Prashant Shivaram Bhat

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 11

Top Topics

Lifelong Learning

Incremental Learning

Online Learning

Acquire Knowledge

Top Venues

Publications

Prashant Shivaram Bhat, Bharath Renjith, Elahe Arani, Bahram Zonooz
IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning. Trans. Mach. Learn. Res. 2024 (2024)
Prashant Shivaram Bhat, Bharath Renjith, Elahe Arani, Bahram Zonooz
IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning. CoRR (2024)
Prashant Shivaram Bhat, Bharath Renjith, Elahe Arani, Bahram Zonooz
Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning. CoRR (2024)
Kishaan Jeeveswaran, Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning. ICML (2023)
Kishaan Jeeveswaran, Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning. CoRR (2023)
Preetha Vijayan, Prashant Shivaram Bhat, Elahe Arani, Bahram Zonooz
TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion. CoRR (2023)
Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
Task-Aware Information Routing from Common Representation Space in Lifelong Learning. CoRR (2023)
Preetha Vijayan, Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion. NeurIPS (2023)
Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
Task-Aware Information Routing from Common Representation Space in Lifelong Learning. ICLR (2023)
Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
Consistency is the Key to Further Mitigating Catastrophic Forgetting in Continual Learning. CoLLAs (2022)
Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach. CoLLAs (2022)