Research

Papers for “image classification”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
TinyBayes: Closed-Form Bayesian Inference via Jacobi Prior for Real-Time Image Classification on Edge Devices	Shouvik Sardar, Sourish Das	2026	arxiv 2605.06333
From Patches to Evidence Balls: Class-Conditioned Evidence Retrieval for Few-Shot Whole Slide Image Classification	Di Zhang, Li Zhang, Jiashuai Liu	2026	arxiv 2608.01104
GLUSE: Enhanced Channel-Wise Adaptive Gated Linear Units SE for Onboard Satellite Earth Observation Image Classification	Thanh-Dung Le, Vu Nguyen Ha, Ti Ti Nguyen	2025	arxiv 2504.12484
Effective, Fast, and Memory-Efficient Compressed Multi-function Convolutional Neural Networks for More Accurate Medical Image Classification	Luna M. Zhang	2018	arxiv 1811.11996
Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model For Hyperspectral Image Classification	Cheng Deng, Yumeng Xue, Xianglong Liu	2019	arxiv 1904.02454
Evaluation of Vision Transformers for Multimodal Image Classification: A Case Study on Brain, Lung, and Kidney Tumors	Óscar A. Martín, Javier Sánchez	2025	arxiv 2502.05517
GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning	S M Taslim Uddin Raju, Md. Milon Islam, Md Rezwanul Haque	2025	arxiv 2507.07006
Boosting Adversarial Transferability for Hyperspectral Image Classification Using 3D Structure-invariant Transformation and Weighted Intermediate Feature Divergence	Chun Liu, Bingqian Zhu, Tao Xu	2025	arxiv 2506.10459
Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data	Dimitrios Marmanis, Wei Yao, Fathalrahman Adam	2017	arxiv 1711.02010
Multi-Cohort Framework with Cohort-Aware Attention and Adversarial Mutual-Information Minimization for Whole Slide Image Classification	Sharon Peled, Yosef E. Maruvka, Moti Freiman	2024	arxiv 2409.11119
2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification	Jingwei Zhang, Anh Tien Nguyen, Xi Han	2024	arxiv 2412.00678
CheX-DS: Improving Chest X-ray Image Classification with Ensemble Learning Based on DenseNet and Swin Transformer	Xinran Li, Yu Liu, Xiujuan Xu	2025	arxiv 2505.11168
Pathological Prior-Guided Multiple Instance Learning For Mitigating Catastrophic Forgetting in Breast Cancer Whole Slide Image Classification	Weixi Zheng, Aoling Huang, Jingping Yuan	2025	arxiv 2503.06056
Examining convolutional feature extraction using Maximum Entropy (ME) and Signal-to-Noise Ratio (SNR) for image classification	Nidhi Gowdra, Roopak Sinha, Stephen MacDonell	2021	arxiv 2105.04097
Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification	Conghao Xiong, Hao Chen, Joseph J.Y. Sung	2023	arxiv 2301.08125
The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification	Tianjun Xiao, Yichong Xu, Kuiyuan Yang	2014	arxiv 1411.6447
Image Classification of Grapevine Buds using Scale-Invariant Features Transform, Bag of Features and Support Vector Machines	Diego Sebastián Pérez, Facundo Bromberg, Carlos Ariel Diaz	2016	arxiv 1605.02775
Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification	Yash Sharma, Aman Shrivastava, Lubaina Ehsan	2021	arxiv 2103.10626
Evolving CNN Architectures: From Custom Designs to Deep Residual Models for Diverse Image Classification and Detection Tasks	Mahmudul Hasan, Mabsur Fatin Bin Hossain	2026	arxiv 2601.01099
FedSKD: Aggregation-free Model-heterogeneous Federated Learning via Multi-dimensional Similarity Knowledge Distillation for Medical Image Classification	Ziqiao Weng, Weidong Cai, Bo Zhou	2025	arxiv 2503.18981

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