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Showing 5001–5050 of 5629 papers

TitleStatusHype
Unsupervised Learning of Dense Optical Flow, Depth and Egomotion from Sparse Event Data—0
Shift-based Primitives for Efficient Convolutional Neural Networks—0
Characterising Across-Stack Optimisations for Deep Convolutional Neural NetworksCode0
Modeling Online Discourse with Coupled Distributed Topics—0
U-Net for MAV-based Penstock Inspection: an Investigation of Focal Loss in Multi-class Segmentation for Corrosion Identification—0
Left Ventricle Segmentation and Volume Estimation on Cardiac MRI using Deep Learning—0
Network Recasting: A Universal Method for Network Architecture TransformationCode0
Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric AnnotationsCode0
Benchmarking and Optimization of Gradient Boosting Decision Tree Algorithms—0
Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization with Medical ApplicationsCode0
Comparing Computing Platforms for Deep Learning on a Humanoid Robot—0
A Fast Palette Reordering Technique Based on GPU-Optimized Genetic AlgorithmsCode0
Efficient and Robust Parallel DNN Training through Model Parallelism on Multi-GPU PlatformCode0
Travel Speed Prediction with a Hierarchical Convolutional Neural Network and Long Short-Term Memory Model Framework—0
SLAYER: Spike Layer Error Reassignment in TimeCode0
Pack and Detect: Fast Object Detection in Videos Using Region-of-Interest Packing—0
Accelerated Reinforcement Learning for Sentence Generation by Vocabulary PredictionCode0
A CNN Accelerator on FPGA Using Depthwise Separable Convolution—0
Learning Compression from Limited Unlabeled DataCode0
Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection—0
HGMR: Hierarchical Gaussian Mixtures for Adaptive 3D Registration—0
Neural Architecture OptimizationCode0
Capsule Networks for Protein Structure Classification and Prediction—0
Enhanced network anomaly detection based on deep neural networks—0
BlockQNN: Efficient Block-wise Neural Network Architecture GenerationCode0
RedSync : Reducing Synchronization Traffic for Distributed Deep Learning—0
Fast Video Shot Transition Localization with Deep Structured ModelsCode1
Matrix Factorization on GPUs with Memory Optimization and Approximate ComputingCode0
Orders-of-magnitude speedup in atmospheric chemistry modeling through neural network-based emulation—0
YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point CloudCode1
GeneSys: Enabling Continuous Learning through Neural Network Evolution in Hardware—0
Binarized Convolutional Neural Networks for Efficient Inference on GPUs—0
Energy-based Tuning of Convolutional Neural Networks on Multi-GPUs—0
Design Flow of Accelerating Hybrid Extremely Low Bit-width Neural Network in Embedded FPGA—0
t-SNE-CUDA: GPU-Accelerated t-SNE and its Applications to Modern DataCode0
Optimal Gradient Checkpoint Search for Arbitrary Computation GraphsCode0
Testing the Efficient Network TRaining (ENTR) Hypothesis: initially reducing training image size makes Convolutional Neural Network training for image recognition tasks more efficient—0
Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes—0
StructADMM: A Systematic, High-Efficiency Framework of Structured Weight Pruning for DNNsCode0
ReenactGAN: Learning to Reenact Faces via Boundary TransferCode0
Unsupervised Learning of a Hierarchical Spiking Neural Network for Optical Flow Estimation: From Events to Global Motion PerceptionCode0
EBIC: an open source software for high-dimensional and big data biclustering analysesCode0
Supporting Very Large Models using Automatic Dataflow Graph Partitioning—0
Fast Vessel Segmentation and Tracking in Ultra High-Frequency Ultrasound Images—0
RGBiD-SLAM for Accurate Real-time Localisation and 3D MappingCode0
Newton-ADMM: A Distributed GPU-Accelerated Optimizer for Multiclass Classification ProblemsCode0
Real-Time Stereo Vision for Road Surface 3-D Reconstruction—0
Training Recurrent Neural Networks against Noisy Computations during Inference—0
PointSeg: Real-Time Semantic Segmentation Based on 3D LiDAR Point CloudCode0
Evolving Differentiable Gene Regulatory Networks—0
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