Muqeeth, Mohammed

1. Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning
   2022/05/11 by Haokun Liu, Derek Tam, Liu, Haokun +10 · 79 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
2. Soft Merging of Experts with Adaptive Routing
   2023/06/06 by Haokun Liu, Muqeeth, Mohammed, Colin Raffel +2 · 15 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
3. Learning to Route Among Specialized Experts for Zero-Shot Generalization
   2024/02/08 by Mohammed Muqeeth, Muqeeth, Mohammed, Haokun Liu +5 · 1 voice · 10 citations
   Computer Science · #Educational Technology and Assessment #cs.LG
4. A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning
   2024/08/13 by Prateek Yadav, Yadav, Prateek, Colin Raffel +14 · 10 citations
   Psychology · #Innovative Teaching and Learning Methods