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Showing 10011050 of 2231 papers

TitleStatusHype
Sliding Window Sum Algorithms for Deep Neural Networks0
Darwin: A DRAM-based Multi-level Processing-in-Memory Architecture for Data Analytics0
LightESD: Fully-Automated and Lightweight Anomaly Detection Framework for Edge Computing0
Taming Resource Heterogeneity In Distributed ML Training With Dynamic Batching0
XFormer: Fast and Accurate Monocular 3D Body Capture0
Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces0
Facial Expression Recognition at the Edge: CPU vs GPU vs VPU vs TPU0
Accelerator-Aware Training for Transducer-Based Speech Recognition0
EfficientViT: Memory Efficient Vision Transformer with Cascaded Group AttentionCode0
Active Semantic Localization with Graph Neural Embedding0
HeteroEdge: Addressing Asymmetry in Heterogeneous Collaborative Autonomous Systems0
AI-based Radio and Computing Resource Allocation and Path Planning in NOMA NTNs: AoI Minimization under CSI Uncertainty0
Analyzing In-browser Cryptojacking0
Optimizing Deep Learning Models For Raspberry PiCode0
Parallel bootstrap-based on-policy deep reinforcement learning for continuous flow control applications0
Exploring shared memory architectures for end-to-end gigapixel deep learning0
Deep Convolutional Tables: Deep Learning without Convolutions0
A Comparison of Semi-Supervised Learning Techniques for Streaming ASR at Scale0
DeepGEMM: Accelerated Ultra Low-Precision Inference on CPU Architectures using Lookup Tables0
Reclaimer: A Reinforcement Learning Approach to Dynamic Resource Allocation for Cloud Microservices0
STen: Productive and Efficient Sparsity in PyTorch0
HEAT: A Highly Efficient and Affordable Training System for Collaborative Filtering Based Recommendation on CPUsCode0
MAC, a novel stochastic optimization method0
Fast emulation of cosmological density fields based on dimensionality reduction and supervised machine-learning0
Gradient-Free Textual Inversion0
Cooperative Coevolution for Non-Separable Large-Scale Black-Box Optimization: Convergence Analyses and Distributed AccelerationsCode0
SamurAI: A Versatile IoT Node With Event-Driven Wake-Up and Embedded ML Acceleration0
Deploying Machine Learning Models to Ahead-of-Time Runtime on Edge Using MicroTVM0
ParaGraph: Weighted Graph Representation for Performance Optimization of HPC Kernels0
Patch-wise Features for Blur Image Classification0
DLRover-RM: Resource Optimization for Deep Recommendation Models Training in the Cloud0
MobileInst: Video Instance Segmentation on the Mobile0
BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU HardwareCode0
Distributed Graph Embedding with Information-Oriented Random WalksCode0
Robust Outdoor Positioning via Ray Tracing0
Efficient Multi-stage Inference on Tabular Data0
Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models0
cito: An R package for training neural networks using torchCode0
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
RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose0
Real-Time Audio-Visual End-to-End Speech Enhancement0
Towards MoE Deployment: Mitigating Inefficiencies in Mixture-of-Expert (MoE) Inference0
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
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