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20232026
most citedFew-Shot Class Incremental Learning via Robust Transformer Approach

1 citations · 3 across the 13 of their papers we have counts for

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cs.AI2026

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster

Mohamad A. Hady, Muhammad Anwar Masum, Siyi Hu +3

This work addresses the problem of autonomous resource management in heterogeneous satellite cluster conducting Earth Observation (EO) missions including optical and Synthetic Aper…

cs.AI2026

KD-MARL: Resource-Aware Knowledge Distillation in Multi-Agent Reinforcement Learning

Monirul Islam Pavel, Siyi Hu, Muhammad Anwar Masum +3

Real world deployment of multi agent reinforcement learning MARL systems is fundamentally constrained by limited compute memory and inference time. While expert policies achieve hi…