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Binarization

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Showing 51–100 of 433 papers

TitleStatusHype
EcoFormer: Energy-Saving Attention with Linear ComplexityCode1
Towards Accurate Binary Neural Networks via Modeling Contextual DependenciesCode1
Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise BinarizationCode1
Network Binarization via Contrastive LearningCode1
BiT: Robustly Binarized Multi-distilled TransformerCode1
TorMentor: Deterministic dynamic-path, data augmentations with fractalsCode1
Tooth Instance Segmentation on Panoramic Dental Radiographs Using U-Nets and Morphological ProcessingCode1
BiBERT: Accurate Fully Binarized BERTCode1
BiFSMN: Binary Neural Network for Keyword SpottingCode1
DocEnTr: An End-to-End Document Image Enhancement TransformerCode1
HHF: Hashing-guided Hinge Function for Deep Hashing RetrievalCode1
PokeBNN: A Binary Pursuit of Lightweight AccuracyCode1
Communication-Efficient Federated Learning with Binary Neural NetworksCode1
SomnNET: An SpO2 Based Deep Learning Network for Sleep Apnea Detection in SmartwatchesCode1
N-ary Constituent Tree Parsing with Recursive Semi-Markov ModelCode1
SauvolaNet: Learning Adaptive Sauvola Network for Degraded Document BinarizationCode1
A 1D-CNN Based Deep Learning Technique for Sleep Apnea Detection in IoT SensorsCode1
Binarized Aggregated Network with Quantization: Flexible Deep Learning Deployment for CSI Feedback in Massive MIMO SystemCode1
Training Multi-bit Quantized and Binarized Networks with A Learnable Symmetric QuantizerCode1
ReCU: Reviving the Dead Weights in Binary Neural NetworksCode1
SiMaN: Sign-to-Magnitude Network BinarizationCode1
Binary Graph Neural NetworksCode1
FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional ActivationsCode1
Learning Independent Instance Maps for Crowd LocalizationCode1
Binary Neural Network Aided CSI Feedback in Massive MIMO SystemCode1
Two-stage generative adversarial networks for document image binarization with color noise and background removalCode1
DE-GAN: A Conditional Generative Adversarial Network for Document EnhancementCode1
Bi-GCN: Binary Graph Convolutional NetworkCode1
BiPointNet: Binary Neural Network for Point CloudsCode1
Training Binary Neural Networks through Learning with Noisy SupervisionCode1
High-Capacity Expert Binary NetworksCode1
Rotated Binary Neural NetworkCode1
Unconstrained Text Detection in Manga: a New Dataset and BaselineCode1
A Generalization of Otsu’s Method and Minimum Error ThresholdingCode1
A Generalization of Otsu's Method and Minimum Error ThresholdingCode1
Efficient Neural Network Deployment for MicrocontrollerCode1
Defending and Harnessing the Bit-Flip Based Adversarial Weight AttackCode1
Training Binary Neural Networks with Real-to-Binary ConvolutionsCode1
BiDet: An Efficient Binarized Object DetectorCode1
Exploring the Connection Between Binary and Spiking Neural NetworksCode1
Transparent Classification with Multilayer Logical Perceptrons and Random BinarizationCode1
LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network InferenceCode1
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural NetworksCode1
A Sample Efficient Conditional Independence Test in the Presence of DiscretizationCode0
Highly Efficient and Effective LLMs with Multi-Boolean Architectures—0
Addition is almost all you need: Compressing neural networks with double binary factorizationCode0
Expanding-and-Shrinking Binary Neural NetworksCode0
Partial differential equation system for binarization of degraded document images—0
10K is Enough: An Ultra-Lightweight Binarized Network for Infrared Small-Target Detection—0
Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation MechanismCode0
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