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Research

Papers for “image classification”

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

TitleAuthorsYearSource
Domain-Specific Pre-training Improves Confidence in Whole Slide Image ClassificationSoham Rohit Chitnis, Sidong Liu, Tirtharaj Dash2023arxiv 2302.09833
Multiple Instance Learning with random sampling for Whole Slide Image ClassificationH. Keshvarikhojasteh, J.P.W. Pluim, M. Veta2024arxiv 2403.05351
RetMIL: Retentive Multiple Instance Learning for Histopathological Whole Slide Image ClassificationHongbo Chu, Qiehe Sun, Jiawen Li2024arxiv 2403.10858
CECT: Controllable Ensemble CNN and Transformer for COVID-19 Image ClassificationZhaoshan Liu, Lei Shen2023arxiv 2302.02314
Debiased Noise Editing on Foundation Models for Fair Medical Image ClassificationRuinan Jin, Wenlong Deng, Minghui Chen2024arxiv 2403.06104
Data Adaptive Traceback for Vision-Language Foundation Models in Image ClassificationWenshuo Peng, Kaipeng Zhang, Yue Yang2024arxiv 2407.08787
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion AutoencoderMatan Atad, David Schinz, Hendrik Moeller2024arxiv 2408.01571
On Biases in a UK Biobank-based Retinal Image Classification ModelAnissa Alloula, Rima Mustafa, Daniel R McGowan2024arxiv 2408.02676
Optimizing Gastrointestinal Diagnostics: A CNN-Based Model for VCE Image ClassificationVaneeta Ahlawat, Rohit Sharma, Urush2024arxiv 2411.01652
FUSECAPS: Investigating Feature Fusion Based Framework for Capsule Endoscopy Image ClassificationBidisha Chakraborty, Shree Mitra2024arxiv 2411.02637
In-Context Learning for Label-Efficient Cancer Image Classification in OncologyMobina Shrestha, Bishwas Mandal, Vishal Mandal2025arxiv 2505.08798
Leveraging Vision-Language Models for Improving Domain Generalization in Image ClassificationSravanti Addepalli, Ashish Ramayee Asokan, Lakshay Sharma2023arxiv 2310.08255
Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic InteractionHao Li, Ying Chen, Yifei Chen2024arxiv 2402.19326
Transformer-based Federated Learning for Multi-Label Remote Sensing Image ClassificationBar\iş Büyüktaş, Kenneth Weitzel, Sebastian Völkers2024arxiv 2405.15405
LLM-based Hierarchical Concept Decomposition for Interpretable Fine-Grained Image ClassificationRenyi Qu, Mark Yatskar2024arxiv 2405.18672
Harnessing The Power of Attention For Patch-Based Biomedical Image ClassificationGousia Habib, Shaima Qureshi, Malik ishfaq2024arxiv 2404.00949
Unsupervised Mutual Transformer Learning for Multi-Gigapixel Whole Slide Image ClassificationSajid Javed, Arif Mahmood, Talha Qaiser2023arxiv 2305.02032
Exploring Data Redundancy in Real-world Image Classification through Data SelectionZhenyu Tang, Shaoting Zhang, Xiaosong Wang2023arxiv 2306.14113
The Role of Subgroup Separability in Group-Fair Medical Image ClassificationCharles Jones, Mélanie Roschewitz, Ben Glocker2023arxiv 2307.02791
FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image ClassificationNannan Wu, Li Yu, Xin Yang2022arxiv 2206.13803