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Binarization

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Showing 1–50 of 433 papers

TitleStatusHype
A Sample Efficient Conditional Independence Test in the Presence of DiscretizationCode0
Highly Efficient and Effective LLMs with Multi-Boolean Architectures—0
RoBiS: Robust Binary Segmentation for High-Resolution Industrial ImagesCode1
Addition is almost all you need: Compressing neural networks with double binary factorizationCode0
Physics-guided and fabrication-aware inverse design of photonic devices using diffusion modelsCode1
Expanding-and-Shrinking Binary Neural NetworksCode0
Partial differential equation system for binarization of degraded document images—0
BHViT: Binarized Hybrid Vision TransformerCode2
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
PTQ1.61: Push the Real Limit of Extremely Low-Bit Post-Training Quantization Methods for Large Language ModelsCode1
Sparse Autoencoder Features for Classifications and TransferabilityCode0
Deep Learning-based Event Data Coding: A Joint Spatiotemporal and Polarity Solution—0
Progressive Binarization with Semi-Structured Pruning for LLMsCode1
Hamming Attention Distillation: Binarizing Keys and Queries for Efficient Long-Context Transformers—0
BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-ResolutionCode1
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
Optimal Classification Trees for Continuous Feature Data Using Dynamic Programming with Branch-and-BoundCode1
Binary Event-Driven Spiking Transformer—0
Binarized Neural Network for Multi-spectral Image Fusion—0
Towards End-to-End Neuromorphic Voxel-based 3D Object Reconstruction Without Physical Priors—0
CBNN: 3-Party Secure Framework for Customized Binary Neural Networks Inference—0
Predicting the Original Appearance of Damaged Historical DocumentsCode2
BiDM: Pushing the Limit of Quantization for Diffusion ModelsCode1
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
AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial ScenariosCode2
Efficiera Residual Networks: Hardware-Friendly Fully Binary Weight with 2-bit Activation Model Achieves Practical ImageNet AccuracyCode0
ARB-LLM: Alternating Refined Binarizations for Large Language ModelsCode1
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
Efficient GANs for Document Image Binarization Based on DWT and NormalizationCode0
Learning Interpretable Differentiable Logic Networks—0
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language ModelsCode1
Sparse Binarization for Fast Keyword SpottingCode1
Binarized Diffusion Model for Image Super-ResolutionCode2
USM RNN-T model weights binarization—0
BDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy NetworkCode1
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