Shaunak Halbe

According to our database, Shaunak Halbe authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

The Geometry of Robustness: Optimizing Loss Landscape Curvature and Feature Manifold Alignment for Robust Finetuning of Vision-Language Models.

Shivang Chopra, Shaunak Halbe, Chengyue Huang, Brisa Maneechotesuwan, Zsolt Kira

CoRR, March, 2026

VIRTUE: Versatile Video Retrieval Through Unified Embeddings.

Shaunak Halbe, Bhagyashree Puranik, Jayakrishnan Unnikrishnan, Kushan Thakkar, Vimal Bhat, Toufiq Parag

CoRR, January, 2026

Grounding Descriptions in Images informs Zero-Shot Visual Recognition.

Shaunak Halbe, Junjiao Tian, K. J. Joseph, James Seale Smith, Katherine Stevo, Vineeth N. Balasubramanian, Zsolt Kira

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2024

Continual Adaptation of Vision Transformers for Federated Learning.

Shaunak Halbe, James Seale Smith, Junjiao Tian, Zsolt Kira

Trans. Mach. Learn. Res., 2024

Adaptive Memory Replay for Continual Learning.

James Seale Smith, Lazar Valkov, Shaunak Halbe, Vyshnavi Gutta, Rogério Feris, Zsolt Kira, Leonid Karlinsky

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning.

Shaunak Halbe, James Seale Smith, Junjiao Tian, Zsolt Kira

CoRR, 2023

A Closer Look at Rehearsal-Free Continual Learning.

James Seale Smith, Junjiao Tian, Shaunak Halbe, Yen-Chang Hsu, Zsolt Kira

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023