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Inference Optimization

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Showing 26–50 of 56 papers

TitleStatusHype
Robust Zero-Shot Text-to-Speech Synthesis with Reverse Inference Optimization—0
Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval—0
Efficiency optimization of large-scale language models based on deep learning in natural language processing tasks—0
Advances and Open Challenges in Federated Foundation Models—0
Federated Learning While Providing Model as a Service: Joint Training and Inference Optimization—0
Integrating Pre-Trained Speech and Language Models for End-to-End Speech Recognition—0
SySMOL: Co-designing Algorithms and Hardware for Neural Networks with Heterogeneous Precisions—0
Bayesian Active Learning in the Presence of Nuisance Parameters—0
Representing Edge Flows on Graphs via Sparse Cell ComplexesCode0
Painterly Image Harmonization using Diffusion ModelCode1
Residual-Based Error Corrector Operator to Enhance Accuracy and Reliability of Neural Operator Surrogates of Nonlinear Variational Boundary-Value Problems—0
Adaptive Deep Neural Network Inference Optimization with EENetCode1
Networked Signal and Information Processing—0
Enhanced graph-learning schemes driven by similar distributions of motifsCode0
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation—0
Easy and Efficient Transformer: Scalable Inference Solution For Large NLP Model—0
SBbadger: Biochemical Reaction Networks with Definable Degree Distributions—0
ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral TomographyCode1
A Novel 1D State Space for Efficient Music Rhythmic AnalysisCode1
Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization—0
Developing efficient transfer learning strategies for robust scene recognition in mobile robotics using pre-trained convolutional neural networks—0
Easy and Efficient Transformer : Scalable Inference Solution For large NLP modelCode1
Investigations on the inference optimization techniques and their impact on multiple hardware platforms for Semantic Segmentation—0
SNDCNN: Self-normalizing deep CNNs with scaled exponential linear units for speech recognition—0
A bi-partite generative model framework for analyzing and simulating large scale multiple discrete-continuous travel behaviour data—0
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