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cs.CV2026
Parameter Efficient Continual Learning for Sparse Event-Based Transformers
Vaishnavi Nagabhushana, Kartikay Agrawal, Ayon Borthakur
Robotic and edge intelligence systems operate in dynamic environments where data arrives continuously, requiring models to adapt while preserving previously learned knowledge under…
cs.CV2026
Discriminative Flow Matching Via Local Generative Predictors
Om Govind Jha, Manoj Bamniya, Ayon Borthakur
Traditional discriminative computer vision relies predominantly on static projections, mapping input features to outputs in a single computational step. Although efficient, this pa…