Ibrahim Almakky

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All published works

Action	Title	Year	Authors
+ PDF Chat	Rethinking Weight-Averaged Model-merging	2024	Hu Wang Congbo Ma Ibrahim Almakky Ian R. Reid Gilson Carneiro Mohammad Yaqub
+ PDF Chat	Continual Learning in Medical Imaging from Theory to Practice: A Survey and Practical Analysis	2024	Mohammad Areeb Qazi Anees Ur Rehman Hashmi Santosh Sanjeev Ibrahim Almakky Numan Saeed Mohammad Yaqub
+ PDF Chat	DynaMMo: Dynamic Model Merging for Efficient Class Incremental Learning for Medical Images	2024	Mohammad Areeb Qazi Ibrahim Almakky Anees Ur Rehman Hashmi Santosh Sanjeev Mohammad Yaqub
+ PDF Chat	FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image Analysis	2024	Santosh Sanjeev Nuren Zhaksylyk Ibrahim Almakky Anees Ur Rehman Hashmi Mohammad Areeb Qazi Mohammad Yaqub
+ PDF Chat	TiBiX: Leveraging Temporal Information for Bidirectional X-ray and Report Generation	2024	Santosh Sanjeev Fadillah Adamsyah Maani Arsen Abzhanov Vijay Ram Papineni Ibrahim Almakky Bartłomiej W. Papież Mohammad Yaqub
+ PDF Chat	MedMerge: Merging Models for Effective Transfer Learning to Medical Imaging Tasks	2024	Ibrahim Almakky Santosh Sanjeev Anees Ur Rehman Hashmi Mohammad Areeb Qazi Mohammad Yaqub
+ PDF Chat	XReal: Realistic Anatomy and Pathology-Aware X-ray Generation via Controllable Diffusion Model	2024	Anees Ur Rehman Hashmi Ibrahim Almakky Mohammad Areeb Qazi Santosh Sanjeev Vijay Ram Papineni Dwarikanath Mahapatra Mohammad Yaqub
+ PDF Chat	FedSIS: Federated Split Learning with Intermediate Representation Sampling for Privacy-preserving Generalized Face Presentation Attack Detection	2023	Naif Alkhunaizi Koushik Srivatsan Faris Almalik Ibrahim Almakky Karthik Nandakumar
+ PDF Chat	Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation	2023	Massa Baali Ibrahim Almakky Shady Shehata Fakhri Karray
+	Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation	2023	Massa Baali Ibrahim Almakky Shady Shehata Fakhri Karray
+	FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling	2023	Faris Almalik Naif Alkhunaizi Ibrahim Almakky Karthik Nandakumar
+	SEDA: Self-Ensembling ViT with Defensive Distillation and Adversarial Training for robust Chest X-rays Classification	2023	Raza Imam Ibrahim Almakky Salma Alrashdi Baketah Alrashdi Mohammad Yaqub
+	FedSIS: Federated Split Learning with Intermediate Representation Sampling for Privacy-preserving Generalized Face Presentation Attack Detection	2023	Naif Alkhunaizi Koushik Srivatsan Faris Almalik Ibrahim Almakky Karthik Nandakumar
+	PECon: Contrastive Pretraining to Enhance Feature Alignment between CT and EHR Data for Improved Pulmonary Embolism Diagnosis	2023	Santosh Sanjeev Salwa K. Al Khatib Mai A. Shaaban Ibrahim Almakky Vijay Ram Papineni Mohammad Yaqub
+	Multi-Task Learning Approach for Unified Biometric Estimation from Fetal Ultrasound Anomaly Scans	2023	Mohammad Areeb Qazi Mohammed Talha Alam Ibrahim Almakky W. Diehl Leanne Bricker Mohammad Yaqub
