Research

Papers for “image classification”

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

Title	Authors	Year	Source
Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning	Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi	2024	arxiv 2403.18985
Synthesizing Machine Learning Programs with PAC Guarantees via Statistical Sketching	Osbert Bastani	2021	arxiv 2110.05390
Applications and Effect Evaluation of Generative Adversarial Networks in Semi-Supervised Learning	Jiyu Hu, Haijiang Zeng, Zhen Tian	2025	arxiv 2505.19522
Recursive Autoconvolution for Unsupervised Learning of Convolutional Neural Networks	Boris Knyazev, Erhardt Barth, Thomas Martinetz	2016	arxiv 1606.00611
Saliency-based Sequential Image Attention with Multiset Prediction	Sean Welleck, Jialin Mao, Kyunghyun Cho	2017	arxiv 1711.05165
Deep tensor networks with matrix product operators	Bojan Žunkovič	2022	arxiv 2209.09098
Comparative Performance of Finetuned ImageNet Pre-trained Models for Electronic Component Classification	Yidi Shao, Longfei Zhou, Fangshuo Tang	2025	arxiv 2506.19330
ViR:the Vision Reservoir	Xian Wei, Bin Wang, Mingsong Chen	2021	arxiv 2112.13545
DeepMIM: Deep Supervision for Masked Image Modeling	Sucheng Ren, Fangyun Wei, Samuel Albanie	2023	arxiv 2303.08817
Learning Deep Context-Network Architectures for Image Annotation	Mingyuan Jiu, Hichem Sahbi	2018	arxiv 1803.08794
Training CNNs in Presence of JPEG Compression: Multimedia Forensics vs Computer Vision	Sara Mandelli, Nicolò Bonettini, Paolo Bestagini	2020	arxiv 2009.12088
Transferability Estimation using Bhattacharyya Class Separability	Michal Pándy, Andrea Agostinelli, Jasper Uijlings	2021	arxiv 2111.12780
On the Robustness of Large Multimodal Models Against Image Adversarial Attacks	Xuanming Cui, Alejandro Aparcedo, Young Kyun Jang	2023	arxiv 2312.03777
Evaluation and Comparison of Visual Language Models for Transportation Engineering Problems	Sanjita Prajapati, Tanu Singh, Chinmay Hegde	2024	arxiv 2409.02278
Transferable Learned Image Compression-Resistant Adversarial Perturbations	Yang Sui, Zhuohang Li, Ding Ding	2024	arxiv 2401.03115
Estimating Physical Information Consistency of Channel Data Augmentation for Remote Sensing Images	Tom Burgert, Begüm Demir	2024	arxiv 2403.14547
Language-Guided Transformer for Federated Multi-Label Classification	I-Jieh Liu, Ci-Siang Lin, Fu-En Yang	2023	arxiv 2312.07165
How much data is needed to train a medical image deep learning system to achieve necessary high accuracy?	Junghwan Cho, Kyewook Lee, Ellie Shin	2015	arxiv 1511.06348
ResNet-like Architecture with Low Hardware Requirements	Elena Limonova, Daniil Alfonso, Dmitry Nikolaev	2020	arxiv 2009.07190
Computed tomography using meta-optics	Maksym Zhelyeznuyakov, Johannes E. Fröch, Shane Colburn	2024	arxiv 2411.08995

Search results