Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Zhuowen Tu

Visual Composite Set Detection Using Part-and-Sum Transformers


May 05, 2021
Qi Dong, Zhuowen Tu, Haofu Liao, Yuting Zhang, Vijay Mahadevan, Stefano Soatto


  Access Paper or Ask Questions

Pose Recognition with Cascade Transformers


Apr 14, 2021
Ke Li, Shijie Wang, Xiang Zhang, Yifan Xu, Weijian Xu, Zhuowen Tu

* Accepted to CVPR 2021 

  Access Paper or Ask Questions

Co-Scale Conv-Attentional Image Transformers


Apr 13, 2021
Weijian Xu, Yifan Xu, Tyler Chang, Zhuowen Tu


  Access Paper or Ask Questions

Exponential Moving Average Normalization for Self-supervised and Semi-supervised Learning


Jan 21, 2021
Zhaowei Cai, Avinash Ravichandran, Subhransu Maji, Charless Fowlkes, Zhuowen Tu, Stefano Soatto


  Access Paper or Ask Questions

Line Segment Detection Using Transformers without Edges


Jan 06, 2021
Yifan Xu, Weijian Xu, David Cheung, Zhuowen Tu


  Access Paper or Ask Questions

Dual Contradistinctive Generative Autoencoder


Nov 19, 2020
Gaurav Parmar, Dacheng Li, Kwonjoon Lee, Zhuowen Tu


  Access Paper or Ask Questions

One-pixel Signature: Characterizing CNN Models for Backdoor Detection


Aug 18, 2020
Shanjiaoyang Huang, Weiqi Peng, Zhiwei Jia, Zhuowen Tu

* Accepted at ECCV 2020 

  Access Paper or Ask Questions

Guided Variational Autoencoder for Disentanglement Learning


Apr 02, 2020
Zheng Ding, Yifan Xu, Weijian Xu, Gaurav Parmar, Yang Yang, Max Welling, Zhuowen Tu

* Accepted to CVPR 2020 

  Access Paper or Ask Questions

Neural Program Synthesis By Self-Learning


Oct 13, 2019
Yifan Xu, Lu Dai, Udaikaran Singh, Kening Zhang, Zhuowen Tu


  Access Paper or Ask Questions

Rethinking Exposure Bias In Language Modeling


Oct 13, 2019
Yifan Xu, Kening Zhang, Haoyu Dong, Yuezhou Sun, Wenlong Zhao, Zhuowen Tu


  Access Paper or Ask Questions

Unaligned Image-to-Sequence Transformation with Loop Consistency


Oct 09, 2019
Siyang Wang, Justin Lazarow, Kwonjoon Lee, Zhuowen Tu


  Access Paper or Ask Questions

Learning Instance Occlusion for Panoptic Segmentation


Jun 13, 2019
Justin Lazarow, Kwonjoon Lee, Zhuowen Tu


  Access Paper or Ask Questions

Controllable Top-down Feature Transformer


Nov 04, 2018
Zhiwei Jia, Haoshen Hong, Siyang Wang, Kwonjoon Lee, Zhuowen Tu


  Access Paper or Ask Questions

Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification


Jul 27, 2018
Saining Xie, Chen Sun, Jonathan Huang, Zhuowen Tu, Kevin Murphy

* ECCV 2018 camera ready 

  Access Paper or Ask Questions

Wasserstein Introspective Neural Networks


Apr 07, 2018
Kwonjoon Lee, Weijian Xu, Fan Fan, Zhuowen Tu

* Accepted to CVPR 2018 (Oral) 

  Access Paper or Ask Questions

Local Binary Pattern Networks


Mar 22, 2018
Jeng-Hau Lin, Yunfan Yang, Rajesh Gupta, Zhuowen Tu

* 14 pages, 10 figures, 6 tables 

  Access Paper or Ask Questions

Deeply supervised salient object detection with short connections


Mar 16, 2018
Qibin Hou, Ming-Ming Cheng, Xiao-Wei Hu, Ali Borji, Zhuowen Tu, Philip Torr

