Gobinda Saha
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Paradigms
(1)
Techniques
(1)
Keywords
continual learning
(3)
singular value decomposition
(3)
orthogonal gradient
(2)
catastrophic forgetting
(2)
neural network optimization
(1)
low-rank approximation
(1)
label noise
(1)
episodic memory
(1)
gradient descent
(1)
saliency map
(1)
noise robustness
(1)
memory efficiency
(1)
inference optimization
(1)
kv cache compression
(1)
kv cache
(1)
gradient projection
(1)
experience replay
(1)
attention optimization
(1)
weight consolidation
(1)
large language model
(1)
Papers
SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness
AAAI 2025
Eigen Attention: Attention in Low-Rank Space for KV Cache Compression
EMNLP 2024
Continual Learning with Scaled Gradient Projection
AAAI 2023
Saliency Guided Experience Packing for Replay in Continual Learning
WACV 2023
Gradient Projection Memory for Continual Learning
ICLR 2021