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

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
3D CNNs with Adaptive Temporal Feature Resolutions

Nov 17, 2020
Mohsen Fayyaz, Emad Bahrami Rad, Ali Diba, Mehdi Noroozi, Ehsan Adeli, Luc Van Gool, Juergen Gall


  Access Paper or Ask Questions

Vision-based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson's Disease Motor Severity

Jul 17, 2020
Mandy Lu, Kathleen Poston, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-Fei, Kilian M. Pohl, Juan Carlos Niebles, Ehsan Adeli

* Accepted as a conference paper at MICCAI (Medical Image Computing and Computer Assisted Intervention), Lima, Peru, October 2020. 11 pages, LaTeX 

  Access Paper or Ask Questions

Socially and Contextually Aware Human Motion and Pose Forecasting

Jul 14, 2020
Vida Adeli, Ehsan Adeli, Ian Reid, Juan Carlos Niebles, Hamid Rezatofighi

* Accepted in RA-L and IROS 

  Access Paper or Ask Questions

LSSL: Longitudinal Self-Supervised Learning

Jun 12, 2020
Qingyu Zhao, Zixuan Liu, Ehsan Adeli, Kilian M. Pohl


  Access Paper or Ask Questions

TripletUNet: Multi-Task U-Net with Online Voxel-Wise Learning for Precise CT Prostate Segmentation

May 21, 2020
Kelei He, Chunfeng Lian, Ehsan Adeli, Jing Huo, Yinghuan Shi, Yang Gao, Bing Zhang, Junfeng Zhang, Dinggang Shen


  Access Paper or Ask Questions

It Is Not the Journey but the Destination: Endpoint Conditioned Trajectory Prediction

Apr 04, 2020
Karttikeya Mangalam, Harshayu Girase, Shreyas Agarwal, Kuan-Hui Lee, Ehsan Adeli, Jitendra Malik, Adrien Gaidon

* 14 pages, 6 figures, 3 tables 

  Access Paper or Ask Questions

Recurrent Neural Networks with Longitudinal Pooling and Consistency Regularization

Mar 31, 2020
Jiahong Ouyang, Qingyu Zhao, Edith V Sullivan, Adolf Pfefferbaum, Susan F. Tapert, Ehsan Adeli, Kilian M Pohl

* Submitted to MICCAI 2020 

  Access Paper or Ask Questions

Spatio-Temporal Graph for Video Captioning with Knowledge Distillation

Mar 31, 2020
Boxiao Pan, Haoye Cai, De-An Huang, Kuan-Hui Lee, Adrien Gaidon, Ehsan Adeli, Juan Carlos Niebles

* CVPR 2020 

  Access Paper or Ask Questions

Spatio-Temporal Graph Convolution for Functional MRI Analysis

Mar 24, 2020
Soham Gadgil, Qingyu Zhao, Ehsan Adeli, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl


  Access Paper or Ask Questions

Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction

Feb 20, 2020
Bingbin Liu, Ehsan Adeli, Zhangjie Cao, Kuan-Hui Lee, Abhijeet Shenoi, Adrien Gaidon, Juan Carlos Niebles

* Accepted at ICRA 2020 and IEEE Robotics and Automation Letters 

  Access Paper or Ask Questions

Adversarial Cross-Domain Action Recognition with Co-Attention

Dec 22, 2019
Boxiao Pan, Zhangjie Cao, Ehsan Adeli, Juan Carlos Niebles

* AAAI 2020 

  Access Paper or Ask Questions

Disentangling Human Dynamics for Pedestrian Locomotion Forecasting with Noisy Supervision

Nov 04, 2019
Karttikeya Mangalam, Ehsan Adeli, Kuan-Hui Lee, Adrien Gaidon, Juan Carlos Niebles

* Accepted to WACV 2020 

  Access Paper or Ask Questions

Bias-Resilient Neural Network

Oct 08, 2019
Ehsan Adeli, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-Fei, Juan Carlos Niebles, Kilian M. Pohl


  Access Paper or Ask Questions

Imitation Learning for Human Pose Prediction

Sep 08, 2019
Borui Wang, Ehsan Adeli, Hsu-kuang Chiu, De-An Huang, Juan Carlos Niebles

