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Binarization

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Showing 301–350 of 433 papers

TitleStatusHype
LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network InferenceCode1
Large Deviation Analysis of Function Sensitivity in Random Deep Neural Networks—0
XNOR-Net++: Improved Binary Neural NetworksCode0
Balanced Binary Neural Networks with Gated ResidualCode0
Accurate and Compact Convolutional Neural Networks with Trained Binarization—0
Forward and Backward Information Retention for Accurate Binary Neural NetworksCode0
A Channel-Pruned and Weight-Binarized Convolutional Neural Network for Keyword Spotting—0
MIDI-Sandwich2: RNN-based Hierarchical Multi-modal Fusion Generation VAE networks for multi-track symbolic music generationCode0
Incremental Binarization On Recurrent Neural Networks For Single-Channel Source Separation—0
RBCN: Rectified Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs—0
SHREWD: Semantic Hierarchy-based Relational Embeddings for Weakly-supervised Deep Hashing—0
MoBiNet: A Mobile Binary Network for Image Classification—0
A Targeted Acceleration and Compression Framework for Low bit Neural Networks—0
A Novel Approach to OCR using Image Recognition based Classification for Ancient Tamil Inscriptions in Temples—0
Brno Mobile OCR DatasetCode0
A Main/Subsidiary Network Framework for Simplifying Binary Neural Networks—0
Deep Learning for Distributed Optimization: Applications to Wireless Resource Management—0
Memory-efficient and fast implementation of local adaptive binarization methodsCode0
Radar-based Road User Classification and Novelty Detection with Recurrent Neural Network Ensembles—0
Radar-based Feature Design and Multiclass Classification for Road User Recognition—0
Robust Classification using Robust Feature Augmentation—0
Recommendation from Raw Data with Adaptive Compound Poisson FactorizationCode0
Local Binary Pattern Networks for Character Recognition—0
Matrix and tensor decompositions for training binary neural networks—0
Improved training of binary networks for human pose estimation and image recognitionCode0
Progressive Stochastic Binarization of Deep NetworksCode0
SHREWD: Semantic Hierarchy Based Relational Embeddings For Weakly-Supervised Deep Hashing—0
Learning to Authenticate with Deep Multibiometric Hashing and Neural Network Decoding—0
Self-Binarizing Networks—0
Degraded Historical Documents Images Binarization Using a Combination of Enhanced Techniques—0
DeepOtsu: Document Enhancement and Binarization using Iterative Deep Learning—0
Lipi Gnani - A Versatile OCR for Documents in any Language Printed in Kannada Script—0
Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image ReconstructionCode0
Efficient Super Resolution Using Binarized Neural Network—0
A Main/Subsidiary Network Framework for Simplifying Binary Neural Network—0
Binary Input Layer: Training of CNN models with binary input data—0
Classification is a Strong Baseline for Deep Metric LearningCode0
Multi-Scale Distributed Representation for Deep Learning and its Application to b-Jet Tagging—0
Improving Document Binarization via Adversarial Noise-Texture AugmentationCode0
Blended Coarse Gradient Descent for Full Quantization of Deep Neural Networks—0
Hierarchical binary CNNs for landmark localization with limited resourcesCode0
Binarized Convolutional Neural Networks for Efficient Inference on GPUs—0
Scaling Neural Network Performance through Customized Hardware Architectures on Reconfigurable Logic—0
Skeletracks: automatic separation of overlapping fission tracks in apatite and muscovite using image processingCode0
TAPAS: Tricks to Accelerate (encrypted) Prediction As a ServiceCode0
GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning—0
Document Enhancement Using Visibility DetectionCode0
Block-optimized Variable Bit Rate Neural Image Compression—0
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks—0
Towards the first adversarially robust neural network model on MNISTCode0
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