Structures Inproceedings

In: International Conference on Computer Vision (ICCV), 2019.

Abstract | BibTeX | Tags: Deep Learning, Interpretability, iRCNN

Sun, Wei; Wu, Tianfu

Learning Spatial Pyramid Attentive Pooling in Image Synthesis and Image-to-Image Translation Miscellaneous

arXiv preprint, 2019.

Abstract | Links | BibTeX | Tags: GANs, Image Synthesis, Image-to-Image Translation, Spatial Pyramid Attentive Pooling

Sun, Wei; Bappy, Jawadul H; Yang, Shanglin; Xu, Yi; Wu, Tianfu; Zhou, Hui

Pose Guided Fashion Image Synthesis Using Deep Generative Model Workshop

2019.

Abstract | Links | BibTeX | Tags: GANs, Pose Guided Fashion Image Synthesis

2018

Qi, Hang; Xu, Yuanlu; Yuan, Tao; Wu, Tianfu; Zhu, Song-Chun

Joint Parsing of Cross-view Scenes with Spatio-temporal Semantic Parse Graphs Inproceedings

In: Proceedings of The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), New Orleans, Lousiana, USA., February 2–7, pp. 1–4, 2018.

Abstract | Links | BibTeX | Tags: Joint Scene Parsing, Spatio-Temporal Scene Graph

Li, Bo; Xiong, Caiming; Wu, Tianfu; Zhou, Yu; Zhang, Lun; Chu, Rufeng

Neural Abstract Style Transfer for Chinese Traditional Painting Inproceedings

In: Asian Conference on Computer Vision (ACCV), 2018.

Abstract | Links | BibTeX | Tags: Chinese Traditional Painting, Neural Style Transfer

Li, Bo; Wu, Tianfu; Zhang, Lun; Chu, Rufeng

Auto-Context RCNN Miscellaneous

arXiv preprint, 2018.

Abstract | Links | BibTeX | Tags: GANs, Image Synthesis, Image-to-Image Translation, Spatial Pyramid Attentive Pooling

Chen, Zeyuan; Nie, Shaoliang; Wu, Tianfu; Healey, Christopher G

High Resolution Face Completion with Multiple Controllable Attributes via Fully End-to-End Progressive Generative Adversarial Networks Miscellaneous

arXiv preprint, 2018.

Abstract | Links | BibTeX | Tags: Controllable GANs, Face Completion

Chen, Zexi; Ramachandra, Bharathkumar; Wu, Tianfu; Vatsavai, Ranga Raju

Relational Long Short-Term Memory for Video Action Recognition Miscellaneous

arXiv preprint, 2018.

Abstract | Links | BibTeX | Tags: Relational LSTM, Video Action Recognition

Lanka, Sameera; Wu, Tianfu

ARCHER: Aggressive Rewards to Counter bias in Hindsight Experience Replay Workshop

NeurIPS 2018 Deep RL workshop, 2018.

Abstract | Links | BibTeX | Tags: ARCHER, Deep RL, Hindsight Experience Replay

2017

Wu, Tianfu; Lu, Yang; -, Song

Online Object Tracking, Learning and Parsing with And-Or Graphs Journal Article

In: IEEE Trans. Pattern Anal. Mach. Intell. (TPAMI), 39 (12), pp. 2465–2480, 2017.

Abstract | Links | BibTeX | Tags: And-Or Graphs, Dynamic Programming, Intrackability, Latent SVM, Visual Tracking

Zhao, Bo; Wu, Botong; Wu, Tianfu; Wang, Yizhou

Zero-Shot Learning Posed as a Missing Data Problem Workshop

2017 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2017, Venice, Italy, October 22-29, 2017, 2017.

Abstract | Links | BibTeX | Tags: Missing Data, Zero-Shot Learning

2016

Li, Yunzhu; Sun, Benyuan; Wu, Tianfu; Wang, Yizhou

Face Detection with End-to-End Integration of a ConvNet and a 3D Model Inproceedings

In: Proceedings of The 14th European Conference on Computer Vision (ECCV), Amsterdam, The Netherlands, October 11-14, 2016.

Abstract | Links | BibTeX | Tags: ConvNet+3D Model, Face Detection

Li, Bo; Wu, Tianfu; Shao, Shuai; Zhang, Lun; Chu, Rufeng

Object Detection via End-to-End Integration of Aspect Ratio and Context Aware Part-based Models and Fully Convolutional Networks Miscellaneous

arXiv preprint, 2016.

Abstract | Links | BibTeX | Tags: Aspect Ratio and Context Aware, Object Detection, RCNN

Chen, Diqi; Wang, Yizhou; Wu, Tianfu; Gao, Wen

Recurrent Attentional Model for No-Reference Image Quality Assessment Miscellaneous

arXiv preprint, 2016.

Abstract | Links | BibTeX | Tags: No-Reference Image Quality Assessment, Recurrent Attentional Model