Thakur, Anshul

11 publications

CVPR 2025 F^3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-Objective Meta-Heuristics Pramit Saha, Felix Wagner, Divyanshu Mishra, Can Peng, Anshul Thakur, David A. Clifton, Konstantinos Kamnitsas, J. Alison Noble
AISTATS 2025 Information Transfer Across Clinical Tasks via Adaptive Parameter Optimisation Anshul Thakur, Elena Gal, Soheila Molaei, Xiao Gu, Patrick Schwab, Danielle Belgrave, Kim Branson, David A. Clifton
ICLRW 2025 Leveraging Shared Feature Representation in Cross-Domain Alignment of Decision Thresholds for Electronic Health Records Data. Elena Gal, Anshul Thakur, Soheila Molaei, Andrew Soltan, David A. Clifton
AISTATS 2025 Optimising Clinical Federated Learning Through Mode Connectivity-Based Model Aggregation Anshul Thakur, Soheila Molaei, Patrick Schwab, Danielle Belgrave, Kim Branson, David A. Clifton
CVPRW 2025 Towards Exploring Continual Learning for Toxicologic Pathology in Pharmaceutical Drug Discovery Arijit Patra, Jinge Wu, Honghan Wu, Anshul Thakur
AISTATS 2024 Federated Learning for Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks Soheila Molaei, Anshul Thakur, Ghazaleh Niknam, Andrew Soltan, Hadi Zare, David A Clifton
AISTATS 2023 Adversarial De-Confounding in Individualised Treatment Effects Estimation Vinod K. Chauhan, Soheila Molaei, Marzia Hoque Tania, Anshul Thakur, Tingting Zhu, David A. Clifton
ICLRW 2023 Mode Connections for Clinical Incremental Learning:Lessons from the COVID-19 Pandemic Anshul Thakur, Chenyang Wang, Taha Ceritli, David Eyre, David A. Clifton
NeurIPSW 2023 Pitfalls in Measuring Neural Transferability Suryaka Suresh, Vinayak Abrol, Anshul Thakur
NeurIPSW 2022 Does Geometric Structure in Convolutional Filter Space Provide Filter Redundancy Information? Anshul Thakur, Vinayak Abrol, Pulkit Sharma
CVPRW 2020 Glaucoma Precognition: Recognizing Preclinical Visual Functional Signs of Glaucoma Krati Gupta, Anshul Thakur, Michael H. Goldbaum, Siamak Yousefi