2 papers
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…
cs.LG2026
CA-AFP: Cluster-Aware Adaptive Federated Pruning
Om Govind Jha, Harsh Shukla, Haroon R. Lone
Federated Learning (FL) faces major challenges in real-world deployments due to statistical heterogeneity across clients and system heterogeneity arising from resource-constrained…