Gobinda Saha

25 papers A* 4A 1Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Amphibian: A Meta-Learning Framework for Rehearsal-Free, Fast Online Continual Learning.
Trans. Mach. Learn. Res.
Gobinda Saha, Kaushik Roy
2025 A* conf
SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness.
AAAI
Sangamesh Kodge, Deepak Ravikumar, Gobinda Saha, Kaushik Roy
2024 J jnl
CoDeC: Communication-Efficient Decentralized Continual Learning.
Trans. Mach. Learn. Res.
Sakshi Choudhary, Sai Aparna Aketi, Gobinda Saha, Kaushik Roy
2024 J jnl
Continual Learning: A Review of Techniques, Challenges, and Future Directions.
IEEE Trans. Artif. Intell.
Buddhi Wickramasinghe, Gobinda Saha, Kaushik Roy
2024 J jnl
Deep Unlearning: Fast and Efficient Gradient-free Class Forgetting.
Trans. Mach. Learn. Res.
Sangamesh Kodge, Gobinda Saha, Kaushik Roy
2024 — conf
Eigen Attention: Attention in Low-Rank Space for KV Cache Compression.
EMNLP (Findings)
Utkarsh Saxena, Gobinda Saha, Sakshi Choudhary, Kaushik Roy
2024 J jnl
Eigen Attention: Attention in Low-Rank Space for KV Cache Compression.
CoRR
Utkarsh Saxena, Gobinda Saha, Sakshi Choudhary, Kaushik Roy
2024 J jnl
Homogenizing Non-IID Datasets via In-Distribution Knowledge Distillation for Decentralized Learning.
Trans. Mach. Learn. Res.
Deepak Ravikumar, Gobinda Saha, Sai Aparna Aketi, Kaushik Roy
2024 J jnl
Verifix: Post-Training Correction to Improve Label Noise Robustness with Verified Samples.
CoRR
Sangamesh Kodge, Deepak Ravikumar, Gobinda Saha, Kaushik Roy
2023 J jnl
CoDeC: Communication-Efficient Decentralized Continual Learning.
CoRR
Sakshi Choudhary, Sai Aparna Aketi, Gobinda Saha, Kaushik Roy
2023 A* conf
Continual Learning with Scaled Gradient Projection.
AAAI
Gobinda Saha, Kaushik Roy
2023 J jnl
Continual Learning with Scaled Gradient Projection.
CoRR
Gobinda Saha, Kaushik Roy
2023 J jnl
Deep Unlearning: Fast and Efficient Training-free Approach to Controlled Forgetting.
CoRR
Sangamesh Kodge, Gobinda Saha, Kaushik Roy
2023 J jnl
Homogenizing Non-IID datasets via In-Distribution Knowledge Distillation for Decentralized Learning.
CoRR
Deepak Ravikumar, Gobinda Saha, Sai Aparna Aketi, Kaushik Roy
2023 J jnl
Online continual learning with saliency-guided experience replay using tiny episodic memory.
Mach. Vis. Appl.
Gobinda Saha, Kaushik Roy
2023 A conf
Saliency Guided Experience Packing for Replay in Continual Learning.
WACV
Gobinda Saha, Kaushik Roy
2022 A* conf
A cross-layer approach to cognitive computing: invited.
DAC
Gobinda Saha, Cheng Wang, Anand Raghunathan, Kaushik Roy
2021 A* conf
Gradient Projection Memory for Continual Learning.
ICLR
Gobinda Saha, Isha Garg, Kaushik Roy
2021 J jnl
Gradient Projection Memory for Continual Learning.
CoRR
Gobinda Saha, Isha Garg, Kaushik Roy
2021 J jnl
SPACE: Structured Compression and Sharing of Representational Space for Continual Learning.
IEEE Access
Gobinda Saha, Isha Garg, Aayush Ankit, Kaushik Roy
2021 J jnl
Saliency Guided Experience Packing for Replay in Continual Learning.
CoRR
Gobinda Saha, Kaushik Roy
2020 J jnl
An Energy-Efficient and High Throughput in-Memory Computing Bit-Cell With Excellent Robustness Under Process Variations for Binary Neural Network.
IEEE Access
Gobinda Saha, Zhewei Jiang, Sanjay Parihar, Xi Cao, Jack M. Higman, Muhammed Ahosan Ul Karim
2020 J jnl
Structured Compression and Sharing of Representational Space for Continual Learning.
CoRR
Gobinda Saha, Isha Garg, Aayush Ankit, Kaushik Roy
2018 J jnl
All-Photonic Phase Change Spiking Neuron: Toward Fast Neural Computing using Light.
CoRR
Indranil Chakraborty, Gobinda Saha, Abhronil Sengupta, Kaushik Roy
2018 J jnl
Photonic Spiking Neural Networks - From Devices to Systems.
CoRR
Indranil Chakraborty, Gobinda Saha, Kaushik Roy