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Binarization

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TitleStatusHype
Lipschitz Continuity Retained Binary Neural NetworkCode0
Sparsifying Binary Networks—0
BiTAT: Neural Network Binarization with Task-dependent Aggregated Transformation—0
How to train accurate BNNs for embedded systems?—0
Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation—0
GAAF: Searching Activation Functions for Binary Neural Networks through Genetic AlgorithmCode0
HyBNN and FedHyBNN: (Federated) Hybrid Binary Neural Networks—0
Binarizing by Classification: Is soft function really necessary?—0
Optimization of Decision Tree Evaluation Using SIMD InstructionsCode0
PUERT: Probabilistic Under-sampling and Explicable Reconstruction Network for CS-MRICode0
Unsupervised Contrastive Hashing for Cross-Modal Retrieval in Remote Sensing—0
Learning Similarity Preserving Binary Codes for Recommender Systems—0
Bimodal Distributed Binarized Neural NetworksCode0
Confidence Score for Unsupervised Foreground Background Separation of Document Images—0
Autonomous crater detection on asteroids using a fully-convolutional neural network—0
Real-time Scene Text Detection Based on Global Level and Word Level Features—0
Highly-Efficient Binary Neural Networks for Visual Place Recognition—0
On-Sensor Binarized Fully Convolutional Neural Network with A Pixel Processor Array—0
Computer-aided Recognition and Assessment of a Porous Bioelastomer on Ultrasound Images for Regenerative Medicine Applications—0
Deep Unsupervised Contrastive Hashing for Large-Scale Cross-Modal Text-Image Retrieval in Remote Sensing—0
Multimodal registration of FISH and nanoSIMS images using convolutional neural network models—0
Mr.BiQ: Post-Training Non-Uniform Quantization Based on Minimizing the Reconstruction Error—0
Elastic-Link for Binarized Neural Network—0
KartalOl: Transfer learning using deep neural network for iris segmentation and localization: New dataset for iris segmentationCode0
A Survey on Deep learning based Document Image Enhancement—0
Equal Bits: Enforcing Equally Distributed Binary Network WeightsCode0
Hardware-friendly Deep Learning by Network Quantization and Binarization—0
Binary Independent Component Analysis: A Non-stationarity-based ApproachCode0
Results of improved fractional/integer order PDE-based binarization model—0
XnODR and XnIDR: Two Accurate and Fast Fully Connected Layers For Convolutional Neural NetworksCode0
Iterative Training: Finding Binary Weight Deep Neural Networks with Layer BinarizationCode0
Improving the Otsu Thresholding Method of Global Binarization Using Ring Theory for Ultrasonographies of Congestive Heart Failure—0
Analysis of PDE-based binarization model for degraded document images—0
Optimizing Binary Symptom Checkers via Approximate Message Passing—0
Binarized ResNet: Enabling Robust Automatic Modulation Classification at the resource-constrained Edge—0
Unsupervised Data-Driven Nuclei Segmentation For Histology Images—0
A comprehensive review of Binary Neural NetworkCode0
Contrastive Mutual Information Maximization for Binary Neural Networks—0
Distribution-sensitive Information Retention for Accurate Binary Neural Network—0
A Profile-Based Binary Feature Extraction Method Using Frequent Itemsets for Improving Coronary Artery Disease Diagnosis—0
Constructing Multilingual CCG Treebanks from Universal Dependencies—0
Security and Privacy Enhanced Gait Authentication with Random Representation Learning and Digital Lockers—0
Exact Backpropagation in Binary Weighted Networks with Group Weight TransformationsCode0
Layer-Wise Searching for 1-Bit Detectors—0
supervised adptive threshold network for instance segmentation—0
Enhance to Read Better: A Multi-Task Adversarial Network for Handwritten Document Image EnhancementCode0
Weighing Features of Lung and Heart Regions for Thoracic Disease Classification—0
Texture for Colors: Natural Representations of Colors Using Variable Bit-Depth Textures—0
Orderly Dual-Teacher Knowledge Distillation for Lightweight Human Pose Estimation—0
Hierarchical Convolutional Neural Network with Feature Preservation and Autotuned Thresholding for Crack Detection—0
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