Browse State-of-the-Art › Binarization › Papers, page 2

Binarization

Papers archive 2025-07-28

archive papers tagged: 433 · with a code link: 184 · where Syntology ran a sample: 39 (36 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (39 of 433 tagged: 36 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)

Page 2 of 5: papers 101 to 200 of 433, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• IR2Net: Information Restriction and Information Recovery for Accurate Binary Neural Networks
  6 Oct 2022 1 repository listed
• EcoFormer: Energy-Saving Attention with Linear Complexity
  19 Sep 2022 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
• SVNet: Where SO(3) Equivariance Meets Binarization on Point Cloud Representation
  13 Sep 2022 1 repository listed
• Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies
  3 Sep 2022 1 repository listed Syntology official (archive's flag): 10 ran · 10 ran (of which 2 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 7 unverified (of 17 harvested samples) · 17 pointer-only (licence)
• Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise Binarization
  22 Jul 2022 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 2 pointer-only (licence)
• RepBNN: towards a precise Binary Neural Network with Enhanced Feature Map via Repeating
  19 Jul 2022 1 repository listed
• Lipschitz Continuity Retained Binary Neural Network
  13 Jul 2022 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
• Network Binarization via Contrastive Learning
  6 Jul 2022 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 4 harvested samples)
• GAAF: Searching Activation Functions for Binary Neural Networks through Genetic Algorithm
  5 Jun 2022 1 repository listed
• Optimization of Decision Tree Evaluation Using SIMD Instructions
  15 May 2022 1 repository listed
• PUERT: Probabilistic Under-sampling and Explicable Reconstruction Network for CS-MRI
  24 Apr 2022 1 repository listed
• TorMentor: Deterministic dynamic-path, data augmentations with fractals
  7 Apr 2022 1 repository listed
• Bimodal Distributed Binarized Neural Networks
  5 Apr 2022 1 repository listed
• Tooth Instance Segmentation on Panoramic Dental Radiographs Using U-Nets and Morphological Processing
  31 Mar 2022 1 repository listed
• BiBERT: Accurate Fully Binarized BERT
  12 Mar 2022 1 repository listed
• BiFSMN: Binary Neural Network for Keyword Spotting
  14 Feb 2022 1 repository listed
• DocEnTr: An End-to-End Document Image Enhancement Transformer
  25 Jan 2022 1 repository listed
• KartalOl: Transfer learning using deep neural network for iris segmentation and localization: New dataset for iris segmentation
  9 Dec 2021 1 repository listed
• HHF: Hashing-guided Hinge Function for Deep Hashing Retrieval
  4 Dec 2021 1 repository listed
• Equal Bits: Enforcing Equally Distributed Binary Network Weights
  2 Dec 2021 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Binary Independent Component Analysis: A Non-stationarity-based Approach
  30 Nov 2021 1 repository listed
• PokeBNN: A Binary Pursuit of Lightweight Accuracy
  30 Nov 2021 1 repository listed
• XnODR and XnIDR: Two Accurate and Fast Fully Connected Layers For Convolutional Neural Networks
  21 Nov 2021 1 repository listed
• Iterative Training: Finding Binary Weight Deep Neural Networks with Layer Binarization
  13 Nov 2021 1 repository listed
• Communication-Efficient Federated Learning with Binary Neural Networks
  5 Oct 2021 1 repository listed
• SomnNET: An SpO2 Based Deep Learning Network for Sleep Apnea Detection in Smartwatches
  25 Aug 2021 1 repository listed
• N-ary Constituent Tree Parsing with Recursive Semi-Markov Model
  26 Jul 2021 1 repository listed
• Exact Backpropagation in Binary Weighted Networks with Group Weight Transformations
  3 Jul 2021 1 repository listed
• Enhance to Read Better: A Multi-Task Adversarial Network for Handwritten Document Image Enhancement
  26 May 2021 1 repository listed