+	Self-Supervision and Multi-Task Learning: Challenges in Fine-Grained COVID-19 Multi-Class Classification from Chest X-rays	2022	Muhammad Ridzuan Ameera Ali Bawazir Ivo Gollini Navarette Ibrahim Almakky Mohammad Yaqub
+ PDF Chat	Self-supervision and Multi-task Learning: Challenges in Fine-Grained COVID-19 Multi-class Classification from Chest X-rays	2022	Muhammad Ridzuan Ameera Bawazir Ivo Gollini Navarrete Ibrahim Almakky Mohammad Yaqub
+	Self-Supervised Transformers for Activity Classification using Ambient Sensors	2020	Luke Hicks Vasile Palade Ibrahim Almakky Ariel Ruiz-Garcia
+	Generative Adversarial Stacked Autoencoders.	2020	Ariel Ruiz-Garcia Ibrahim Almakky Vasile Palade Luke Hicks
+	Generative Adversarial Stacked Autoencoders	2020	Ariel Ruiz-Garcia Ibrahim Almakky Vasile Palade Luke Hicks
+	Self-Supervised Transformers for Activity Classification using Ambient Sensors	2020	Luke Hicks Ariel Ruiz-Garcia Vasile Palade Ibrahim Almakky

Common Coauthors

Coauthor	Papers Together
Mohammad Yaqub	12
Santosh Sanjeev	7
Mohammad Areeb Qazi	6
Anees Ur Rehman Hashmi	5
Luke Hicks	4
Vasile Palade	4
Ariel Ruiz-Garcia	4
Karthik Nandakumar	3
Faris Almalik	3
Naif Alkhunaizi	3
Vijay Ram Papineni	3
Massa Baali	2
Koushik Srivatsan	2
Fakhri Karray	2
Shady Shehata	2
Numan Saeed	1
Fadillah Adamsyah Maani	1
Baketah Alrashdi	1
Nuren Zhaksylyk	1
Arsen Abzhanov	1
Hu Wang	1
Congbo Ma	1
Muhammad Ridzuan	1
Ameera Bawazir	1
Gilson Carneiro	1
Mai A. Shaaban	1
Ivo Gollini Navarrete	1
Mohammed Talha Alam	1
Ivo Gollini Navarette	1
Ameera Ali Bawazir	1
Bartłomiej W. Papież	1
Leanne Bricker	1
Raza Imam	1
Ian R. Reid	1
W. Diehl	1
Muhammad Ridzuan	1
Salma Alrashdi	1
Dwarikanath Mahapatra	1
Salwa K. Al Khatib	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation	2016	Muhammad Ghifary W. Bastiaan Kleijn Mengjie Zhang David Balduzzi Wen Li	1
+ PDF Chat	Adversarial Discriminative Domain Adaptation	2017	Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell	1
+	Deep Residual Learning for Image Recognition	2015	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+	EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks	2019	Mingxing Tan Quoc V. Le	1
+ PDF Chat	Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization	2017	Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra	1
+ PDF Chat	Context Encoders: Feature Learning by Inpainting	2016	Deepak Pathak Philipp Krähenbühl Jeff Donahue Trevor Darrell Alexei A. Efros	1
+ PDF Chat	Densely Connected Convolutional Networks	2017	Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger	1
+ PDF Chat	CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison	2019	Jeremy Irvin Pranav Rajpurkar Michael Ko Yifan Yu Silviana Ciurea-Ilcus Chris Chute Henrik Marklund Behzad Haghgoo Robyn L. Ball Katie Shpanskaya	1
+ PDF Chat	SphereFace: Deep Hypersphere Embedding for Face Recognition	2017	Weiyang Liu Yandong Wen Zhiding Yu Ming Li Bhiksha Raj Le Song	1
+ PDF Chat	Deep Tree Learning for Zero-Shot Face Anti-Spoofing	2019	Yaojie Liu Joel Stehouwer Amin Jourabloo Xiaoming Liu	1
