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Showing 43514400 of 5629 papers

TitleStatusHype
Out-of-core Training for Extremely Large-Scale Neural Networks With Adaptive Window-Based Scheduling0
Global Image Segmentation Process using Machine Learning algorithm & Convolution Neural Network method for Self- Driving Vehicles0
Flexible Piecewise Curves Estimation for Photo Enhancement0
Wavelet Flow: Fast Training of High Resolution Normalizing FlowsCode0
Tensor Casting: Co-Designing Algorithm-Architecture for Personalized Recommendation Training0
AlphaGAN: Fully Differentiable Architecture Searchfor Generative Adversarial Networks0
Not Half Bad: Exploring Half-Precision in Graph Convolutional Neural Networks0
ResNet or DenseNet? Introducing Dense Shortcuts to ResNetCode0
Mixed-Precision Embedding Using a Cache0
Performance Prediction for Convolutional Neural Networks in Edge Devices0
Performance of Transfer Learning Model vs. Traditional Neural Network in Low System Resource Environment0
Towards Scalable Distributed Training of Deep Learning on Public Cloud Clusters0
Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound0
Scalable Evolution Strategies Pipeline for Solving the Vehicle Routing Problem0
GOAT: GPU Outsourcing of Deep Learning Training With Asynchronous Probabilistic Integrity Verification Inside Trusted Execution Environment0
G-DARTS-A: Groups of Channel Parallel Sampling with Attention0
Towards Online Steering of Flame Spray Pyrolysis Nanoparticle SynthesisCode0
A spatial model checker in GPU (extended version)0
Fast meningioma segmentation in T1-weighted MRI volumes using a lightweight 3D deep learning architectureCode0
Scalable Graph Networks for Particle SimulationsCode0
A Lightweight Speaker Recognition System Using Timbre Properties0
PaGraph: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning0
Concurrent Alternating Least Squares for multiple simultaneous Canonical Polyadic DecompositionsCode0
WHO 2016 subtyping and automated segmentation of glioma using multi-task deep learning0
TurboTransformers: An Efficient GPU Serving System For Transformer Models0
LETI: Latency Estimation Tool and Investigation of Neural Networks inference on Mobile GPU0
Efficient Inference For Neural Machine Translation0
Memory-efficient GAN-based Domain Translation of High Resolution 3D Medical Images0
Joint Scene and Object Tracking for Cost-Effective Augmented Reality Assisted Patient Positioning in Radiation Therapy0
Diagonal Memory Optimisation for Machine Learning on Micro-controllers0
NLP Service APIs and Models for Efficient Registration of New Clients0
One Reflection Suffice0
Benchmark for Anonymous Video Analytics0
Grow-Push-Prune: aligning deep discriminants for effective structural network compression0
Differentiate Everything with a Reversible Domain-Specific Language0
Accelerating Multi-Model Inference by Merging DNNs of Different Weights0
FusionStitching: Boosting Memory Intensive Computations for Deep Learning Workloads0
Visual Methods for Sign Language Recognition: A Modality-Based Review0
MSR-DARTS: Minimum Stable Rank of Differentiable Architecture SearchCode0
BNAS-v2: Memory-efficient and Performance-collapse-prevented Broad Neural Architecture Search0
Generating Efficient DNN-Ensembles with Evolutionary Computation0
Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation0
Hardware Accelerator for Multi-Head Attention and Position-Wise Feed-Forward in the Transformer0
Real-Time Execution of Large-scale Language Models on Mobile0
Lessons Learned from Applying off-the-shelf BERT: There is no Silver Bullet0
DANCE: Differentiable Accelerator/Network Co-Exploration0
Accelerating Graph Sampling for Graph Machine Learning using GPUs0
EasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition0
AutoML for Multilayer Perceptron and FPGA Co-design0
A Survey of FPGA-Based Robotic Computing0
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