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Showing 101–150 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
Improving Interpretability and Accuracy in Neuro-Symbolic Rule Extraction Using Class-Specific Sparse Filters—0
HadamRNN: Binary and Sparse Ternary Orthogonal RNNsCode0
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
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
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
Efficient GANs for Document Image Binarization Based on DWT and NormalizationCode0
Learning Interpretable Differentiable Logic Networks—0
USM RNN-T model weights binarization—0
Efficient Multitask Dense Predictor via BinarizationCode0
ReActXGB: A Hybrid Binary Convolutional Neural Network Architecture for Improved Performance and Computational Efficiency—0
The Effect of Data Types' on the Performance of Machine Learning Algorithms for Financial Prediction—0
Drawing the Line: Deep Segmentation for Extracting Art from Ancient Etruscan MirrorsCode0
FBPT: A Fully Binary Point Transformer—0
LUM-ViT: Learnable Under-sampling Mask Vision Transformer for Bandwidth Limited Optical Signal AcquisitionCode0
Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers—0
Method of Tracking and Analysis of Fluorescent-Labeled Cells Using Automatic Thresholding and Labeling—0
DB-LLM: Accurate Dual-Binarization for Efficient LLMs—0
A foundation for exact binarized morphological neural networksCode0
ARBiBench: Benchmarking Adversarial Robustness of Binarized Neural Networks—0
When Input Integers are Given in the Unary Numeral Representation—0
DocBinFormer: A Two-Level Transformer Network for Effective Document Image BinarizationCode0
PLUM: Improving Inference Efficiency By Leveraging Repetition-Sparsity Trade-OffCode0
BiHRNet: A Binary high-resolution network for Human Pose Estimation—0
Deep Hashing via Householder QuantizationCode0
DocStormer: Revitalizing Multi-Degraded Colored Document Images to Pristine PDF—0
Using Logic Programming and Kernel-Grouping for Improving Interpretability of Convolutional Neural Networks—0
Dynamic Shuffle: An Efficient Channel Mixture Method—0
A quantum segmentation algorithm based on local adaptive threshold for NEQR image—0
A quantum moving target segmentation algorithm for grayscale video—0
Gaining the Sparse Rewards by Exploring Lottery Tickets in Spiking Neural Network—0
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