Prashant Shivaram Bhat

According to our database, Prashant Shivaram Bhat authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning.

Prashant Shivaram Bhat, Bharath Renjith, Elahe Arani, Bahram Zonooz

Trans. Mach. Learn. Res., 2024

Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning.

Prashant Shivaram Bhat, Bharath Renjith, Elahe Arani, Bahram Zonooz

CoRR, 2024

2023

TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion.

Preetha Vijayan, Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning.

Kishaan Jeeveswaran, Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani

Proceedings of the International Conference on Machine Learning, 2023

Task-Aware Information Routing from Common Representation Space in Lifelong Learning.

Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Consistency is the Key to Further Mitigating Catastrophic Forgetting in Continual Learning.

Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani

Proceedings of the Conference on Lifelong Learning Agents, 2022

Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach.

Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani

Proceedings of the Conference on Lifelong Learning Agents, 2022

2021

Distill on the Go: Online Knowledge Distillation in Self-Supervised Learning.

Prashant Shivaram Bhat, Elahe Arani, Bahram Zonooz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021