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Binarization

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TitleStatusHype
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale FusionCode7
DocRes: A Generalist Model Toward Unifying Document Image Restoration TasksCode4
BiLLM: Pushing the Limit of Post-Training Quantization for LLMsCode3
Mini-Splatting: Representing Scenes with a Constrained Number of GaussiansCode3
AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial ScenariosCode2
Binary Neural Networks: A SurveyCode2
Real-time Scene Text Detection with Differentiable BinarizationCode2
Predicting the Original Appearance of Damaged Historical DocumentsCode2
Neural Network Compression Framework for fast model inferenceCode2
Binarized Neural Machine TranslationCode2
BHViT: Binarized Hybrid Vision TransformerCode2
NAF-DPM: A Nonlinear Activation-Free Diffusion Probabilistic Model for Document EnhancementCode2
Binarized Diffusion Model for Image Super-ResolutionCode2
Efficient Neural Network Deployment for MicrocontrollerCode1
DocEnTr: An End-to-End Document Image Enhancement TransformerCode1
Estimator Meets Equilibrium Perspective: A Rectified Straight Through Estimator for Binary Neural Networks TrainingCode1
DE-GAN: A Conditional Generative Adversarial Network for Document EnhancementCode1
Communication-Efficient Federated Learning with Binary Neural NetworksCode1
Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise BinarizationCode1
Exploring the Connection Between Binary and Spiking Neural NetworksCode1
BinaryViT: Pushing Binary Vision Transformers Towards Convolutional ModelsCode1
Binary Neural Network Aided CSI Feedback in Massive MIMO SystemCode1
BiT: Robustly Binarized Multi-distilled TransformerCode1
CCDWT-GAN: Generative Adversarial Networks Based on Color Channel Using Discrete Wavelet Transform for Document Image BinarizationCode1
A Generalization of Otsu’s Method and Minimum Error ThresholdingCode1
Defending and Harnessing the Bit-Flip Based Adversarial Weight AttackCode1
BiPer: Binary Neural Networks using a Periodic FunctionCode1
A Layer-Wise Tokens-to-Token Transformer Network for Improved Historical Document Image EnhancementCode1
EcoFormer: Energy-Saving Attention with Linear ComplexityCode1
Effective Document Image Enhancement Using tokens-to-token Transformer NetworkCode1
BinaryDM: Accurate Weight Binarization for Efficient Diffusion ModelsCode1
Binarized Aggregated Network with Quantization: Flexible Deep Learning Deployment for CSI Feedback in Massive MIMO SystemCode1
Binary Embedding-based Retrieval at TencentCode1
BiPFT: Binary Pre-trained Foundation Transformer with Low-rank Estimation of Binarization Residual PolynomialsCode1
Bi-GCN: Binary Graph Convolutional NetworkCode1
BiFSMN: Binary Neural Network for Keyword SpottingCode1
A 1D-CNN Based Deep Learning Technique for Sleep Apnea Detection in IoT SensorsCode1
BiFSMNv2: Pushing Binary Neural Networks for Keyword Spotting to Real-Network PerformanceCode1
BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-ResolutionCode1
BiBERT: Accurate Fully Binarized BERTCode1
Binarized Spectral Compressive ImagingCode1
Binarizing Documents by Leveraging both Space and FrequencyCode1
Binary Graph Convolutional Network with Capacity ExplorationCode1
Binary Graph Neural NetworksCode1
A Fair Evaluation of Various Deep Learning-Based Document Image Binarization ApproachesCode1
BiBench: Benchmarking and Analyzing Network BinarizationCode1
ARB-LLM: Alternating Refined Binarizations for Large Language ModelsCode1
Arrhythmia Classifier Based on Ultra-Lightweight Binary Neural NetworkCode1
A Generalization of Otsu's Method and Minimum Error ThresholdingCode1
BiDet: An Efficient Binarized Object DetectorCode1
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