Sara Atito

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 21

Top Topics

Supervised Learning

Top Venues

CLEF (Working Notes)

Pattern Recognit.

Publications

Xuefeng Zhu, Tianyang Xu, Sara Atito, Muhammad Awais, Xiaojun Wu, Zhen-Hua Feng, Josef Kittler
Self-supervised learning for RGB-D object tracking. Pattern Recognit. 155 (2024)
Jiantao Wu, Shentong Mo, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais
DailyMAE: Towards Pretraining Masked Autoencoders in One Day. CoRR (2024)
Abhijeet Parida, Daniel Capellán-Martín, Sara Atito, Muhammad Awais, María J. Ledesma-Carbayo, Marius George Linguraru, Syed Muhammad Anwar
DiCoM - Diverse Concept Modeling towards Enhancing Generalizability in Chest X-Ray Studies. CoRR (2024)
Srinivasa Rao Nandam, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais
Investigating Self-Supervised Methods for Label-Efficient Learning. CoRR (2024)
Srinivasa Rao Nandam, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais
Pseudo Labelling for Enhanced Masked Autoencoders. CoRR (2024)
Zhangyong Tang, Tianyang Xu, Zhen-Hua Feng, Xuefeng Zhu, He Wang, Pengcheng Shao, Chunyang Cheng, Xiaojun Wu, Muhammad Awais, Sara Atito, Josef Kittler
Revisiting RGBT Tracking Benchmarks from the Perspective of Modality Validity: A New Benchmark, Problem, and Method. CoRR (2024)
Umar Marikkar, Sara Atito, Muhammad Awais, Adam Mahdi
LT-ViT: A Vision Transformer for Multi-Label Chest X-Ray Classification. ICIP (2023)
Umar Marikkar, Sara Atito, Muhammad Awais, Adam Mahdi
LT-ViT: A Vision Transformer for multi-label Chest X-ray classification. CoRR (2023)
Cong Wu, Xiao-Jun Wu, Josef Kittler, Tianyang Xu, Sara Atito, Muhammad Awais, Zhenhua Feng
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition. CoRR (2023)
Jiantao Wu, Shentong Mo, Sara Atito, Josef Kittler, Zhenhua Feng, Muhammad Awais
Beyond Accuracy: Statistical Measures and Benchmark for Evaluation of Representation from Self-Supervised Learning. CoRR (2023)
Sara Atito, Muhammad Awais, Tony Alex, Josef Kittler
Group Masked Model Learning for General Audio Representation. ICIP (2023)
Sara Atito, Muhammad Awais, Srinivasa Nandam, Josef Kittler
GMML is All You Need. ICIP (2023)
Jiantao Wu, Shentong Mo, Muhammad Awais, Sara Atito, Zhenhua Feng, Josef Kittler
Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding. CoRR (2023)
Jiantao Wu, Shentong Mo, Muhammad Awais, Sara Atito, Xingshen Zhang, Lin Wang, Xiang Yang
Variantional autoencoder with decremental information bottleneck for disentanglement. CoRR (2023)
Sara Atito, Syed Muhammad Anwar, Muhammad Awais, Josef Kittler
SB-SSL: Slice-Based Self-supervised Transformers for Knee Abnormality Classification from MRI. MILLanD@MICCAI (2022)
Syed Muhammad Anwar, Abhijeet Parida, Sara Atito, Muhammad Awais, Gustavo Nino, Josef Kitler, Marius George Linguraru
SS-CXR: Multitask Representation Learning using Self Supervised Pre-training from Chest X-Rays. CoRR (2022)
Sara Atito, Muhammad Awais, Wenwu Wang, Mark D. Plumbley, Josef Kittler
ASiT: Audio Spectrogram vIsion Transformer for General Audio Representation. CoRR (2022)
Sara Atito, Syed Muhammad Anwar, Muhammad Awais, Josef Kitler
SB-SSL: Slice-Based Self-Supervised Transformers for Knee Abnormality Classification from MRI. CoRR (2022)
Sara Atito, Muhammad Awais, Josef Kittler
GMML is All you Need. CoRR (2022)
Sara Atito, Berrin A. Yanikoglu, Erchan Aptoula, Ipek Ganiyusufoglu, Aras Yildiz, Kerem Yildirir, Baris Sevilmis, Mehmet Umut Sen
Plant Identification with Deep Learning Ensembles. CLEF (Working Notes) (2018)
Sara Atito, Berrin A. Yanikoglu, Erchan Aptoula
Plant Identification with Large Number of Classes: SabanciU-GebzeTU System in PlantCLEF 2017. CLEF (Working Notes) (2017)