Research

Papers for “image classification”

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

Title	Authors	Year	Source
A Deep Model for Partial Multi-Label Image Classification with Curriculum Based Disambiguation	Feng Sun, Ming-Kun Xie, Sheng-Jun Huang	2022	arxiv 2207.02410
Does Machine Unlearning Preserve Clinical Safety? A Risk Analysis for Medical Image Classification	Andreza M. C. Falcao, Filipe R. Cordeiro	2026	arxiv 2604.23854
A Robust Unsupervised Domain Adaptation Framework for Medical Image Classification Using RKHS-MMD	Sapna Sachan, Rakesh Kumar Sanodiya, Amulya Kumar Mahto	2026	arxiv 2605.03787
Online Continual Learning in Image Classification: An Empirical Survey	Zheda Mai, Ruiwen Li, Jihwan Jeong	2021	arxiv 2101.10423
Multi-Modal Reasoning Graph for Scene-Text Based Fine-Grained Image Classification and Retrieval	Andres Mafla, Sounak Dey, Ali Furkan Biten	2020	arxiv 2009.09809
Few-Shot Image Classification and Segmentation as Visual Question Answering Using Vision-Language Models	Tian Meng, Yang Tao, Ruilin Lyu	2024	arxiv 2403.10287
Flip-Rotate-Pooling Convolution and Split Dropout on Convolution Neural Networks for Image Classification	Fa Wu, Peijun Hu, Dexing Kong	2015	arxiv 1507.08754
A Structurally Regularized Convolutional Neural Network for Image Classification using Wavelet-based SubBand Decomposition	Pavel Sinha, Ioannis Psaromiligkos, Zeljko Zilic	2021	arxiv 2103.01823
Semantic Regularization: Improve Few-shot Image Classification by Reducing Meta Shift	Da Chen, Yongliang Yang, Zunlei Feng	2019	arxiv 1912.08395
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification	Xiaoxu Li, Jijie Wu, Zhuo Sun	2020	arxiv 2011.14311
SNR and Resource Adaptive Deep JSCC for Distributed IoT Image Classification	Ali Waqas, Sinem Coleri	2025	arxiv 2506.10699
A survey on Semi-, Self- and Unsupervised Learning for Image Classification	Lars Schmarje, Monty Santarossa, Simon-Martin Schröder	2020	arxiv 2002.08721
MIAFEx: An Attention-based Feature Extraction Method for Medical Image Classification	Oscar Ramos-Soto, Jorge Ramos-Frutos, Ezequiel Perez-Zarate	2025	arxiv 2501.08562
How Quality Affects Deep Neural Networks in Fine-Grained Image Classification	Joseph Smith, Zheming Zuo, Jonathan Stonehouse	2024	arxiv 2405.05742
Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training	Ming-Kun Xie, Jia-Hao Xiao, Pei Peng	2024	arxiv 2404.06287
Patch-based Convolutional Neural Network for Whole Slide Tissue Image Classification	Le Hou, Dimitris Samaras, Tahsin M. Kurc	2015	arxiv 1504.07947
Domain Adaptation for Multi-label Image Classification: a Discriminator-free Approach	Inder Pal Singh, Enjie Ghorbel, Anis Kacem	2025	arxiv 2505.14333
FAME: Feature Activation Map Explanation on Image Classification and Face Recognition	Xinyi Zhang, Manuel Günther	2026	arxiv 2605.12017
Effective Evaluation of Deep Active Learning on Image Classification Tasks	Nathan Beck, Durga Sivasubramanian, Apurva Dani	2021	arxiv 2106.15324
Online Sensor Hallucination via Knowledge Distillation for Multimodal Image Classification	Saurabh Kumar, Biplab Banerjee, Subhasis Chaudhuri	2019	arxiv 1908.10559

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