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Showing 951–1000 of 2231 papers

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
Memory-Oriented Design-Space Exploration of Edge-AI Hardware for XR Applications—0
Pushing the Limits of Learning-based Traversability Analysis for Autonomous Driving on CPU—0
[Reproducibility Report] Explainable Deep One-Class Classification—0
Delivering Document Conversion as a Cloud Service with High Throughput and ResponsivenessCode2
FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge SystemsCode1
End-to-end Optimization of Machine Learning Prediction Queries—0
Fast-Spanning Ant Colony Optimisation (FaSACO) for Mobile Robot Coverage Path Planning—0
A Meta Reinforcement Learning Approach for Predictive Autoscaling in the CloudCode0
DeepDefacer: Automatic Removal of Facial Features via U-Net Image Segmentation—0
FiltPIM: In-Memory Filter for DNA Sequencing—0
A Transistor Operations Model for Deep Learning Energy Consumption Scaling Law—0
EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense PredictionCode4
Biological Evolution and Genetic Algorithms: Exploring the Space of Abstract Tile Self-Assembly—0
LEAF + AIO: Edge-Assisted Energy-Aware Object Detection for Mobile Augmented Reality—0
Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge LearningCode1
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense RetrievalCode1
Lightweight Human Pose Estimation Using Heatmap-Weighting Loss—0
MoESys: A Distributed and Efficient Mixture-of-Experts Training and Inference System for Internet Services—0
SOL: Reducing the Maintenance Overhead for Integrating Hardware Support into AI Frameworks—0
Estimating the randomness of quantum circuit ensembles up to 50 qubits—0
PLAID: An Efficient Engine for Late Interaction RetrievalCode4
Confidential Machine Learning within Graphcore IPUs—0
Fast matrix multiplication for binary and ternary CNNs on ARM CPU—0
MESH2IR: Neural Acoustic Impulse Response Generator for Complex 3D ScenesCode1
Optimization of Decision Tree Evaluation Using SIMD InstructionsCode0
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