Esla Timothy Anzaku

19 papers A 1B 2C 2Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Balancing Redundancy and Diversity: An In-Depth Analysis of Active Learning for Laparoscopic Video Segmentation.
DEMI@MICCAI
Seyed Amir Mousavi, Esla Timothy Anzaku, Utku Ozbulak, Robbe De Muynck, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Wesley De Neve
2025 J jnl
Detecting Regional Spurious Correlations in Vision Transformers via Token Discarding.
CoRR
Solha Kang, Esla Timothy Anzaku, Wesley De Neve, Arnout Van Messem, Joris Vankerschaver, François Rameau, Utku Ozbulak
2025 J jnl
Re-assessing accuracy degradation: a framework for understanding DNN behavior on similar-but-non-identical test datasets.
Mach. Learn.
Esla Timothy Anzaku, Haohan Wang, Ajiboye Babalola, Arnout Van Messem, Wesley De Neve
2025 J jnl
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets?
CoRR
Utku Ozbulak, Esla Timothy Anzaku, Solha Kang, Wesley De Neve, Joris Vankerschaver
2024 — conf
A Reference-Based Approach for Tumor Size Estimation in Monocular Laparoscopic Videos.
CMMCA@MICCAI
Seyed Amir Mousavi, Francesca Tozzi, Homin Park, Esla Timothy Anzaku, Matthias Van Liefferinge, Nikdokht Rashidian, Wouter Willaert, Wesley De Neve
2024 J jnl
Leveraging Human-Machine Interactions for Computer Vision Dataset Quality Enhancement.
CoRR
Esla Timothy Anzaku, Hyesoo Hong, Jin-Woo Park, Wonjun Yang, Kangmin Kim, Jongbum Won, Deshika Vinoshani Kumari Herath, Arnout Van Messem, Wesley De Neve
2024 J jnl
Re-assessing ImageNet: How aligned is its single-label assumption with its multi-label nature?
CoRR
Esla Timothy Anzaku, Seyed Amir Mousavi, Arnout Van Messem, Wesley De Neve
2024 B conf
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets?
IJCNN
Utku Ozbulak, Esla Timothy Anzaku, Solha Kang, Wesley De Neve, Joris Vankerschaver
2023 J jnl
CRISPR-Cas-Docker: web-based in silico docking and machine learning-based classification of crRNAs with Cas proteins.
BMC Bioinform.
Ho-min Park, Jongbum Won, Yunseol Park, Esla Timothy Anzaku, Joris Vankerschaver, Arnout Van Messem, Wesley De Neve, Hyunjin Shim
2023 J jnl
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training.
CoRR
Utku Ozbulak, Hyun Jung Lee, Beril Boga, Esla Timothy Anzaku, Ho-min Park, Arnout Van Messem, Wesley De Neve, Joris Vankerschaver
2023 J jnl
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training.
Trans. Mach. Learn. Res.
Utku Ozbulak, Hyun Jung Lee, Beril Boga, Esla Timothy Anzaku, Ho-min Park, Arnout Van Messem, Wesley De Neve, Joris Vankerschaver
2023 — conf
Leveraging Human-Machine Interactions for Computer Vision Dataset Quality Enhancement.
IHCI (1)
Esla Timothy Anzaku, Hyesoo Hong, Jin-Woo Park, Wonjun Yang, Kangmin Kim, Jongbum Won, Deshika Vinoshani Kumari Herath, Arnout Van Messem, Wesley De Neve
2022 J jnl
A Principled Evaluation Protocol for Comparative Investigation of the Effectiveness of DNN Classification Models on Similar-but-non-identical Datasets.
CoRR
Esla Timothy Anzaku, Haohan Wang, Arnout Van Messem, Wesley De Neve
2021 A conf
Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks.
BMVC
Utku Ozbulak, Esla Timothy Anzaku, Wesley De Neve, Arnout Van Messem
2021 J jnl
Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks.
CoRR
Utku Ozbulak, Esla Timothy Anzaku, Wesley De Neve, Arnout Van Messem
2020 — conf
Automatic Detection of Trypanosomosis in Thick Blood Smears Using Image Pre-processing and Deep Learning.
IHCI (2)
Taewoo Jung, Esla Timothy Anzaku, Utku Özbulak, Stefan Magez, Arnout Van Messem, Wesley De Neve
2010 C conf
Multi-Factor Authentication Using Fingerprints and User-Specific Random Projection.
APWeb
Esla Timothy Anzaku, Hosik Sohn, Yong Man Ro
2010 C conf
Privacy Preserving Facial and Fingerprint Multi-biometric Authentication.
IWDW
Esla Timothy Anzaku, Hosik Sohn, Yong Man Ro
2009 B conf
Privacy Protection in Video Surveillance Systems Using Scalable Video Coding.
AVSS
Hosik Sohn, Esla Timothy Anzaku, Wesley De Neve, Yong Man Ro, Konstantinos N. Plataniotis