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Showing 751800 of 2231 papers

TitleStatusHype
ParaGraph: Weighted Graph Representation for Performance Optimization of HPC Kernels0
Patch-wise Features for Blur Image Classification0
InterFormer: Real-time Interactive Image SegmentationCode1
Real-Time Dense 3D Mapping of Underwater EnvironmentsCode1
DLRover-RM: Resource Optimization for Deep Recommendation Models Training in the Cloud0
TransPimLib: A Library for Efficient Transcendental Functions on Processing-in-Memory SystemsCode1
BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU HardwareCode0
MobileInst: Video Instance Segmentation on the Mobile0
GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and OptimizationCode1
Distributed Graph Embedding with Information-Oriented Random WalksCode0
FAStEN: An Efficient Adaptive Method for Feature Selection and Estimation in High-Dimensional Functional RegressionsCode1
Robust Outdoor Positioning via Ray Tracing0
Efficient Multi-stage Inference on Tabular Data0
cito: An R package for training neural networks using torchCode0
Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models0
Adapting U-Net for linear elastic stress estimation in polycrystal Zr microstructures0
Machine Learning-Driven Adaptive OpenMP For Portable Performance on Heterogeneous Systems0
Light Unbalanced Optimal Transport0
Practically Solving LPN in High Noise Regimes Faster Using Neural NetworksCode1
RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose0
Real-Time Audio-Visual End-to-End Speech Enhancement0
FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPUCode5
Towards MoE Deployment: Mitigating Inefficiencies in Mixture-of-Expert (MoE) Inference0
Fourier-MIONet: Fourier-enhanced multiple-input neural operators for multiphase modeling of geological carbon sequestrationCode1
Run, Don't Walk: Chasing Higher FLOPS for Faster Neural NetworksCode2
AHPA: Adaptive Horizontal Pod Autoscaling Systems on Alibaba Cloud Container Service for Kubernetes0
EPAM: A Predictive Energy Model for Mobile AI0
BenchDirect: A Directed Language Model for Compiler Benchmarks0
In search of the most efficient and memory-saving visualization of high dimensional data0
MP-Rec: Hardware-Software Co-Design to Enable Multi-Path Recommendation0
Bus Admittance Matrix Revisited: Is It Outdated on Modern Computers?0
Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learningCode1
Distributed Learning in Heterogeneous Environment: federated learning with adaptive aggregation and computation reduction0
Computation and Privacy Protection for Satellite-Ground Digital Twin Networks0
A Deep Learning Technique to Control the Non-linear Dynamics of a Gravitational-wave Interferometer0
ML-driven Hardware Cost Model for MLIR0
COMET: Neural Cost Model Explanation FrameworkCode0
ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines0
Definition of Static and Dynamic Load Models for Grid Studies of Electric Vehicles Connected to Fast Charging StationsCode0
TT-TFHE: a Torus Fully Homomorphic Encryption-Friendly Neural Network Architecture0
Physics Informed Piecewise Linear Neural Networks for Process Optimization0
CMLCompiler: A Unified Compiler for Classical Machine Learning0
Tricking AI chips into Simulating the Human Brain: A Detailed Performance AnalysisCode0
Exploring Attention Map Reuse for Efficient Transformer Neural Networks0
Cross-domain Neural Pitch and Periodicity EstimationCode2
GPU-based Private Information Retrieval for On-Device Machine Learning InferenceCode1
FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training0
Introduction to Non-Invasive Current Estimation (NICE)0
FemtoDet: An Object Detection Baseline for Energy Versus Performance TradeoffsCode1
Secure Video Streaming Using Dedicated Hardware0
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