• SauvolaNet: Learning Adaptive Sauvola Network for Degraded Document Binarization
  12 May 2021 1 repository listed
• A 1D-CNN Based Deep Learning Technique for Sleep Apnea Detection in IoT Sensors
  2 May 2021 1 repository listed
• Binarized Aggregated Network with Quantization: Flexible Deep Learning Deployment for CSI Feedback in Massive MIMO System
  1 May 2021 1 repository listed
• Training Multi-bit Quantized and Binarized Networks with A Learnable Symmetric Quantizer
  1 Apr 2021 1 repository listed
• Adversarial Robustness by Design through Analog Computing and Synthetic Gradients
  6 Jan 2021 1 repository listed
• Binary Graph Neural Networks
  31 Dec 2020 1 repository listed
• BinaryBERT: Pushing the Limit of BERT Quantization
  31 Dec 2020 1 repository listed Syntology official (archive's flag): 1 ran · 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Learning Independent Instance Maps for Crowd Localization
  8 Dec 2020 1 repository listed
• Binary Neural Network Aided CSI Feedback in Massive MIMO System
  5 Nov 2020 1 repository listed
• Sugeno integral generalization applied to improve adaptive image binarization
  20 Oct 2020 1 repository listed
• Two-stage generative adversarial networks for document image binarization with color noise and background removal
  20 Oct 2020 1 repository listed
• Bi-GCN: Binary Graph Convolutional Network
  15 Oct 2020 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• BiPointNet: Binary Neural Network for Point Clouds
  12 Oct 2020 1 repository listed Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples)
• Training Binary Neural Networks through Learning with Noisy Supervision
  10 Oct 2020 1 repository listed
• High-Capacity Expert Binary Networks
  7 Oct 2020 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 1 pointer-only (licence)
• Unconstrained Text Detection in Manga: a New Dataset and Baseline
  9 Sep 2020 1 repository listed
• A Generalization of Otsu’s Method and Minimum Error Thresholding
  1 Aug 2020 1 repository listed
• A Generalization of Otsu's Method and Minimum Error Thresholding
  14 Jul 2020 1 repository listed
• UDBNET: Unsupervised Document Binarization Network via Adversarial Game
  14 Jul 2020 1 repository listed
• Efficient Neural Network Deployment for Microcontroller
  2 Jul 2020 1 repository listed
• Defending and Harnessing the Bit-Flip Based Adversarial Weight Attack
  1 Jun 2020 1 repository listed
• Ordinal Non-negative Matrix Factorization for Recommendation
  1 Jun 2020 1 repository listed
• Training Binary Neural Networks with Real-to-Binary Convolutions
  25 Mar 2020 1 repository listed
• Exploring the Connection Between Binary and Spiking Neural Networks
  24 Feb 2020 1 repository listed
• MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?
  16 Jan 2020 1 repository listed
• TentacleNet: A Pseudo-Ensemble Template for Accurate Binary Convolutional Neural Networks
  20 Dec 2019 1 repository listed
• Transparent Classification with Multilayer Logical Perceptrons and Random Binarization
  10 Dec 2019 1 repository listed
• CoopNet: Cooperative Convolutional Neural Network for Low-Power MCUs
  19 Nov 2019 1 repository listed
• A Computing Kernel for Network Binarization on PyTorch
  11 Nov 2019 1 repository listed
• XNOR-Net++: Improved Binary Neural Networks
  30 Sep 2019 1 repository listed
• Balanced Binary Neural Networks with Gated Residual
  26 Sep 2019 1 repository listed
• MIDI-Sandwich2: RNN-based Hierarchical Multi-modal Fusion Generation VAE networks for multi-track symbolic music generation
  8 Sep 2019 1 repository listed
• Brno Mobile OCR Dataset
  2 Jul 2019 1 repository listed
• Memory-efficient and fast implementation of local adaptive binarization methods
  30 May 2019 1 repository listed
• Recommendation from Raw Data with Adaptive Compound Poisson Factorization
  20 May 2019 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Improved training of binary networks for human pose estimation and image recognition
