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Inference Optimization

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Showing 26–50 of 56 papers

TitleStatusHype
Advances and Open Challenges in Federated Foundation Models—0
Integrating Pre-Trained Speech and Language Models for End-to-End Speech Recognition—0
Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization—0
Residual-Based Error Corrector Operator to Enhance Accuracy and Reliability of Neural Operator Surrogates of Nonlinear Variational Boundary-Value Problems—0
CRVI: Convex Relaxation for Variational Inference—0
Deep Signal Recovery with One-Bit Quantization—0
Developing efficient transfer learning strategies for robust scene recognition in mobile robotics using pre-trained convolutional neural networks—0
DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation—0
Learning to Infer—0
Networked Signal and Information Processing—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
SNDCNN: Self-normalizing deep CNNs with scaled exponential linear units for speech recognition—0
SySMOL: Co-designing Algorithms and Hardware for Neural Networks with Heterogeneous Precisions—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
Investigations on the inference optimization techniques and their impact on multiple hardware platforms for Semantic Segmentation—0
Input Convex Neural NetworksCode0
A General Method for Amortizing Variational FilteringCode0
Iterative Amortized InferenceCode0
Brevity is the soul of sustainability: Characterizing LLM response lengthsCode0
LLM-Rank: A Graph Theoretical Approach to Pruning Large Language ModelsCode0
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