* Q. Hou, M. M. Cheng, X. Hu, A. Borji, Z. Tu and P. H. S. Torr, "Deeply Supervised Salient Object Detection with Short Connections," IEEE Transactions on Pattern Analysis and Machine Intelligence. 2018 
* IEEE TPAMI 2018 (IEEE CVPR 2017) 

  Access Paper or Ask Questions

Introspective Classification with Convolutional Nets


Jan 05, 2018
Long Jin, Justin Lazarow, Zhuowen Tu

* 12 pages, 3 figure 

  Access Paper or Ask Questions

DeepRadiologyNet: Radiologist Level Pathology Detection in CT Head Images


Dec 02, 2017
Jameson Merkow, Robert Lufkin, Kim Nguyen, Stefano Soatto, Zhuowen Tu, Andrea Vedaldi

* 22 pages with references, 6 figures, 2 tables 

  Access Paper or Ask Questions

Deep Convolutional Neural Networks with Merge-and-Run Mappings


Jul 19, 2017
Liming Zhao, Jingdong Wang, Xi Li, Zhuowen Tu, Wenjun Zeng


  Access Paper or Ask Questions

Binarized Convolutional Neural Networks with Separable Filters for Efficient Hardware Acceleration


Jul 15, 2017
Jeng-Hau Lin, Tianwei Xing, Ritchie Zhao, Zhiru Zhang, Mani Srivastava, Zhuowen Tu, Rajesh K. Gupta

* 9 pages, 6 figures, accepted for Embedded Vision Workshop (CVPRW) 

  Access Paper or Ask Questions

Introspective Generative Modeling: Decide Discriminatively


Apr 25, 2017
Justin Lazarow, Long Jin, Zhuowen Tu

* 10 pages, 9 figures 

  Access Paper or Ask Questions

Aggregated Residual Transformations for Deep Neural Networks


Apr 11, 2017
Saining Xie, Ross Girshick, Piotr Dollár, Zhuowen Tu, Kaiming He

* Accepted to CVPR 2017. Code and models: https://github.com/facebookresearch/ResNeXt 

  Access Paper or Ask Questions

Object Detection Free Instance Segmentation With Labeling Transformations


Nov 29, 2016
Long Jin, Zeyu Chen, Zhuowen Tu

* 10 pages, 5 figures 

  Access Paper or Ask Questions

Deep FisherNet for Object Classification


Jul 31, 2016
Peng Tang, Xinggang Wang, Baoguang Shi, Xiang Bai, Wenyu Liu, Zhuowen Tu

* submitted to NIPS 2016 

  Access Paper or Ask Questions

Top-Down Learning for Structured Labeling with Convolutional Pseudoprior


Jul 26, 2016
Saining Xie, Xun Huang, Zhuowen Tu

* To appear in ECCV 2016, 16 pages, 6 figures 

  Access Paper or Ask Questions

Dense Volume-to-Volume Vascular Boundary Detection


May 26, 2016
Jameson Merkow, David Kriegman, Alison Marsden, Zhuowen Tu

* Accepted to MICCAI2016 

  Access Paper or Ask Questions

What Happened to My Dog in That Network: Unraveling Top-down Generators in Convolutional Neural Networks


Nov 23, 2015
Patrick W. Gallagher, Shuai Tang, Zhuowen Tu


  Access Paper or Ask Questions

Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree


Oct 10, 2015
Chen-Yu Lee, Patrick W. Gallagher, Zhuowen Tu

* Patent disclosure, UCSD Docket No. SD2015-184, "Forest Convolutional Neural Network", filed on March 4, 2015. UCSD Docket No. SD2016-053, "Generalizing Pooling Functions in Convolutional Neural Network", filed on Sept 23, 2015 

  Access Paper or Ask Questions

Holistically-Nested Edge Detection


Oct 04, 2015
Saining Xie, Zhuowen Tu

* v2 Add appendix A for updated results (ODS=0.790) on BSDS-500 in a new experiment setting. Fix typos and reorganize formulations. Add Table 2 to discuss the role of deep supervision. Add links to publicly available repository for code, models and data 

  Access Paper or Ask Questions