Browse State-of-the-Art › Image Classification › Papers, page 49
Image Classification
Papers archive 2025-07-28
archive papers tagged: 10,488 · with a code link: 4,702 · where Syntology ran a sample: 1,392 (1,164 with a run with no instrument failure, 228 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (1,392 of 10,488 tagged: 1,164 with a run with no instrument failure, 228 where every run was a failure of Syntology's instrument)
Page 49 of 105: papers 4,801 to 4,900 of 10,488, 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.
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Humble your Overconfident Networks: Unlearning Overfitting via Sequential Monte Carlo Tempered Deep Ensembles16 May 2025 0 repositories listed
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Optimal Control for Transformer Architectures: Enhancing Generalization, Robustness and Efficiency16 May 2025 0 repositories listed
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CLIP Embeddings for AI-Generated Image Detection: A Few-Shot Study with Lightweight Classifier15 May 2025 0 repositories listed
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Quantum-Enhanced Parameter-Efficient Learning for Typhoon Trajectory Forecasting14 May 2025 0 repositories listed
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CNN and ViT Efficiency Study on Tiny ImageNet and DermaMNIST Datasets13 May 2025 0 repositories listed
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Convolutional Spiking Neural Network for Image Classification13 May 2025 0 repositories listed
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Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification13 May 2025 0 repositories listed
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MoKD: Multi-Task Optimization for Knowledge Distillation13 May 2025 0 repositories listed
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Discovering Fine-Grained Visual-Concept Relations by Disentangled Optimal Transport Concept Bottleneck Models12 May 2025 0 repositories listed
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Hierarchical Sparse Attention Framework for Computationally Efficient Classification of Biological Cells12 May 2025 0 repositories listed
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Synthetic Similarity Search in Automotive Production12 May 2025 0 repositories listed
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Active Learning for Multi-class Image Classification11 May 2025 0 repositories listed
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Image Classification Using a Diffusion Model as a Pre-Training Model11 May 2025 0 repositories listed
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Matrix Is All You Need11 May 2025 0 repositories listed
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NeuRN: Neuro-inspired Domain Generalization for Image Classification11 May 2025 0 repositories listed
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Achieving 3D Attention via Triplet Squeeze and Excitation Block9 May 2025 0 repositories listed
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Adapting a Segmentation Foundation Model for Medical Image Classification9 May 2025 0 repositories listed
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Efficient Quantum Convolutional Neural Networks for Image Classification: Overcoming Hardware Constraints9 May 2025 0 repositories listed
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Direct Image Classification from Fourier Ptychographic Microscopy Measurements without Reconstruction8 May 2025 0 repositories listed
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Hide & Seek: Transformer Symmetries Obscure Sharpness & Riemannian Geometry Finds It8 May 2025 0 repositories listed
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In-Context Learning for Label-Efficient Cancer Image Classification in Oncology8 May 2025 0 repositories listed
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Label-efficient Single Photon Images Classification via Active Learning7 May 2025 0 repositories listed
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ORXE: Orchestrating Experts for Dynamically Configurable Efficiency7 May 2025 0 repositories listed
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Comparative Analysis of Lightweight Deep Learning Models for Memory-Constrained Devices6 May 2025 0 repositories listed
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Enhancing Glass Defect Detection with Diffusion Models: Addressing Imbalanced Datasets in Manufacturing Quality Control6 May 2025 0 repositories listed
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seq-JEPA: Autoregressive Predictive Learning of Invariant-Equivariant World Models6 May 2025 0 repositories listed
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CLOG-CD: Curriculum Learning based on Oscillating Granularity of Class Decomposed Medical Image Classification3 May 2025 0 repositories listed
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TActiLE: Tiny Active LEarning for wearable devices2 May 2025 0 repositories listed
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AGATE: Stealthy Black-box Watermarking for Multimodal Model Copyright Protection28 Apr 2025 0 repositories listed
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Hardware/Software Co-Design of RISC-V Extensions for Accelerating Sparse DNNs on FPGAs28 Apr 2025 0 repositories listed
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Reinforcement Learning-Based Heterogeneous Multi-Task Optimization in Semantic Broadcast Communications28 Apr 2025 0 repositories listed
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Aerial Image Classification in Scarce and Unconstrained Environments via Conformal Prediction24 Apr 2025 0 repositories listed
