Prashant Shivaram Bhat

19 papers A* 3Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Parameter Efficient Continual Learning with Dynamic Low- Rank Adaptation.
Trans. Mach. Learn. Res.
Prashant Shivaram Bhat, Shakib Yazdani, Elahe Arani, Bahram Zonooz
2025 J jnl
Continual Learning Beyond Experience Rehearsal and Full Model Surrogates.
CoRR
Prashant Shivaram Bhat, Laurens Niesten, Elahe Arani, Bahram Zonooz
2025 J jnl
Parameter Efficient Continual Learning with Dynamic Low-Rank Adaptation.
CoRR
Prashant Shivaram Bhat, Shakib Yazdani, Elahe Arani, Bahram Zonooz
2024 J jnl
IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning.
CoRR
Prashant Shivaram Bhat, Bharath Renjith, Elahe Arani, Bahram Zonooz
2024 J jnl
IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning.
Trans. Mach. Learn. Res.
Prashant Shivaram Bhat, Bharath Renjith, Elahe Arani, Bahram Zonooz
2024 — conf
Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning.
CoLLAs
Prashant Shivaram Bhat, Bharath Chennamkulam Renjith, Elahe Arani, Bahram Zonooz
2024 J jnl
Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning.
CoRR
Prashant Shivaram Bhat, Bharath Renjith, Elahe Arani, Bahram Zonooz
2023 A* conf
BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning.
ICML
Kishaan Jeeveswaran, Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2023 J jnl
BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning.
CoRR
Kishaan Jeeveswaran, Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2023 A* conf
Task-Aware Information Routing from Common Representation Space in Lifelong Learning.
ICLR
Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2023 J jnl
Task-Aware Information Routing from Common Representation Space in Lifelong Learning.
CoRR
Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2023 A* conf
TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion.
NeurIPS
Preetha Vijayan, Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2023 J jnl
TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion.
CoRR
Preetha Vijayan, Prashant Shivaram Bhat, Elahe Arani, Bahram Zonooz
2022 — conf
Consistency is the Key to Further Mitigating Catastrophic Forgetting in Continual Learning.
CoLLAs
Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2022 J jnl
Consistency is the key to further mitigating catastrophic forgetting in continual learning.
CoRR
Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2022 — conf
Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach.
CoLLAs
Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2022 J jnl
Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach.
CoRR
Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2021 — conf
Distill on the Go: Online Knowledge Distillation in Self-Supervised Learning.
CVPR Workshops
Prashant Shivaram Bhat, Elahe Arani, Bahram Zonooz
2021 J jnl
Distill on the Go: Online knowledge distillation in self-supervised learning.
CoRR
Prashant Shivaram Bhat, Elahe Arani, Bahram Zonooz