Tag: neural network optimization
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eBandit: Kernel-Based Reinforcement Learning for Video Streaming
Discover eBandit, a kernel-driven reinforcement learning framework that optimizes adaptive video streaming using real-time network metrics for superior QoE...
Bayesian Inference for Speech SNNs: Smoothing & Uncertainty
Explore Bayesian inference in speech SNNs for improved uncertainty quantification and smoother loss landscapes using the IVON method.
Efficient Mixed-Precision Quantization for Mixture-of-Experts
Discover a novel mixed-precision quantization method for Mixture-of-Experts models that boosts accuracy and reduces inference costs with theoretical guaran...
Online Design Strategies for Dynamic Transport Networks
Explore innovative online design methods for dynamic transport networks that adapt in real-time to changing demands and improve urban mobility.
Efficient Vision Backbone Design Beyond MACs
Discover hardware-efficient vision backbone designs that outperform MAC-based metrics for faster execution on edge devices and GPUs.