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2004.11838
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Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response
International Conference on Information Systems for Crisis Response and Management (ISCRAM), 2020
14 April 2020
Ferda Ofli
Firoj Alam
Muhammad Imran
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Papers citing
"Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response"
18 / 18 papers shown
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System
Maosheng Qin
Renyu Zhu
Mingxuan Xia
Chenkai Chen
Zhen Zhu
...
Junbo Zhao
Lu Xu
Changjie Fan
R. Wu
Haobo Wang
121
0
0
17 Sep 2025
Structured AI Decision-Making in Disaster Management
Scientific Reports (Sci Rep), 2025
Julian Gerald Dcruz
Argyrios Zolotas
Niall Ross Greenwood
Miguel Arana-Catania
139
0
0
01 Sep 2025
Contextual Attention-Based Multimodal Fusion of LLM and CNN for Sentiment Analysis
Meriem Zerkouk
Miloud Mihoubi
Belkacem Chikhaoui
100
5
0
15 Aug 2025
MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification
Iustin Sîrbu
Robert-Adrian Popovici
Cornelia Caragea
Stefan Trausan-Matu
Traian Rebedea
262
2
0
09 Jun 2025
MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning
L. Yang
Wei Emma Zhang
Quan Z. Sheng
L. Yao
Weitong Chen
Weitong Chen
405
0
0
11 May 2025
WildFireCan-MMD: A Multimodal Dataset for Classification of User-Generated Content During Wildfires in Canada
Braeden Sherritt
Isar Nejadgholi
Efstratios Aivaliotis
Khaled Mslmani
Marzieh Amini
VLM
504
0
0
17 Apr 2025
Few-shot Learning for Multi-modal Social Media Event Filtering
International Workshop on Information Forensics and Security (WIFS), 2022
José Nascimento
J. P. Cardenuto
J. Yang
Anderson de Rezende Rocha
117
4
0
16 Nov 2022
Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Gaurav Verma
Vishwa Vinay
Ryan A. Rossi
Srijan Kumar
VLM
AAML
198
9
0
04 Nov 2022
Overcoming Language Disparity in Online Content Classification with Multimodal Learning
International Conference on Web and Social Media (ICWSM), 2022
Gaurav Verma
Rohit Mujumdar
Zijie J. Wang
M. D. Choudhury
Srijan Kumar
261
16
0
19 May 2022
TeamX@DravidianLangTech-ACL2022: A Comparative Analysis for Troll-Based Meme Classification
R. N. Nandi
Firoj Alam
Preslav Nakov
158
5
0
09 May 2022
A Real-time System for Detecting Landslide Reports on Social Media using Artificial Intelligence
International Conference on Web Engineering (ICWE), 2022
Ferda Ofli
U. Qazi
Muhammad Imran
J. Roch
C. Pennington
V. Banks
R. Bossu
235
6
0
14 Feb 2022
Landslide Detection in Real-Time Social Media Image Streams
Ferda Ofli
Muhammad Imran
U. Qazi
J. Roch
C. Pennington
V. Banks
R. Bossu
126
19
0
03 Oct 2021
MEDIC: A Multi-Task Learning Dataset for Disaster Image Classification
Firoj Alam
Tanvirul Alam
Md. Arid Hasan
A. Hasnat
Muhammad Imran
Ferda Ofli
VLM
288
72
0
29 Aug 2021
A Machine learning approach for rapid disaster response based on multi-modal data. The case of housing & shelter needs
Karla Saldana Ochoa
T. Comes
132
4
0
29 Jul 2021
HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks
International Conference on Web and Social Media (ICWSM), 2021
Firoj Alam
U. Qazi
Muhammad Imran
Ferda Ofli
159
84
0
07 Apr 2021
Flood Detection via Twitter Streams using Textual and Visual Features
MediaEval Benchmarking Initiative for Multimedia Evaluation (MediaEval), 2020
Firoj Alam
Zohaib Hassan
Kashif Ahmad
Asma Gul
Michael Reiglar
Nicola Conci
Ala I. Al-Fuqaha
98
5
0
30 Nov 2020
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response
International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2020
Firoj Alam
Ferda Ofli
Muhammad Imran
Tanvirul Alam
U. Qazi
VLM
147
66
0
17 Nov 2020
COBRA: Contrastive Bi-Modal Representation Algorithm
Vishaal Udandarao
A. Maiti
Deepak Srivatsav
Suryatej Reddy Vyalla
Yifang Yin
R. Shah
233
28
0
07 May 2020
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