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Binarization

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Showing 51–100 of 433 papers

TitleStatusHype
Efficient Multitask Dense Predictor via BinarizationCode0
ReActXGB: A Hybrid Binary Convolutional Neural Network Architecture for Improved Performance and Computational Efficiency—0
DocRes: A Generalist Model Toward Unifying Document Image Restoration TasksCode4
The Effect of Data Types' on the Performance of Machine Learning Algorithms for Financial Prediction—0
Binarizing Documents by Leveraging both Space and FrequencyCode1
Drawing the Line: Deep Segmentation for Extracting Art from Ancient Etruscan MirrorsCode0
BinaryDM: Accurate Weight Binarization for Efficient Diffusion ModelsCode1
NAF-DPM: A Nonlinear Activation-Free Diffusion Probabilistic Model for Document EnhancementCode2
BiPer: Binary Neural Networks using a Periodic FunctionCode1
Mini-Splatting: Representing Scenes with a Constrained Number of GaussiansCode3
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
Neuromorphic Synergy for Video BinarizationCode1
DB-LLM: Accurate Dual-Binarization for Efficient LLMs—0
BiLLM: Pushing the Limit of Post-Training Quantization for LLMsCode3
A Fair Evaluation of Various Deep Learning-Based Document Image Binarization ApproachesCode1
A foundation for exact binarized morphological neural networksCode0
ARBiBench: Benchmarking Adversarial Robustness of Binarized Neural Networks—0
BiPFT: Binary Pre-trained Foundation Transformer with Low-rank Estimation of Binarization Residual PolynomialsCode1
When Input Integers are Given in the Unary Numeral Representation—0
A Layer-Wise Tokens-to-Token Transformer Network for Improved Historical Document Image EnhancementCode1
DocBinFormer: A Two-Level Transformer Network for Effective Document Image BinarizationCode0
PLUM: Improving Inference Efficiency By Leveraging Repetition-Sparsity Trade-OffCode0
BinaryHPE: 3D Human Pose and Shape Estimation via BinarizationCode1
BiHRNet: A Binary high-resolution network for Human Pose Estimation—0
Deep Hashing via Householder QuantizationCode0
Video Instance MattingCode1
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
Persis: A Persian Font Recognition Pipeline Using Convolutional Neural NetworksCode1
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
PB-LLM: Partially Binarized Large Language ModelsCode1
Gaining the Sparse Rewards by Exploring Lottery Tickets in Spiking Neural Network—0
Class Binarization to NeuroEvolution for Multiclass ClassificationCode0
Estimator Meets Equilibrium Perspective: A Rectified Straight Through Estimator for Binary Neural Networks TrainingCode1
Aggregating Credences into Beliefs: Agenda Conditions for Impossibility Results—0
Learning Discrete Weights and Activations Using the Local Reparameterization Trick—0
BinaryViT: Pushing Binary Vision Transformers Towards Convolutional ModelsCode1
Semantic Segmentation Using Super Resolution Technique as Pre-Processing—0
Binary domain generalization for sparsifying binary neural networksCode0
Feature Mixing for Writer Retrieval and Identification on Papyri FragmentsCode0
Neural Network Compression using Binarization and Few Full-Precision Weights—0
Binary Radiance Fields—0
LDEB -- Label Digitization with Emotion Binarization and Machine Learning for Emotion Recognition in Conversational Dialogues—0
CCDWT-GAN: Generative Adversarial Networks Based on Color Channel Using Discrete Wavelet Transform for Document Image BinarizationCode1
BinaryViT: Towards Efficient and Accurate Binary Vision Transformers—0
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