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 Eric Granger

Transductive Few-Shot Learning: Clustering is All You Need?


Jun 16, 2021
Imtiaz Masud Ziko, Malik Boudiaf, Jose Dolz, Eric Granger, Ismail Ben Ayed


  Access Paper or Ask Questions

Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer


Apr 19, 2021
Le Thanh Nguyen-Meidine, Madhu Kiran, Marco Pedersoli, Jose Dolz, Louis-Antoine Blais-Morin, Eric Granger


  Access Paper or Ask Questions

Holistic Guidance for Occluded Person Re-Identification


Apr 13, 2021
Madhu Kiran, R Gnana Praveen, Le Thanh Nguyen-Meidine, Soufiane Belharbi, Louis-Antoine Blais-Morin, Eric Granger

* 10 pages 

  Access Paper or Ask Questions

Weakly Supervised Learning for Facial Behavior Analysis : A Review


Jan 25, 2021
Gnana Praveen R, Eric Granger, Patrick Cardinal


  Access Paper or Ask Questions

Knowledge Distillation Methods for Efficient Unsupervised Adaptation Across Multiple Domains


Jan 18, 2021
Le Thanh Nguyen-Meidine, Atif Belal, Madhu Kiran, Jose Dolz, Louis-Antoine Blais-Morin, Eric Granger

* This is the extended journal version of arXiv:2005.07839 

  Access Paper or Ask Questions

Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies


Dec 26, 2020
Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger, Huiyu Zhou, Ruili Wang, M. Emre Celebi, Jie Yang


  Access Paper or Ask Questions

Augmented Lagrangian Adversarial Attacks


Nov 24, 2020
J茅r么me Rony, Eric Granger, Marco Pedersoli, Ismail Ben Ayed

* Code available at https://github.com/jeromerony/augmented_lagrangian_adversarial_attacks 

  Access Paper or Ask Questions

Continuous Emotion Recognition with Spatiotemporal Convolutional Neural Networks


Nov 18, 2020
Thomas Teixeira, Eric Granger, Alessandro Lameiras Koerich

* 28 pages 

  Access Paper or Ask Questions

Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty


Nov 14, 2020
Soufiane Belharbi, J茅r么me Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger

* 15 pages, 5 figures, under review 

  Access Paper or Ask Questions

Temporal Stochastic Softmax for 3D CNNs: An Application in Facial Expression Recognition


Nov 10, 2020
Th茅o Ayral, Marco Pedersoli, Simon Bacon, Eric Granger

* Accepted to WACV 2021 

  Access Paper or Ask Questions

Deep DA for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labeled Videos


Oct 28, 2020
Gnana Praveen R, Eric Granger, Patrick Cardinal

* arXiv admin note: substantial text overlap with arXiv:2008.06392 

  Access Paper or Ask Questions

Deep Active Learning for Joint Classification & Segmentation with Weak Annotator


Oct 10, 2020
Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger

* 20 pages, 12 figures, under review 

  Access Paper or Ask Questions

Deep Domain Adaptation for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labelled Videos


Aug 13, 2020
Gnana Praveen R, Eric Granger, Patrick Cardinal

* arXiv admin note: text overlap with arXiv:1910.08173 

  Access Paper or Ask Questions

Flow-Guided Attention Networks for Video-Based Person Re-Identification


Aug 09, 2020
Madhu Kiran, Amran Bhuiyan, Louis-Antoine Blais-Morin, Mehrsan Javan, Ismail Ben Ayed, Eric Granger


  Access Paper or Ask Questions

Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification


Jul 27, 2020
Djebril Mekhazni, Amran Bhuiyan, George Ekladious, Eric Granger

* 14 pages (16 pages with references), 7 figures, conference ECCV 

  Access Paper or Ask Questions

Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation


Jul 20, 2020
Le Thanh Nguyen-Meidine, Atif Bela, Madhu Kiran, Jose Dolz, Louis-Antoine Blais-Morin, Eric Granger

* Submitted to WACV-2021 

  Access Paper or Ask Questions

Laplacian Regularized Few-Shot Learning


Jun 28, 2020
Imtiaz Masud Ziko, Jose Dolz, Eric Granger, Ismail Ben Ayed

* ICML 2020 paper 

  Access Paper or Ask Questions

Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation


May 16, 2020
Le Thanh Nguyen-Meidine, Eric Granger, Madhu Kiran, Jose Dolz, Louis-Antoine Blais-Morin

* Accepted to WCCI/IJCNN 2020 

  Access Paper or Ask Questions

Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision


Apr 14, 2020
Hoel Kervadec, Jose Dolz, Shanshan Wang, Eric Granger, Ismail Ben Ayed

* Full paper, accepted for presentation at MIDL2020 

  Access Paper or Ask Questions

Metric learning: cross-entropy vs. pairwise losses


Mar 19, 2020
Malik Boudiaf, J茅r么me Rony, Imtiaz Masud Ziko, Eric Granger, Marco Pedersoli, Pablo Piantanida, Ismail Ben Ayed

* 25 pages 

  Access Paper or Ask Questions

Dual-Triplet Metric Learning for Unsupervised Domain Adaptation in Video-Based Face Recognition


Feb 11, 2020
George Ekladious, Hugo Lemoine, Eric Granger, Kaveh Kamali, Salim Moudache

* Submitted too IJCNN2020 

  Access Paper or Ask Questions

Convolutional STN for Weakly Supervised Object Localization and Beyond


Dec 03, 2019
Akhil Meethal, Marco Pedersoli, Soufiane Belharbi, Eric Granger

* 9 pages, 9 figures 

  Access Paper or Ask Questions

Deep Ordinal Classification with Inequality Constraints


Nov 25, 2019
Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger

* 10 pages, 3 figures, under review 

  Access Paper or Ask Questions

On the Interaction Between Deep Detectors and Siamese Trackers in Video Surveillance


Oct 31, 2019
Madhu Kiran, Vivek Tiwari, Le Thanh Nguyen-Meidine, Eric Granger

* Presented in AVSS-2019 Conference 

  Access Paper or Ask Questions

Cross-Domain Face Synthesis using a Controllable GAN


Oct 31, 2019
Fania Mokhayeri, Kaveh Kamali, Eric Granger

* Winter Conference on Applications of Computer Vision (WACV 2020) 

  Access Paper or Ask Questions

Deep Weakly-Supervised Domain Adaptation for Pain Localization in Videos


Oct 17, 2019
Gnana Praveen R, Eric Granger, Patrick Cardinal


  Access Paper or Ask Questions

A Paired Sparse Representation Model for Robust Face Recognition from a Single Sample


Oct 05, 2019
Fania Mokhayeri, Eric Granger


  Access Paper or Ask Questions

Emotion Recognition with Spatial Attention and Temporal Softmax Pooling


Oct 04, 2019
Masih Aminbeidokhti, Marco Pedersoli, Patrick Cardinal, Eric Granger

* 9 pages; 2 figures; 2 tables; Best paper award at ICIAR 2019 

  Access Paper or Ask Questions