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Binarization

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Showing 101–150 of 433 papers

TitleStatusHype
Pathfinder for Low-altitude Aircraft with Binary Neural NetworkCode0
PDNet: Semantic Segmentation integrated with a Primal-Dual Network for Document binarizationCode0
Optimization of Decision Tree Evaluation Using SIMD InstructionsCode0
Ordinal Non-negative Matrix Factorization for RecommendationCode0
Model compression as constrained optimization, with application to neural nets. Part II: quantizationCode0
MIXER: Multiattribute, Multiway Fusion of Uncertain Pairwise AffinitiesCode0
Memory-efficient and fast implementation of local adaptive binarization methodsCode0
Binary Independent Component Analysis: A Non-stationarity-based ApproachCode0
MIDI-Sandwich2: RNN-based Hierarchical Multi-modal Fusion Generation VAE networks for multi-track symbolic music generationCode0
Near-lossless Binarization of Word EmbeddingsCode0
A selectional auto-encoder approach for document image binarizationCode0
A Sample Efficient Conditional Independence Test in the Presence of DiscretizationCode0
Binary domain generalization for sparsifying binary neural networksCode0
Classification is a Strong Baseline for Deep Metric LearningCode0
Addition is almost all you need: Compressing neural networks with double binary factorizationCode0
LUM-ViT: Learnable Under-sampling Mask Vision Transformer for Bandwidth Limited Optical Signal AcquisitionCode0
BinaryBERT: Pushing the Limit of BERT QuantizationCode0
A foundation for exact binarized morphological neural networksCode0
MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?Code0
LAB: Learnable Activation Binarizer for Binary Neural NetworksCode0
Learning Convolutional Networks for Content-weighted Image CompressionCode0
Forward and Backward Information Retention for Accurate Binary Neural NetworksCode0
IR2Net: Information Restriction and Information Recovery for Accurate Binary Neural NetworksCode0
Iterative Training: Finding Binary Weight Deep Neural Networks with Layer BinarizationCode0
Adversarial Robustness by Design through Analog Computing and Synthetic GradientsCode0
Progressive Stochastic Binarization of Deep NetworksCode0
KartalOl: Transfer learning using deep neural network for iris segmentation and localization: New dataset for iris segmentationCode0
Lipschitz Continuity Retained Binary Neural NetworkCode0
Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited ResourcesCode0
Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and MemoryCode0
Hierarchical binary CNNs for landmark localization with limited resourcesCode0
Improved training of binary networks for human pose estimation and image recognitionCode0
HadamRNN: Binary and Sparse Ternary Orthogonal RNNsCode0
Bimodal Distributed Binarized Neural NetworksCode0
HashNet: Deep Learning to Hash by ContinuationCode0
BiMLP: Compact Binary Architectures for Vision Multi-Layer PerceptronsCode0
FedBAT: Communication-Efficient Federated Learning via Learnable BinarizationCode0
GSB: Group Superposition Binarization for Vision Transformer with Limited Training SamplesCode0
Improving Document Binarization via Adversarial Noise-Texture AugmentationCode0
Loss-aware Binarization of Deep NetworksCode0
Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image ReconstructionCode0
Feature Mixing for Writer Retrieval and Identification on Papyri FragmentsCode0
Expanding-and-Shrinking Binary Neural NetworksCode0
Exact Backpropagation in Binary Weighted Networks with Group Weight TransformationsCode0
CoopNet: Cooperative Convolutional Neural Network for Low-Power MCUsCode0
Enhance to Read Better: A Multi-Task Adversarial Network for Handwritten Document Image EnhancementCode0
Efficiera Residual Networks: Hardware-Friendly Fully Binary Weight with 2-bit Activation Model Achieves Practical ImageNet AccuracyCode0
Equal Bits: Enforcing Equally Distributed Binary Network WeightsCode0
Fan-Beam Binarization Difference Projection (FB-BDP): A Novel Local Object Descriptor for Fine-Grained Leaf Image RetrievalCode0
GAAF: Searching Activation Functions for Binary Neural Networks through Genetic AlgorithmCode0
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