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Inference Optimization

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Showing 26–50 of 56 papers

TitleStatusHype
SNDCNN: Self-normalizing deep CNNs with scaled exponential linear units for speech recognition—0
Faster MoE LLM Inference for Extremely Large Models—0
Federated Learning While Providing Model as a Service: Joint Training and Inference Optimization—0
FluidML: Fast and Memory Efficient Inference Optimization—0
Hellinger-Kantorovich Gradient Flows: Global Exponential Decay of Entropy Functionals—0
Hybrid Offline-online Scheduling Method for Large Language Model Inference Optimization—0
Inference Optimization of Foundation Models on AI Accelerators—0
Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization—0
The Ultimate Guide to Fine-Tuning LLMs from Basics to Breakthroughs: An Exhaustive Review of Technologies, Research, Best Practices, Applied Research Challenges and Opportunities—0
Investigations on the inference optimization techniques and their impact on multiple hardware platforms for Semantic Segmentation—0
SySMOL: Co-designing Algorithms and Hardware for Neural Networks with Heterogeneous Precisions—0
Learning to Infer—0
An approach to optimize inference of the DIART speaker diarization pipeline—0
Networked Signal and Information Processing—0
Integrating Pre-Trained Speech and Language Models for End-to-End Speech Recognition—0
Advances and Open Challenges in Federated Foundation Models—0
The Foundation Cracks: A Comprehensive Study on Bugs and Testing Practices in LLM Libraries—0
Bayesian Active Learning in the Presence of Nuisance Parameters—0
Revisiting SMoE Language Models by Evaluating Inefficiencies with Task Specific Expert Pruning—0
Robust Zero-Shot Text-to-Speech Synthesis with Reverse Inference Optimization—0
SBbadger: Biochemical Reaction Networks with Definable Degree Distributions—0
Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval—0
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation—0
A bi-partite generative model framework for analyzing and simulating large scale multiple discrete-continuous travel behaviour data—0
Deep Signal Recovery with One-Bit Quantization—0
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