Research

Papers for “image classification”

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

Title	Authors	Year	Source
Just Rotate it: Deploying Backdoor Attacks via Rotation Transformation	Tong Wu, Tianhao Wang, Vikash Sehwag	2022	arxiv 2207.10825
Unlabeled Data Improves Fine-Grained Image Zero-shot Classification with Multimodal LLMs	Yunqi Hong, Sohyun An, Andrew Bai	2025	arxiv 2506.03195
Transferring Styles for Reduced Texture Bias and Improved Robustness in Semantic Segmentation Networks	Ben Hamscher, Edgar Heinert, Annika Mütze	2025	arxiv 2507.10239
Conditional Diffusion Models are Medical Image Classifiers that Provide Explainability and Uncertainty for Free	Gian Mario Favero, Parham Saremi, Emily Kaczmarek	2025	arxiv 2502.03687
CoAPT: Context Attribute words for Prompt Tuning	Gun Lee, Subin An, Sungyong Baik	2024	arxiv 2407.13808
Automatic location detection based on deep learning	Anjali Karangiya, Anirudh Sharma, Divax Shah	2024	arxiv 2403.10912
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features	Simone Palazzo, Concetto Spampinato, Isaak Kavasidis	2018	arxiv 1810.10974
How Much Off-The-Shelf Knowledge Is Transferable From Natural Images To Pathology Images?	Xingyu Li, Konstantinos N. Plataniotis	2020	arxiv 2005.01609
Learning to Discover Multi-Class Attentional Regions for Multi-Label Image Recognition	Bin-Bin Gao, Hong-Yu Zhou	2020	arxiv 2007.01755
Semi-supervised classification of radiology images with NoTeacher: A Teacher that is not Mean	Balagopal Unnikrishnan, Cuong Nguyen, Shafa Balaram	2021	arxiv 2108.04423
eGAN: Unsupervised approach to class imbalance using transfer learning	Ademola Okerinde, Lior Shamir, William Hsu	2021	arxiv 2104.04162
Improved Techniques for Quantizing Deep Networks with Adaptive Bit-Widths	Ximeng Sun, Rameswar Panda, Chun-Fu Chen	2021	arxiv 2103.01435
Just Noticeable Difference for Deep Machine Vision	Jian Jin, Xingxing Zhang, Xin Fu	2021	arxiv 2102.08168
Convolutional Xformers for Vision	Pranav Jeevan, Amit sethi	2022	arxiv 2201.10271
Unlabeled Data vs. Pre-trained Knowledge: Rethinking SSL in the Era of Large Models	Song-Lin Lv, Rui Zhu, Tong Wei	2025	arxiv 2505.13317
Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative Study	Raoof Naushad, Tarunpreet Kaur, Ebrahim Ghaderpour	2021	arxiv 2110.02580
Visualizing and Understanding Contrastive Learning	Fawaz Sammani, Boris Joukovsky, Nikos Deligiannis	2022	arxiv 2206.09753
Integration and Performance Analysis of Artificial Intelligence and Computer Vision Based on Deep Learning Algorithms	Bo Liu, Liqiang Yu, Chang Che	2023	arxiv 2312.12872
ActiveDC: Distribution Calibration for Active Finetuning	Wenshuai Xu, Zhenghui Hu, Yu Lu	2023	arxiv 2311.07634
Convolutional Channel-wise Competitive Learning for the Forward-Forward Algorithm	Andreas Papachristodoulou, Christos Kyrkou, Stelios Timotheou	2023	arxiv 2312.12668

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