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Robust Training of Social Media Image Classification Models for Rapid
Disaster Response

Robust Training of Social Media Image Classification Models for Rapid Disaster Response

9 April 2021

Firoj Alam

Papers citing "Robust Training of Social Media Image Classification Models for Rapid Disaster Response"

18 / 18 papers shown

Title
MEDIC: A Multi-Task Learning Dataset for Disaster Image Classification Firoj Alam Tanvirul Alam Md. Arid Hasan A. Hasnat Muhammad Imran Ferda Ofli VLM 42 52 0 29 Aug 2021
Flood Detection via Twitter Streams using Textual and Visual Features Firoj Alam Zohaib Hassan Kashif Ahmad Asma Gul Michael Reiglar Nicola Conci Ala I. Al-Fuqaha 26 4 0 30 Nov 2020
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response Firoj Alam Ferda Ofli Muhammad Imran Tanvirul Alam U. Qazi VLM 46 53 0 17 Nov 2020
Visual Sentiment Analysis from Disaster Images in Social Media Syed Zohaib Hassan Kashif Ahmad Steven Hicks Pål Halvorsen Ala I. Al-Fuqaha Nicola Conci Michael Riegler 39 43 0 04 Sep 2020
Detecting natural disasters, damage, and incidents in the wild Ethan Weber Nuria Marzo Dim P. Papadopoulos A. Biswas Àgata Lapedriza Ferda Ofli Muhammad Imran Antonio Torralba 58 56 0 20 Aug 2020
Multimodal Categorization of Crisis Events in Social Media Mahdi Abavisani Liwei Wu Shengli Hu Joel R. Tetreault A. Jaimes 73 88 0 10 Apr 2020
Multitask Emotion Recognition with Incomplete Labels Didan Deng Zhaokang Chen Bertram E. Shi CVBM 51 95 0 10 Feb 2020
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Kihyuk Sohn David Berthelot Chun-Liang Li Zizhao Zhang Nicholas Carlini E. D. Cubuk Alexey Kurakin Han Zhang Colin Raffel AAML 155 3,554 0 21 Jan 2020
ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring David Berthelot Nicholas Carlini E. D. Cubuk Alexey Kurakin Kihyuk Sohn Han Zhang Colin Raffel 92 681 0 21 Nov 2019
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 307 2,387 0 11 Nov 2019
RandAugment: Practical automated data augmentation with a reduced search space E. D. Cubuk Barret Zoph Jonathon Shlens Quoc V. Le MQ 229 3,490 0 30 Sep 2019
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace D. Kollias Stefanos Zafeiriou CVBM 76 346 0 25 Sep 2019
Unsupervised Data Augmentation for Consistency Training Qizhe Xie Zihang Dai Eduard H. Hovy Minh-Thang Luong Quoc V. Le 135 2,316 0 29 Apr 2019
Localizing and Quantifying Damage in Social Media Images Xukun Li Xukun Li Doina Caragea Muhammad Imran 38 57 0 09 Jun 2018
Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises T. Nguyen Firoj Alam Ferda Ofli Muhammad Imran 46 86 0 09 Apr 2017
Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 185 2,560 0 07 Oct 2016
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 150 7,486 0 24 Feb 2016
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 231 8,336 0 06 Nov 2014

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