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Disaggregated Deep Learning via In-Physics Computing at Radio Frequency24 Apr 2025 0 repositories listed
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Dual-Individual Genetic Algorithm: A Dual-Individual Approach for Efficient Training of Multi-Layer Neural Networks24 Apr 2025 0 repositories listed
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A Deep Bayesian Convolutional Spiking Neural Network-based CAD system with Uncertainty Quantification for Medical Images Classification23 Apr 2025 0 repositories listed
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An Effective Gram Matrix Characterizes Generalization in Deep Networks23 Apr 2025 0 repositories listed
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A Basic Evaluation of Neural Networks Trained with the Error Diffusion Learning Algorithm21 Apr 2025 0 repositories listed
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Application of Sensitivity Analysis Methods for Studying Neural Network Models21 Apr 2025 0 repositories listed
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Trainable Quantum Neural Network for Multiclass Image Classification with the Power of Pre-trained Tree Tensor Networks21 Apr 2025 0 repositories listed
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What Lurks Within? Concept Auditing for Shared Diffusion Models at Scale21 Apr 2025 0 repositories listed
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Enhancing Multimodal In-Context Learning for Image Classification through Coreset Optimization19 Apr 2025 0 repositories listed
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Exploring Modality Guidance to Enhance VFM-based Feature Fusion for UDA in 3D Semantic Segmentation19 Apr 2025 0 repositories listed
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ThyroidEffi 1.0: A Cost-Effective System for High-Performance Multi-Class Thyroid Carcinoma Classification19 Apr 2025 0 repositories listed
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Cross-Hierarchical Bidirectional Consistency Learning for Fine-Grained Visual Classification18 Apr 2025 0 repositories listed
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Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models18 Apr 2025 0 repositories listed
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Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration18 Apr 2025 0 repositories listed
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MAAM: A Lightweight Multi-Agent Aggregation Module for Efficient Image Classification Based on the MindSpore Framework18 Apr 2025 0 repositories listed
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Dynamic Memory-enhanced Transformer for Hyperspectral Image Classification17 Apr 2025 0 repositories listed
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Weakly Semi-supervised Whole Slide Image Classification by Two-level Cross Consistency Supervision16 Apr 2025 0 repositories listed
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Deep Learning Approaches for Medical Imaging Under Varying Degrees of Label Availability: A Comprehensive Survey15 Apr 2025 0 repositories listed
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Diversity-Driven Learning: Tackling Spurious Correlations and Data Heterogeneity in Federated Models15 Apr 2025 0 repositories listed
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Embedding Radiomics into Vision Transformers for Multimodal Medical Image Classification15 Apr 2025 0 repositories listed
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Sparse Deformable Mamba for Hyperspectral Image Classification13 Apr 2025 0 repositories listed
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MGS: Markov Greedy Sums for Accurate Low-Bitwidth Floating-Point Accumulation12 Apr 2025 0 repositories listed
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A Hybrid Fully Convolutional CNN-Transformer Model for Inherently Interpretable Medical Image Classification11 Apr 2025 0 repositories listed
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Comparative Analysis of Different Methods for Classifying Polychromatic Sketches11 Apr 2025 0 repositories listed
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FocalLens: Instruction Tuning Enables Zero-Shot Conditional Image Representations11 Apr 2025 0 repositories listed
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Hypergraph Vision Transformers: Images are More than Nodes, More than Edges11 Apr 2025 0 repositories listed
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MultiCore+TPU Accelerated Multi-Modal TinyML for Livestock Behaviour Recognition10 Apr 2025 0 repositories listed
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Identifying regions of interest in whole slide images of renal cell carcinoma9 Apr 2025 0 repositories listed
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Federated Learning for Medical Image Classification: A Comprehensive Benchmark7 Apr 2025 0 repositories listed
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RS-RAG: Bridging Remote Sensing Imagery and Comprehensive Knowledge with a Multi-Modal Dataset and Retrieval-Augmented Generation Model7 Apr 2025 0 repositories listed
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Secure Diagnostics: Adversarial Robustness Meets Clinical Interpretability7 Apr 2025 0 repositories listed
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Adaptive Classification of Interval-Valued Time Series4 Apr 2025 0 repositories listed
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HQViT: Hybrid Quantum Vision Transformer for Image Classification3 Apr 2025 0 repositories listed
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LLM-Guided Evolution: An Autonomous Model Optimization for Object Detection3 Apr 2025 0 repositories listed
