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Showing 4051–4100 of 5629 papers

TitleStatusHype
Res-GCNN: A Lightweight Residual Graph Convolutional Neural Networks for Human Trajectory Forecasting—0
MuGNet: Multi-Resolution Graph Neural Network for Large-Scale Pointcloud SegmentationCode0
FRDet: Balanced and Lightweight Object Detector based on Fire-Residual Modules for Embedded Processor of Autonomous Driving—0
Better, Faster Fermionic Neural NetworksCode1
Biomedical Named Entity Recognition at ScaleCode0
When deep learning models on GPU can be accelerated by taking advantage of unstructured sparsity—0
Optimizing the Memory Hierarchy by Compositing Automatic Transformations on Computations and DataCode1
Cryo-RALib -- a modular library for accelerating alignment in cryo-EMCode0
Understanding Training Efficiency of Deep Learning Recommendation Models at Scale—0
A New Framework for Registration of Semantic Point Clouds from Stereo and RGB-D CamerasCode1
Simple means Faster: Real-Time Human Motion Forecasting in Monocular First Person Videos on CPU—0
Faster object tracking pipeline for real time tracking—0
Qualities, challenges and future of genetic algorithms: a literature review—0
Runtime Performances Benchmark for Knowledge Graph Embedding Methods—0
S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-shot Segmentation—0
BGGAN: Bokeh-Glass Generative Adversarial Network for Rendering Realistic BokehCode0
PyLightcurve-torch: a transit modelling package for deep learning applications in PyTorchCode1
RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation AlgorithmsCode2
RealHePoNet: a robust single-stage ConvNet for head pose estimation in the wildCode1
Receptive Field Size Optimization with Continuous Time Pooling—0
Scheduling Real-time Deep Learning Services as Imprecise Computations—0
Speed-optimized, Compact Student Models that Distill Knowledge from a Larger Teacher Model: the UEDIN-CUNI Submission to the WMT 2020 News Translation Task—0
On the effectiveness of small, discriminatively pre-trained language representation models for biomedical text mining—0
Empirical Studies of Institutional Federated Learning For Natural Language Processing—0
Systolic Computing on GPUs for Productive Performance—0
CRPN-SFNet: A High-Performance Object Detector on Large-Scale Remote Sensing Images—0
Diagnostic data integration using deep neural networks for real-time plasma analysis—0
Real-time, Software-Defined, GPU-Based Receiver Field Trial—0
GPUTreeShap: Massively Parallel Exact Calculation of SHAP Scores for Tree EnsemblesCode4
Out-of-core Training for Extremely Large-Scale Neural Networks With Adaptive Window-Based Scheduling—0
Wavelet Flow: Fast Training of High Resolution Normalizing FlowsCode0
Global Image Segmentation Process using Machine Learning algorithm & Convolution Neural Network method for Self- Driving Vehicles—0
Flexible Piecewise Curves Estimation for Photo Enhancement—0
FastFormers: Highly Efficient Transformer Models for Natural Language UnderstandingCode1
APB2FaceV2: Real-Time Audio-Guided Multi-Face ReenactmentCode1
Tensor Casting: Co-Designing Algorithm-Architecture for Personalized Recommendation Training—0
AlphaGAN: Fully Differentiable Architecture Searchfor Generative Adversarial Networks—0
Not Half Bad: Exploring Half-Precision in Graph Convolutional Neural Networks—0
LightSeq: A High Performance Inference Library for TransformersCode2
Rethinking the competition between detection and ReID in Multi-Object TrackingCode1
ResNet or DenseNet? Introducing Dense Shortcuts to ResNetCode0
Mixed-Precision Embedding Using a Cache—0
Performance Prediction for Convolutional Neural Networks in Edge Devices—0
Visual Navigation in Real-World Indoor Environments Using End-to-End Deep Reinforcement LearningCode1
One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGANCode1
Performance of Transfer Learning Model vs. Traditional Neural Network in Low System Resource Environment—0
Towards Scalable Distributed Training of Deep Learning on Public Cloud Clusters—0
Optimal Subarchitecture Extraction For BERTCode1
Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound—0
Scalable Evolution Strategies Pipeline for Solving the Vehicle Routing Problem—0
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