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
Laurent Itti

University of Southern California, USA

Lifelong Learning Without a Task Oracle

Nov 09, 2020
Amanda Rios, Laurent Itti

* Proceedings of the IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI 2020) 

  Access Paper or Ask Questions

Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning

Oct 07, 2020
Sumedh A. Sontakke, Arash Mehrjou, Laurent Itti, Bernhard Schölkopf


  Access Paper or Ask Questions

Unsupervised Hierarchical Concept Learning

Oct 06, 2020
Sumegh Roychowdhury, Sumedh A. Sontakke, Nikaash Puri, Mausoom Sarkar, Milan Aggarwal, Pinkesh Badjatiya, Balaji Krishnamurthy, Laurent Itti


  Access Paper or Ask Questions

Beneficial Perturbations Network for Defending Adversarial Examples

Sep 27, 2020
Shixian Wen, Laurent Itti

* submitted to AAAI. arXiv admin note: text overlap with arXiv:1910.04279 

  Access Paper or Ask Questions

Beneficial Perturbation Network for designing general adaptive artificial intelligence systems

Sep 27, 2020
Shixian Wen, Amanda Rios, Yunhao Ge, Laurent Itti

* Under review: IEEE TNNLS Keyword: Adaptive artificial intelligence system , Switch modes , Beneficial perturbations , Continual learning , Adversarial examples. arXiv admin note: text overlap with arXiv:1906.10528 

  Access Paper or Ask Questions

Zero-shot Synthesis with Group-Supervised Learning

Sep 14, 2020
Yunhao Ge, Sami Abu-El-Haija, Gan Xin, Laurent Itti

* 17 pages including supplemental materials,9 figures 

  Access Paper or Ask Questions

Attentive Feature Reuse for Multi Task Meta learning

Jun 12, 2020
Kiran Lekkala, Laurent Itti


  Access Paper or Ask Questions

Pose Augmentation: Class-agnostic Object Pose Transformation for Object Recognition

Mar 19, 2020
Yunhao Ge, Jiaping Zhao, Laurent Itti

* 21 pages(including references) 6 figures 

  Access Paper or Ask Questions

Meta Adaptation using Importance Weighted Demonstrations

Nov 23, 2019
Kiran Lekkala, Sami Abu-El-Haija, Laurent Itti


  Access Paper or Ask Questions

Adversarial Training: embedding adversarial perturbations into the parameter space of a neural network to build a robust system

Oct 09, 2019
Shixian Wen, Laurent Itti


  Access Paper or Ask Questions

Learning Causal State Representations of Partially Observable Environments

Jun 25, 2019
Amy Zhang, Zachary C. Lipton, Luis Pineda, Kamyar Azizzadenesheli, Anima Anandkumar, Laurent Itti, Joelle Pineau, Tommaso Furlanello

* 16 pages, 11 figures 

  Access Paper or Ask Questions

Beneficial perturbation network for continual learning

Jun 22, 2019
Shixian Wen, Laurent Itti


  Access Paper or Ask Questions

Closed-Loop GAN for continual Learning

Nov 03, 2018
Amanda Rios, Laurent Itti


  Access Paper or Ask Questions

Born Again Neural Networks

Jun 29, 2018
Tommaso Furlanello, Zachary C. Lipton, Michael Tschannen, Laurent Itti, Anima Anandkumar

* Published @ICML 2018 

  Access Paper or Ask Questions

Overcoming catastrophic forgetting problem by weight consolidation and long-term memory

May 18, 2018
Shixian Wen, Laurent Itti

* for Conference on Neural Information Processing Systems 2018 submission 

  Access Paper or Ask Questions

Learning to Recognize Objects by Retaining other Factors of Variation

Jan 22, 2017
Jiaping Zhao, Chin-kai Chang, Laurent Itti

* 9 pages, accepted by WACV 2017 

  Access Paper or Ask Questions

Improved Deep Learning of Object Category using Pose Information

Jan 22, 2017
Jiaping Zhao, Laurent Itti

* 10 pages, accepted by WACV 2017 

  Access Paper or Ask Questions

metricDTW: local distance metric learning in Dynamic Time Warping

Jun 11, 2016
Jiaping Zhao, Zerong Xi, Laurent Itti


  Access Paper or Ask Questions

Detecting "Smart" Spammers On Social Network: A Topic Model Approach

Jun 09, 2016
Linqing Liu, Yao Lu, Ye Luo, Renxian Zhang, Laurent Itti, Jianwei Lu

* NAACL-HLT 2016, Student Research Workshop 

  Access Paper or Ask Questions

Active Long Term Memory Networks

Jun 07, 2016
Tommaso Furlanello, Jiaping Zhao, Andrew M. Saxe, Laurent Itti, Bosco S. Tjan


  Access Paper or Ask Questions

shapeDTW: shape Dynamic Time Warping

Jun 06, 2016
Jiaping Zhao, Laurent Itti

* 14 pages 

  Access Paper or Ask Questions

What can we learn about CNNs from a large scale controlled object dataset?

Jan 26, 2016
Ali Borji, Saeed Izadi, Laurent Itti


  Access Paper or Ask Questions

Computational models: Bottom-up and top-down aspects

Oct 27, 2015
Laurent Itti, Ali Borji

* The Oxford Handbook of Attention, (A. C. Nobre, S. Kastner Ed.), pp. 1-20, 2013 

  Access Paper or Ask Questions

Computational models of attention

Oct 24, 2015
Laurent Itti, Ali Borji

* Cognitive Neuroscience: The Biology of the Mind (Fifth Edition), (M. S. Gazzaniga, R. B. Ivry, G. R. Mangun Ed.), pp. 1-10, 2014 

  Access Paper or Ask Questions

CAT2000: A Large Scale Fixation Dataset for Boosting Saliency Research

May 14, 2015
Ali Borji, Laurent Itti


  Access Paper or Ask Questions

6th International Symposium on Attention in Cognitive Systems 2013

Jul 30, 2013
Lucas Paletta, Laurent Itti, Björn Schuller, Fang Fang

* conference 

  Access Paper or Ask Questions