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Causal Scene BERT: Improving object detection by searching for challenging groups of data


Feb 08, 2022
Cinjon Resnick, Or Litany, Amlan Kar, Karsten Kreis, James Lucas, Kyunghyun Cho, Sanja Fidler


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ATISS: Autoregressive Transformers for Indoor Scene Synthesis


Oct 07, 2021
Despoina Paschalidou, Amlan Kar, Maria Shugrina, Karsten Kreis, Andreas Geiger, Sanja Fidler

* To appear in NeurIPS 2021, Project Page: https://nv-tlabs.github.io/ATISS/ 

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Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets


Apr 26, 2021
Yuan-Hong Liao, Amlan Kar, Sanja Fidler

* CVPR 2021 Oral 

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Fed-Sim: Federated Simulation for Medical Imaging


Sep 01, 2020
Daiqing Li, Amlan Kar, Nishant Ravikumar, Alejandro F Frangi, Sanja Fidler

* MICCAI 2020 (Early Accept) 

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Interactive Annotation of 3D Object Geometry using 2D Scribbles


Aug 24, 2020
Tianchang Shen, Jun Gao, Amlan Kar, Sanja Fidler

* Accepted to ECCV 2020 

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Meta-Sim2: Unsupervised Learning of Scene Structure for Synthetic Data Generation


Aug 20, 2020
Jeevan Devaranjan, Amlan Kar, Sanja Fidler

* ECCV 2020 

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Learning to Evaluate Perception Models Using Planner-Centric Metrics


Apr 19, 2020
Jonah Philion, Amlan Kar, Sanja Fidler

* CVPR 2020 poster 

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Neural Turtle Graphics for Modeling City Road Layouts


Oct 04, 2019
Hang Chu, Daiqing Li, David Acuna, Amlan Kar, Maria Shugrina, Xinkai Wei, Ming-Yu Liu, Antonio Torralba, Sanja Fidler

* ICCV-2019 Oral 

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Meta-Sim: Learning to Generate Synthetic Datasets


Apr 25, 2019
Amlan Kar, Aayush Prakash, Ming-Yu Liu, Eric Cameracci, Justin Yuan, Matt Rusiniak, David Acuna, Antonio Torralba, Sanja Fidler

* Webpage: https://nv-tlabs.github.io/meta-sim/ 

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Devil is in the Edges: Learning Semantic Boundaries from Noisy Annotations


Apr 16, 2019
David Acuna, Amlan Kar, Sanja Fidler

* CVPR 2019 
* Accepted as a CVPR 2019 oral paper (Project Page: https://nv-tlabs.github.io/STEAL/

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Fast Interactive Object Annotation with Curve-GCN


Mar 16, 2019
Huan Ling, Jun Gao, Amlan Kar, Wenzheng Chen, Sanja Fidler

* In Computer Vision and Pattern Recognition (CVPR), Long Beach, US, 2019 

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Lifelong Learning for Image Captioning by Asking Natural Language Questions


Dec 01, 2018
Kevin Shen, Amlan Kar, Sanja Fidler


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Color Sails: Discrete-Continuous Palettes for Deep Color Exploration


Jun 07, 2018
Maria Shugrina, Amlan Kar, Karan Singh, Sanja Fidler

* 14 pages, 13 figures 

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Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++


Mar 26, 2018
David Acuna, Huan Ling, Amlan Kar, Sanja Fidler

* Accepted to CVPR 2018 (http://www.cs.toronto.edu/polyrnn/

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AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos


Jun 25, 2017
Amlan Kar, Nishant Rai, Karan Sikka, Gaurav Sharma

* CVPR 2017 Camera Ready Version 

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