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A Randomized Zeroth-Order Hierarchical Framework for Heterogeneous Federated Learning2 Apr 2025 0 repositories listed
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All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning2 Apr 2025 0 repositories listed
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Neural Style Transfer for Synthesising a Dataset of Ancient Egyptian Hieroglyphs2 Apr 2025 0 repositories listed
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Enabling Efficient Processing of Spiking Neural Networks with On-Chip Learning on Commodity Neuromorphic Processors for Edge AI Systems1 Apr 2025 0 repositories listed
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Geometric Median Matching for Robust k-Subset Selection from Noisy Data1 Apr 2025 0 repositories listed
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Impact of Data Duplication on Deep Neural Network-Based Image Classifiers: Robust vs. Standard Models1 Apr 2025 0 repositories listed
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CIBR: Cross-modal Information Bottleneck Regularization for Robust CLIP Generalization31 Mar 2025 0 repositories listed
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Crossmodal Knowledge Distillation with WordNet-Relaxed Text Embeddings for Robust Image Classification31 Mar 2025 0 repositories listed
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Over-the-Air Edge Inference via End-to-End Metasurfaces-Integrated Artificial Neural Networks31 Mar 2025 0 repositories listed
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DC-SGD: Differentially Private SGD with Dynamic Clipping through Gradient Norm Distribution Estimation29 Mar 2025 0 repositories listed
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FairSAM: Fair Classification on Corrupted Data Through Sharpness-Aware Minimization29 Mar 2025 0 repositories listed
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Diffusion models applied to skin and oral cancer classification28 Mar 2025 0 repositories listed
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GmNet: Revisiting Gating Mechanisms From A Frequency View28 Mar 2025 0 repositories listed
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Neural Architecture Search by Learning a Hierarchical Search Space27 Mar 2025 0 repositories listed
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Extensions of regret-minimization algorithm for optimal design25 Mar 2025 0 repositories listed
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Optimizing Breast Cancer Detection in Mammograms: A Comprehensive Study of Transfer Learning, Resolution Reduction, and Multi-View Classification25 Mar 2025 0 repositories listed
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SAFE: Self-Adjustment Federated Learning Framework for Remote Sensing Collaborative Perception25 Mar 2025 0 repositories listed
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VectorFit : Adaptive Singular & Bias Vector Fine-Tuning of Pre-trained Foundation Models25 Mar 2025 0 repositories listed
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Exploring the Integration of Key-Value Attention Into Pure and Hybrid Transformers for Semantic Segmentation24 Mar 2025 0 repositories listed
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Feature Learning beyond the Lazy-Rich Dichotomy: Insights from Representational Geometry23 Mar 2025 0 repositories listed
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Leveraging Text-to-Image Generation for Handling Spurious Correlation21 Mar 2025 0 repositories listed
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Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation20 Mar 2025 0 repositories listed
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Test-Time Backdoor Detection for Object Detection Models19 Mar 2025 0 repositories listed
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Utilization of Neighbor Information for Image Classification with Different Levels of Supervision18 Mar 2025 0 repositories listed
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Effective Dimension Aware Fractional-Order Stochastic Gradient Descent for Convex Optimization Problems17 Mar 2025 0 repositories listed
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Goal-Oriented Source Coding using LDPC Codes for Compressed-Domain Image Classification15 Mar 2025 0 repositories listed
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DCAT: Dual Cross-Attention Fusion for Disease Classification in Radiological Images with Uncertainty Estimation14 Mar 2025 0 repositories listed
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Open-Set Plankton Recognition14 Mar 2025 0 repositories listed
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PARIC: Probabilistic Attention Regularization for Language Guided Image Classification from Pre-trained Vison Language Models14 Mar 2025 0 repositories listed
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A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification13 Mar 2025 0 repositories listed
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Do We Always Need the Simplicity Bias? Looking for Optimal Inductive Biases in the Wild13 Mar 2025 0 repositories listed
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Extreme Learning Machines for Attention-based Multiple Instance Learning in Whole-Slide Image Classification13 Mar 2025 0 repositories listed
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Learning Interpretable Logic Rules from Deep Vision Models13 Mar 2025 0 repositories listed
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Leveraging Vision-Language Embeddings for Zero-Shot Learning in Histopathology Images13 Mar 2025 0 repositories listed