* 10 pages, 7 figures, accepted to ICCV 2019 

  Access Paper or Ask Questions

Self-Supervised Representation Learning via Neighborhood-Relational Encoding

Aug 27, 2019
Mohammad Sabokrou, Mohammad Khalooei, Ehsan Adeli

* Accepted in International Conference on Computer Vision (ICCV) 2019 

  Access Paper or Ask Questions

Confounder-Aware Visualization of ConvNets

Jul 30, 2019
Qingyu Zhao, Ehsan Adeli, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl


  Access Paper or Ask Questions

Procedure Planning in Instructional Videos

Jul 02, 2019
Chien-Yi Chang, De-An Huang, Danfei Xu, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles

* 10 pages, 4 figures 

  Access Paper or Ask Questions

Image to Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography

Jun 24, 2019
Mohammad Eslami, Solale Tabarestani, Shadi Albarqouni, Ehsan Adeli, Nassir Navab, Malek Adjouadi


  Access Paper or Ask Questions

Segmenting the Future

Apr 24, 2019
Hsu-kuang Chiu, Ehsan Adeli, Juan Carlos Niebles


  Access Paper or Ask Questions

Variational AutoEncoder For Regression: Application to Brain Aging Analysis

Apr 11, 2019
Qingyu Zhao, Ehsan Adeli, Nicolas Honnorat, Tuo Leng, Kilian M. Pohl


  Access Paper or Ask Questions

Truncated Gaussian-Mixture Variational AutoEncoder

Mar 08, 2019
Qingyu Zhao, Nicolas Honnorat, Ehsan Adeli, Kilian M. Pohl


  Access Paper or Ask Questions

Variational Autoencoder with Truncated Mixture of Gaussians for Functional Connectivity Analysis

Feb 11, 2019
Qingyu Zhao, Nicolas Honnorat, Ehsan Adeli, Kilian M. Pohl


  Access Paper or Ask Questions

Population-Guided Large Margin Classifier for High-Dimension Low -Sample-Size Problems

Jan 05, 2019
Qingbo Yin, Ehsan Adeli, Liran Shen, Dinggang Shen

* 48 Pages 

  Access Paper or Ask Questions

Action-Agnostic Human Pose Forecasting

Oct 23, 2018
Hsu-kuang Chiu, Ehsan Adeli, Borui Wang, De-An Huang, Juan Carlos Niebles

* Accepted for publication in WACV 2019 

  Access Paper or Ask Questions

End-To-End Alzheimer's Disease Diagnosis and Biomarker Identification

Oct 01, 2018
Soheil Esmaeilzadeh, Dimitrios Ioannis Belivanis, Kilian M. Pohl, Ehsan Adeli

* Machine Learning in Medical Imaging. MLMI 2018. Lecture Notes in Computer Science, vol 11046. Springer, Cham 

  Access Paper or Ask Questions

AVID: Adversarial Visual Irregularity Detection

Jul 17, 2018
Mohammad Sabokrou, Masoud Pourreza, Mohsen Fayyaz, Rahim Entezari, Mahmood Fathy, Jürgen Gall, Ehsan Adeli


  Access Paper or Ask Questions

End-to-End Parkinson Disease Diagnosis using Brain MR-Images by 3D-CNN

Jun 13, 2018
Soheil Esmaeilzadeh, Yao Yang, Ehsan Adeli


  Access Paper or Ask Questions

Adversarially Learned One-Class Classifier for Novelty Detection

May 24, 2018
Mohammad Sabokrou, Mohammad Khalooei, Mahmood Fathy, Ehsan Adeli

* CVPR 2018 Paper 

  Access Paper or Ask Questions

Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet

Feb 17, 2018
Seyyed Hossein Hasanpour, Mohammad Rouhani, Mohsen Fayyaz, Mohammad Sabokrou, Ehsan Adeli

* The Submitted version to the IEEE TIP on December 2017, replaced high resolution images with low-res counterparts due to arXiv size limitation, 19 pages 

  Access Paper or Ask Questions