Re-se-arch

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

2023

Xiao, Yuxi; Xue, Nan; Wu, Tianfu; Xia, Gui-Song

Level-S$^2$fM: Structure from Motion on Neural Level Set of Implicit Surfaces Proceedings Article

In: CVPR, 2023.

Abstract | Links | BibTeX

Grainger, Ryan; Paniagua, Thomas; Song, Xi; Cuntoor, Naresh; Lee, Mun Wai; Wu, Tianfu

PaCa-ViT: Learning Patch-to-Cluster Attention in Vision Transformers Proceedings Article

In: CVPR, 2023.

Abstract | Links | BibTeX

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

Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning Online

2023, visited: 14.03.2023.

Abstract | Links | BibTeX

Savadikar, Chinmay; Dai, Michelle; Wu, Tianfu

Learning to Grow Artificial Hippocampi in Vision Transformers for Resilient Lifelong Learning Online

2023, visited: 14.03.2023.

Abstract | Links | BibTeX

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

NOPE-SAC: Neural One-Plane RANSAC for Sparse-View Planar 3D Reconstruction Online

2023, visited: 23.05.2023.

Abstract | Links | BibTeX

Xue, Nan; Tan, Bin; Xiao, Yuxi; Dong, Liang; Xia, Gui-Song; Wu, Tianfu

Volumetric Wireframe Parsing from Neural Attraction Fields Online

2023, visited: 21.07.2023.

Abstract | Links | BibTeX

Reza, Md Farhamdur; Rahmati, Ali; Wu, Tianfu; Dai, Huaiyu

CGBA: Curvature-aware Geometric Black-box Attack Proceedings Forthcoming

in: ICCV'23, Forthcoming.

Abstract | Links | BibTeX

Liu, Xianpeng; Zheng, Ce; Cheng, Kelvin; Xue, Nan; Qi, Guo-Jun; Wu, Tianfu

Monocular 3D Object Detection with Bounding Box Denoising in 3D by Perceiver Proceedings Forthcoming

in: ICCV'23, Forthcoming.

Abstract | Links | BibTeX

2022

Liu, Xianpeng; Xue, Nan; Wu, Tianfu

Learning Auxiliary Monocular Contexts Helps Monocular 3D Object Detection Proceedings Article

In: AAAI 2022, 2022.

Abstract | Links | BibTeX

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

Learning Local-Global Contextual Adaptation for Multi-Person Pose Estimation Proceedings Article

In: CVPR 2022, 2022.

Abstract | Links | BibTeX

Cheng, Kelvin; Wu, Tianfu; Healey, Christopher

Revisiting Non-Parametric Matching Cost Volumes for Robust and Generalizable Stereo Matching Proceedings Article

In: NeurIPS 2022, 2022.

Abstract | Links | BibTeX

Shen, Jianghao; Wu, Tianfu

Learning Inception Attention for Image Synthesis and Image Recognition Online

2022, visited: 01.02.2022.

Abstract | Links | BibTeX

Grainger, Ryan; Paniagua, Thomas; Song, Xi; Wu, Tianfu

Learning Patch-to-Cluster Attention in Vision Transformer Working paper

arXiv preprint, 2022.

Abstract | Links | BibTeX

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

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

PlaneTR: Structure-Guided Transformers for 3D Plane Recovery Proceedings Article

In: ICCV, 2021.

Abstract | Links | BibTeX

Sun, Wei; Wu, Tianfu

Deep Consensus Learning Online

arXiv preprint 2021.

Abstract | Links | BibTeX

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

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

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

Li, Xilai; Sun, Wei; Wu, Tianfu

Attentive Normalization Proceedings Article

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

Abstract | Links | BibTeX

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

Holistically-Attracted Wireframe Parsing Proceedings Article

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

Abstract | BibTeX

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

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

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

Abstract | Links | BibTeX

Sun, Wei; Wu, Tianfu

Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis Online

2020.

Abstract | Links | BibTeX

Zhang, Zekun; Wu, Tianfu

Learning Ordered Top-k Attacks via Adversarial Distillation Workshop

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

Abstract | Links | BibTeX

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, vol. 59, pp. 62–75, 2019.

Abstract | Links | BibTeX

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, vol. 4, no. 1, pp. 40, 2019.

Abstract | Links | BibTeX

Li, Xilai; Song, Xi; Wu, Tianfu

AOGNets: Compositional Grammatical Architectures for Deep Learning Proceedings Article

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

Abstract | Links | BibTeX

Sun, Wei; Wu, Tianfu

Image Synthesis from Reconfigurable Layout and Style Proceedings Article

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

Abstract | Links | BibTeX

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

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

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

Abstract | Links | BibTeX

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

Learning Attraction Field Representation for Robust Line Segment Detection Proceedings Article

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

Abstract | Links | BibTeX

Wu, Tianfu; Song, Xi

Towards Interpretable Object Detection by Unfolding Latent Structures Proceedings Article

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

Abstract | BibTeX

Sun, Wei; Wu, Tianfu

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

arXiv preprint, 2019.

Abstract | Links | BibTeX

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

2018

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

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

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

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

Neural Abstract Style Transfer for Chinese Traditional Painting Proceedings Article

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

Abstract | Links | BibTeX

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

Auto-Context RCNN Miscellaneous

arXiv preprint, 2018.

Abstract | Links | BibTeX

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

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

Lanka, Sameera; Wu, Tianfu

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

NeurIPS 2018 Deep RL workshop, 2018.

Abstract | Links | BibTeX

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), vol. 39, no. 12, pp. 2465–2480, 2017.

Abstract | Links | BibTeX

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

2016

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

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

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

Abstract | Links | BibTeX

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

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

Recurrent Attentional Model for No-Reference Image Quality Assessment Miscellaneous

arXiv preprint, 2016.

Abstract | Links | BibTeX