Research

Papers for “image classification”

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

Title	Authors	Year	Source
Multiclass ASMA vs Targeted PGD Attack in Image Segmentation	Johnson Vo, Jiabao Xie, Sahil Patel (1) __INSTITUTION_3__ University of Toronto)	2022	arxiv 2208.01844
State-of-the-Art in Nudity Classification: A Comparative Analysis	Fatih Cagatay Akyon, Alptekin Temizel	2023	arxiv 2312.16338
Deeply Coupled Auto-encoder Networks for Cross-view Classification	Wen Wang, Zhen Cui, Hong Chang	2014	arxiv 1402.2031
Fine-Grained Classification via Mixture of Deep Convolutional Neural Networks	ZongYuan Ge, Alex Bewley, Christopher McCool	2015	arxiv 1511.09209
Deep Learning for Identifying Metastatic Breast Cancer	Dayong Wang, Aditya Khosla, Rishab Gargeya	2016	arxiv 1606.05718
Interferometric Neural Networks	Arun Sehrawat	2023	arxiv 2310.16742
Research on the Detection Method of Breast Cancer Deep Convolutional Neural Network Based on Computer Aid	Mengfan Li	2021	arxiv 2104.11551
FPGA Resource-aware Structured Pruning for Real-Time Neural Networks	Benjamin Ramhorst, Vladimir Loncar, George A. Constantinides	2023	arxiv 2308.05170
CARPE: Context-Aware Image Representation Prioritization via Ensemble for Large Vision-Language Models	Donghee Lee, Rui Cai, Zhe Zhao	2026	arxiv 2601.13622
Performance landscape of resource-constrained platforms targeting DNNs	Panagiotis Miliadis, Christos-Savvas Bouganis, Dionisios Pnevmatikatos	2021	arxiv 2107.10047
On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks	Sunil Thulasidasan, Gopinath Chennupati, Jeff Bilmes	2019	arxiv 1905.11001
Intelligent Known and Novel Aircraft Recognition -- A Shift from Classification to Similarity Learning for Combat Identification	Ahmad Saeed, Haasha Bin Atif, Usman Habib	2024	arxiv 2402.16486
Scalar Invariant Networks with Zero Bias	Chuqin Geng, Xiaojie Xu, Haolin Ye	2022	arxiv 2211.08486
Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes	Guo-Jun Qi, Wei Liu, Charu Aggarwal	2017	arxiv 1703.07519
Semantic Redundancies in Image-Classification Datasets: The 10% You Don't Need	Vighnesh Birodkar, Hossein Mobahi, Samy Bengio	2019	arxiv 1901.11409
Deep transfer learning for detecting Covid-19, Pneumonia and Tuberculosis using CXR images -- A Review	Irad Mwendo, Kinyua Gikunda, Anthony Maina	2023	arxiv 2303.16754
Foothill: A Quasiconvex Regularization for Edge Computing of Deep Neural Networks	Mouloud Belbahri, Eyyüb Sari, Sajad Darabi	2019	arxiv 1901.06414
The Importance of Background Information for Out of Distribution Generalization	Jupinder Parmar, Khaled Saab, Brian Pogatchnik	2022	arxiv 2206.08794
An Encryption Method of ConvMixer Models without Performance Degradation	Ryota Iijima, Hitoshi Kiya	2022	arxiv 2207.11939
Strong mixed-integer programming formulations for trained neural networks	Ross Anderson, Joey Huchette, Will Ma	2018	arxiv 1811.01988

Search results