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Binarization

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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
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