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Showing 651–700 of 2231 papers

TitleStatusHype
QUANT: A Minimalist Interval Method for Time Series ClassificationCode1
Fountain -- an intelligent contextual assistant combining knowledge representation and language models for manufacturing risk identification—0
Sequential and Shared-Memory Parallel Algorithms for Partitioned Local Depths—0
DiviML: A Module-based Heuristic for Mapping Neural Networks onto Heterogeneous PlatformsCode0
BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA AccelerationCode1
YOLOBench: Benchmarking Efficient Object Detectors on Embedded SystemsCode0
Implementing and Benchmarking the Locally Competitive Algorithm on the Loihi 2 Neuromorphic Processor—0
Duet: efficient and scalable hybriD neUral rElation undersTandingCode0
HOOD: Real-Time Human Presence and Out-of-Distribution Detection Using FMCW Radar—0
Mitigating Communications Threats in Decentralized Federated Learning through Moving Target DefenseCode1
Alioth: A Machine Learning Based Interference-Aware Performance Monitor for Multi-Tenancy Applications in Public CloudCode0
Implementation of a perception system for autonomous vehicles using a detection-segmentation network in SoC FPGACode1
Fast model inference and training on-board of SatellitesCode1
YOLIC: An Efficient Method for Object Localization and Classification on Edge DevicesCode0
SecureFalcon: Are We There Yet in Automated Software Vulnerability Detection with LLMs?—0
Fast Neural Network Inference on FPGAs for Triggering on Long-Lived Particles at Colliders—0
Rosko: Row Skipping Outer Products for Sparse Matrix Multiplication KernelsCode0
QIGen: Generating Efficient Kernels for Quantized Inference on Large Language ModelsCode1
tsdownsample: high-performance time series downsampling for scalable visualizationCode2
GHOST: A Graph Neural Network Accelerator using Silicon Photonics—0
An Encoder–Decoder Architecture within a Classical Signal-Processing Framework for Real-Time Barcode SegmentationCode0
An open-source deep learning algorithm for efficient and fully-automatic analysis of the choroid in optical coherence tomographyCode1
SRL: Scaling Distributed Reinforcement Learning to Over Ten Thousand CoresCode1
Rapid-INR: Storage Efficient CPU-free DNN Training Using Implicit Neural RepresentationCode0
Accelerating Sampling and Aggregation Operations in GNN Frameworks with GPU Initiated Direct Storage AccessesCode1
Approximate Dynamic Programming for Constrained Piecewise Affine Systems with Stability and Safety Guarantees—0
Predicting the Impact of Batch Refactoring Code Smells on Application Resource Consumption—0
Building Flyweight FLIM-based CNNs with Adaptive Decoding for Object Detection—0
Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer InferenceCode1
Faster Segment Anything: Towards Lightweight SAM for Mobile ApplicationsCode5
Revolutionizing Cyber Threat Detection with Large Language Models: A privacy-preserving BERT-based Lightweight Model for IoT/IIoT Devices—0
Computron: Serving Distributed Deep Learning Models with Model Parallel SwappingCode0
Implementing contextual biasing in GPU decoder for online ASRCode1
BatchGNN: Efficient CPU-Based Distributed GNN Training on Very Large Graphs—0
Pushing the Limits of Machine Design: Automated CPU Design with AICode0
FFCV: Accelerating Training by Removing Data BottlenecksCode4
Low Latency Edge Classification GNN for Particle Trajectory Tracking on FPGAs—0
Dynamic Perceiver for Efficient Visual RecognitionCode1
Co-design Hardware and Algorithm for Vector SearchCode1
ArctyrEX : Accelerated Encrypted Execution of General-Purpose Applications—0
QuadSwarm: A Modular Multi-Quadrotor Simulator for Deep Reinforcement Learning with Direct Thrust ControlCode2
ExoMDN: Rapid characterization of exoplanet interior structures with Mixture Density NetworksCode1
Neural Network Compression using Binarization and Few Full-Precision Weights—0
Audio Tagging on an Embedded Hardware PlatformCode1
[Experiments & Analysis] Evaluating the Feasibility of Sampling-Based Techniques for Training Multilayer Perceptrons—0
Datasets and Benchmarks for Offline Safe Reinforcement LearningCode2
Additive Multi-Index Gaussian process modeling, with application to multi-physics surrogate modeling of the quark-gluon plasma—0
Machine Learning Based Missing Values Imputation in Categorical Datasets—0
EfficientBioAI: Making Bioimaging AI Models Efficient in Energy, Latency and RepresentationCode1
Modulation Classification Through Deep Learning Using Resolution Transformed Spectrograms—0
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