+ PDF Chat	A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-Spoofing	2019	Shifeng Zhang Xiaobo Wang Ajian Liu Chenxu Zhao Jun Wan Sérgio Escalera Hailin Shi Zezheng Wang Stan Z. Li	1
+ PDF Chat	ArcFace: Additive Angular Margin Loss for Deep Face Recognition	2019	Jiankang Deng Jia Guo Niannan Xue Stefanos Zafeiriou	1
+ PDF Chat	Regularized Fine-Grained Meta Face Anti-Spoofing	2020	Rui Shao Xiangyuan Lan Pong C. Yuen	1
+ PDF Chat	Learning Meta Model for Zero- and Few-Shot Face Anti-Spoofing	2020	Yunxiao Qin Chenxu Zhao Xiangyu Zhu Zezheng Wang Zitong Yu Tianyu Fu Feng Zhou Jingping Shi Zhen Lei	1
+	A Simple Framework for Contrastive Learning of Visual Representations	2020	Ting Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton	1
+ PDF Chat	CASIA-SURF: A Large-Scale Multi-Modal Benchmark for Face Anti-Spoofing	2020	Shifeng Zhang Ajian Liu Jun Wan Yanyan Liang Guodong Guo Sérgio Escalera Hugo Jair Escalante Stan Z. Li	1
+	Improved Baselines with Momentum Contrastive Learning	2020	Xinlei Chen Haoqi Fan Ross Girshick Kaiming He	1
+	Coronavirus (COVID-19) Classification using CT Images by Machine Learning Methods	2020	Mücahid Barstuğan Umut Özkaya Şaban Öztürk	1
+ PDF Chat	Generative Adversarial Networks are special cases of Artificial Curiosity (1990) and also closely related to Predictability Minimization (1991)	2020	Jürgen Schmidhuber	1
+ PDF Chat	Circle Loss: A Unified Perspective of Pair Similarity Optimization	2020	Yifan Sun Changmao Cheng Yuhan Zhang Chi Zhang Liang Zheng Zhongdao Wang Yichen Wei	1
+ PDF Chat	Single-Side Domain Generalization for Face Anti-Spoofing	2020	Yunpei Jia Jie Zhang Shiguang Shan Xilin Chen	1
+ PDF Chat	Cross-Domain Face Presentation Attack Detection via Multi-Domain Disentangled Representation Learning	2020	Guoqing Wang Hu Han Shiguang Shan Xilin Chen	1
+ PDF Chat	Searching Central Difference Convolutional Networks for Face Anti-Spoofing	2020	Zitong Yu Chenxu Zhao Zezheng Wang Yunxiao Qin Zhuo Su Xiaobai Li Feng Zhou Guoying Zhao	1
+	Adversarial Autoencoders	2015	Alireza Makhzani Jonathon Shlens Navdeep Jaitly Ian Goodfellow Brendan J. Frey	1
+ PDF Chat	Generative Adversarial Stacked Autoencoders for Facial Pose Normalization and Emotion Recognition	2020	Ariel Ruiz-Garcia Vasile Palade Mark Elshaw Mariette Awad	1
+	MoCo-CXR: MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models	2020	Hari Sowrirajan Jingbo Yang Andrew Y. Ng Pranav Rajpurkar	1
+ PDF Chat	NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing	2020	Zitong Yu Jun Wan Yunxiao Qin Xiaobai Li Stan Z. Li Guoying Zhao	1
+ PDF Chat	CelebA-Spoof: Large-Scale Face Anti-spoofing Dataset with Rich Annotations	2020	Yuanhan Zhang Zhenfei Yin Yidong Li Guojun Yin Junjie Yan Jing Shao Ziwei Liu	1
+ PDF Chat	Face Anti-Spoofing with Human Material Perception	2020	Zitong Yu Xiaobai Li Xuesong Niu Jingang Shi Guoying Zhao	1
+ PDF Chat	Face Anti-Spoofing via Disentangled Representation Learning	2020	Ke-Yue Zhang Taiping Yao Jian Zhang Ying Tai Shouhong Ding Jilin Li Feiyue Huang Haichuan Song Lizhuang Ma	1
