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Binarization

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Showing 101–125 of 433 papers

TitleStatusHype
Sparse Autoencoder Features for Classifications and TransferabilityCode0
Deep Learning-based Event Data Coding: A Joint Spatiotemporal and Polarity Solution—0
Hamming Attention Distillation: Binarizing Keys and Queries for Efficient Long-Context Transformers—0
HadamRNN: Binary and Sparse Ternary Orthogonal RNNsCode0
Improving Interpretability and Accuracy in Neuro-Symbolic Rule Extraction Using Class-Specific Sparse Filters—0
Pfungst and Clever Hans: Identifying the unintended cues in a widely used Alzheimer's disease MRI dataset using explainable deep learningCode0
Explaining Categorical Feature Interactions Using Graph Covariance and LLMs—0
Sparse Binary Representation Learning for Knowledge Tracing—0
Binary Event-Driven Spiking Transformer—0
Towards End-to-End Neuromorphic Voxel-based 3D Object Reconstruction Without Physical Priors—0
Binarized Neural Network for Multi-spectral Image Fusion—0
CBNN: 3-Party Secure Framework for Customized Binary Neural Networks Inference—0
BEExformer: A Fast Inferencing Transformer Architecture via Binarization with Multiple Early Exits—0
Text Change Detection in Multilingual Documents Using Image Comparison—0
Arabic Handwritten Document OCR Solution with Binarization and Adaptive Scale Fusion Detection—0
Bi-Mamba: Towards Accurate 1-Bit State Space Models—0
Segmentation of Ink and Parchment in Dead Sea Scroll Fragments—0
BiDense: Binarization for Dense PredictionCode0
Evaluating tDCS Intervention Effectiveness via Functional Connectivity Network on Resting-State EEG Data in Major Depressive Disorder—0
DiffPAD: Denoising Diffusion-based Adversarial Patch DecontaminationCode0
Efficiera Residual Networks: Hardware-Friendly Fully Binary Weight with 2-bit Activation Model Achieves Practical ImageNet AccuracyCode0
Golden Ratio Search: A Low-Power Adversarial Attack for Deep Learning based Modulation Classification—0
Pathfinder for Low-altitude Aircraft with Binary Neural NetworkCode0
FedBAT: Communication-Efficient Federated Learning via Learnable BinarizationCode0
STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs—0
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