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SegBlocks: Block-Based Dynamic Resolution Networks for Real-Time Segmentation

Nov 24, 2020
Thomas Verelst, Tinne Tuytelaars

* long version, 11 pages 

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Can the state of relevant neurons in a deep neural networks serve as indicators for detecting adversarial attacks?

Oct 29, 2020
Roger Granda, Tinne Tuytelaars, Jose Oramas


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On the Exploration of Incremental Learning for Fine-grained Image Retrieval

Oct 15, 2020
Wei Chen, Yu Liu, Weiping Wang, Tinne Tuytelaars, Erwin M. Bakker, Michael Lew

* BMVC2020 

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Self-Supervised Ranking for Representation Learning

Oct 14, 2020
Ali Varamesh, Ali Diba, Tinne Tuytelaars, Luc Van Gool


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Feed-Forward On-Edge Fine-tuning Using Static Synthetic Gradient Modules

Sep 21, 2020
Robby Neven, Marian Verhelst, Tinne Tuytelaars, Toon Goedemé


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Commands 4 Autonomous Vehicles (C4AV) Workshop Summary

Sep 18, 2020
Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Yu Liu, Luc Van Gool, Matthew Blaschko, Tinne Tuytelaars, Marie-Francine Moens


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Multiple Exemplars-based Hallucinationfor Face Super-resolution and Editing

Sep 17, 2020
Kaili Wang, Jose Oramas, Tinne Tuytelaars


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Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams

Sep 02, 2020
Matthias De Lange, Tinne Tuytelaars

* NeurIPS submission 

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What My Motion tells me about Your Pose: Self-Supervised Fine-Tuning of Observed Vehicle Orientation Angle

Jul 29, 2020
Cédric Picron, Punarjay Chakravarty, Tom Roussel, Tinne Tuytelaars


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Attend and Segment: Attention Guided Active Semantic Segmentation

Jul 22, 2020
Soroush Seifi, Tinne Tuytelaars


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MIX'EM: Unsupervised Image Classification using a Mixture of Embeddings

Jul 18, 2020
Ali Varamesh, Tinne Tuytelaars


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Automatic Recall Machines: Internal Replay, Continual Learning and the Brain

Jul 15, 2020
Xu Ji, Joao Henriques, Tinne Tuytelaars, Andrea Vedaldi


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Unsupervised Model Personalization while Preserving Privacy and Scalability: An Open Problem

Mar 30, 2020
Matthias De Lange, Xu Jia, Sarah Parisot, Ales Leonardis, Gregory Slabaugh, Tinne Tuytelaars

* CVPR 2020 

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Deep-Geometric 6 DoF Localization from a Single Image in Topo-metric Maps

Feb 04, 2020
Tom Roussel, Punarjay Chakravarty, Gaurav Pandey, Tinne Tuytelaars, Luc Van Eycken


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Information Compensation for Deep Conditional Generative Networks

Jan 24, 2020
Zehao Wang, Kaili Wang, Tinne Tuytelaars, Jose Oramas


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Ternary Feature Masks: continual learning without any forgetting

Jan 23, 2020
Marc Masana, Tinne Tuytelaars, Joost van de Weijer


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Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference

Dec 06, 2019
Thomas Verelst, Tinne Tuytelaars


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Mixture Dense Regression for Object Detection and Human Pose Estimation

Dec 02, 2019
Ali Varamesh, Tinne Tuytelaars


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How to improve CNN-based 6-DoF camera pose estimation

Sep 23, 2019
Soroush Seifi, Tinne Tuytelaars


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Where to Look Next: Unsupervised Active Visual Exploration on 360° Input

Sep 23, 2019
Soroush Seifi, Tinne Tuytelaars


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Continual learning: A comparative study on how to defy forgetting in classification tasks

Sep 18, 2019
Matthias De Lange, Rahaf Aljundi, Marc Masana, Sarah Parisot, Xu Jia, Ales Leonardis, Gregory Slabaugh, Tinne Tuytelaars


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An Iterative Approach for Multiple Instance Learning Problems

Sep 11, 2019
Kaili Wang, Jose Oramas, Tinne Tuytelaars


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Online Continual Learning with Maximally Interfered Retrieval

Aug 23, 2019
Rahaf Aljundi, Lucas Caccia, Eugene Belilovsky, Massimo Caccia, Min Lin, Laurent Charlin, Tinne Tuytelaars


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Exploring the Challenges towards Lifelong Fact Learning

Dec 26, 2018
Mohamed Elhoseiny, Francesca Babiloni, Rahaf Aljundi, Marcus Rohrbach, Manohar Paluri, Tinne Tuytelaars

* This work got published at ACCV 2018 as a main conference paper 

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Task-Free Continual Learning

Dec 10, 2018
Rahaf Aljundi, Klaas Kelchtermans, Tinne Tuytelaars


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Integrated unpaired appearance-preserving shape translation across domains

Dec 05, 2018
Kaili Wang, Liqian Ma, Jose Oramas, Luc Van Gool, Tinne Tuytelaars


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Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency

Oct 13, 2018
Liqian Ma, Xu Jia, Stamatios Georgoulis, Tinne Tuytelaars, Luc Van Gool


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