+ PDF Chat	Cross‐ethnicity face anti‐spoofing recognition challenge: A review	2020	Ajian Liu Xuan Li Jun Wan Yanyan Liang Sérgio Escalera Hugo Jair Escalante Meysam Madadi Yi Jin Zhuoyuan Wu Xiaogang Yu	1
+ PDF Chat	On Disentangling Spoof Trace for Generic Face Anti-spoofing	2020	Yaojie Liu Joel Stehouwer Xiaoming Liu	1
+ PDF Chat	CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing	2021	Ajian Liu Zichang Tan Jun Wan Sérgio Escalera Guodong Guo Stan Z. Li	1
+ PDF Chat	Self-Domain Adaptation for Face Anti-Spoofing	2021	Jingjing Wang Jingyi Zhang Ying Bian Youyi Cai Chunmao Wang Shiliang Pu	1
+	Self-Supervised Deep Convolutional Neural Network for Chest X-Ray Classification	2021	Matej Gazda Ján Plavka Jakub Gazda Peter Drotár	1
+	Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans	2021	Michael Roberts Derek Driggs Matthew Thorpe Julian Gilbey Michael Yeung Stephan Ursprung Angelica I. Aviles‐Rivero Christian Etmann Cathal McCague Lucian Beer	1
+ PDF Chat	A Survey on Multi-Task Learning	2021	Yu Zhang Qiang Yang	1
+ PDF Chat	Federated Generalized Face Presentation Attack Detection	2022	Rui Shao Pramuditha Perera Pong C. Yuen Vishal M. Patel	1
+ PDF Chat	Generalizable Representation Learning for Mixture Domain Face Anti-Spoofing	2021	Zhihong Chen Taiping Yao Kekai Sheng Shouhong Ding Ying Tai Jilin Li Feiyue Huang Xinyu Jin	1
+ PDF Chat	FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space	2021	Quande Liu Cheng Chen Jing Qin Qi Dou Pheng‐Ann Heng	1
+ PDF Chat	Model-Contrastive Federated Learning	2021	Qinbin Li Bingsheng He Dawn Song	1
+	Dual Reweighting Domain Generalization for Face Presentation Attack Detection	2021	Shubao Liu Ke-Yue Zhang Taiping Yao Kekai Sheng Shouhong Ding Ying Tai Jilin Li Yuan Xie Lizhuang Ma	1
+ PDF Chat	Adaptive Normalized Representation Learning for Generalizable Face Anti-Spoofing	2021	ShuBao Liu Ke-Yue Zhang Taiping Yao Mingwei Bi Shouhong Ding Jilin Li Feiyue Huang Lizhuang Ma	1
+ PDF Chat	Disentangled Representation with Dual-stage Feature Learning for Face Anti-spoofing	2022	Yuchun Wang Chien-Yi Wang Shang‐Hong Lai	1
+ PDF Chat	Federated Test-Time Adaptive Face Presentation Attack Detection with Dual-Phase Privacy Preservation	2021	Rui Shao Bochao Zhang Pong C. Yuen Vishal M. Patel	1
+ PDF Chat	Multi-limb Split Learning for Tumor Classification on Vertically Distributed Data	2021	Omar S. Ads Mayar M. Alfares Mohammed A.‐M. Salem	1
+ PDF Chat	Vitranspad: Video Transformer Using Convolution And Self-Attention For Face Presentation Attack Detection	2022	Zuheng Ming Zitong Yu Musab Ghadi Muriel Visani Muhammad Muzzamil Luqman Jean-Christophe Burie	1
+	Self-Supervised Deep Learning to Enhance Breast Cancer Detection on Screening Mammography	2022	John D. Miller Vignesh A. Arasu Albert X. Pu Laurie R. Margolies Weiva Sieh Li Shen	1
+ PDF Chat	HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images	2022	Meirui Jiang Zi-Rui Wang Qi Dou	1
+ PDF Chat	Feature Generation and Hypothesis Verification for Reliable Face Anti-spoofing	2022	Shice Liu Shitao Lu Hongyi Xu Jing Yang Shouhong Ding Lizhuang Ma	1