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TitleStatusHype
Majorization-minimization for Sparse Nonnegative Matrix Factorization with the β-divergence—0
Accelerating Large-Scale Graph-based Nearest Neighbor Search on a Computational Storage Platform—0
STI: Turbocharge NLP Inference at the Edge via Elastic Pipelining—0
BLANT: Basic Local Alignment of Network Topology, Part 2: Topology-only Extension Beyond Graphlet Seeds—0
Leveraging Log Instructions in Log-based Anomaly DetectionCode0
A Review of High-Performance Computing and Parallel Techniques Applied to Power Systems Optimization—0
Learning Optimal Solutions via an LSTM-Optimization Framework—0
Efficient Constituency Tree based Encoding for Natural Language to Bash TranslationCode0
Operating System Noise in the Linux Kernel—0
DeepSpeed Inference: Enabling Efficient Inference of Transformer Models at Unprecedented ScaleCode4
SALO: An Efficient Spatial Accelerator Enabling Hybrid Sparse Attention Mechanisms for Long Sequences—0
Linear programming-based solution methods for constrained partially observable Markov decision processes—0
DeepPERF: A Deep Learning-Based Approach For Improving Software Performance—0
Play It Cool: Dynamic Shifting Prevents Thermal Throttling—0
Sparse Kernel Gaussian Processes through Iterative Charted Refinement (ICR)—0
An Automatic and Efficient BERT Pruning for Edge AI Systems—0
WOLONet: Wave Outlooker for Efficient and High Fidelity Speech Synthesis—0
Deep Learning Models on CPUs: A Methodology for Efficient Training—0
Productive Reproducible Workflows for DNNs: A Case Study for Industrial Defect Detection—0
Digital Twin Data Modelling by Randomized Orthogonal Decomposition and Deep Learning—0
Closed-Form Diffeomorphic Transformations for Time Series AlignmentCode1
Residual-based physics-informed transfer learning: A hybrid method for accelerating long-term CFD simulations via deep learning—0
A DSEL for High Throughput and Low Latency Software-Defined Radio on Multicore CPUs—0
Machine Learning Training on a Real Processing-in-Memory System—0
A GPU-Accelerated Light-field Super-resolution Framework Based on Mixed Noise Model and Weighted Regularization—0
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