  11 Apr 2019 1 repository listed
• Progressive Stochastic Binarization of Deep Networks
  3 Apr 2019 1 repository listed
• Improving Document Binarization via Adversarial Noise-Texture Augmentation
  25 Oct 2018 1 repository listed
• Hierarchical binary CNNs for landmark localization with limited resources
  14 Aug 2018 1 repository listed
• Skeletracks: automatic separation of overlapping fission tracks in apatite and muscovite using image processing
  13 Jun 2018 1 repository listed
• TAPAS: Tricks to Accelerate (encrypted) Prediction As a Service
  9 Jun 2018 1 repository listed
• Document Enhancement Using Visibility Detection
  1 Jun 2018 1 repository listed
• Efficient end-to-end learning for quantizable representations
  15 May 2018 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Discrete Factorization Machines for Fast Feature-based Recommendation
  6 May 2018 1 repository listed
• Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and Memory
  11 Apr 2018 1 repository listed
• Distribution-Aware Binarization of Neural Networks for Sketch Recognition
  9 Apr 2018 1 repository listed
• B-DCGAN:Evaluation of Binarized DCGAN for FPGA
  29 Mar 2018 1 repository listed
• Near-lossless Binarization of Word Embeddings
  24 Mar 2018 1 repository listed
• Loss-aware Weight Quantization of Deep Networks
  23 Feb 2018 1 repository listed
• PDNet: Semantic Segmentation integrated with a Primal-Dual Network for Document binarization
  26 Jan 2018 1 repository listed
• ReBNet: Residual Binarized Neural Network
  3 Nov 2017 1 repository listed
• Model compression as constrained optimization, with application to neural nets. Part II: quantization
  13 Jul 2017 1 repository listed
• Learning Convolutional Networks for Content-weighted Image Compression
  30 Mar 2017 1 repository listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Loss-aware Binarization of Deep Networks
  5 Nov 2016 1 repository listed
• Recurrent Neural Networks With Limited Numerical Precision
  24 Aug 2016 1 repository listed
• Highly Efficient and Effective LLMs with Multi-Boolean Architectures
  28 May 2025 0 repositories listed
• Partial differential equation system for binarization of degraded document images
  11 Mar 2025 0 repositories listed
• 10K is Enough: An Ultra-Lightweight Binarized Network for Infrared Small-Target Detection
  4 Mar 2025 0 repositories listed
• Deep Learning-based Event Data Coding: A Joint Spatiotemporal and Polarity Solution
  5 Feb 2025 0 repositories listed
• Hamming Attention Distillation: Binarizing Keys and Queries for Efficient Long-Context Transformers
  3 Feb 2025 0 repositories listed
• Improving Interpretability and Accuracy in Neuro-Symbolic Rule Extraction Using Class-Specific Sparse Filters
  28 Jan 2025 0 repositories listed
• Explaining Categorical Feature Interactions Using Graph Covariance and LLMs
  24 Jan 2025 0 repositories listed
• Sparse Binary Representation Learning for Knowledge Tracing
  17 Jan 2025 0 repositories listed
• Binary Event-Driven Spiking Transformer
  10 Jan 2025 0 repositories listed
• Binarized Neural Network for Multi-spectral Image Fusion
  1 Jan 2025 0 repositories listed
• Towards End-to-End Neuromorphic Voxel-based 3D Object Reconstruction Without Physical Priors
  1 Jan 2025 0 repositories listed
• CBNN: 3-Party Secure Framework for Customized Binary Neural Networks Inference
  21 Dec 2024 0 repositories listed
• BEExformer: A Fast Inferencing Transformer Architecture via Binarization with Multiple Early Exits
  6 Dec 2024 0 repositories listed
• Text Change Detection in Multilingual Documents Using Image Comparison
  5 Dec 2024 0 repositories listed
• Arabic Handwritten Document OCR Solution with Binarization and Adaptive Scale Fusion Detection
  2 Dec 2024 0 repositories listed
• Bi-Mamba: Towards Accurate 1-Bit State Space Models
  18 Nov 2024 0 repositories listed

Syntology lines on 13 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.