Research

Papers for “image classification”

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

Title	Authors	Year	Source
Machine learning with sub-diffraction resolution in the photon-counting regime	Giuseppe Buonaiuto, Cosmo Lupo	2024	arxiv 2406.03179
Test-Time Defense Against Adversarial Attacks via Stochastic Resonance of Latent Ensembles	Dong Lao, Yuxiang Zhang, Haniyeh Ehsani Oskouie	2025	arxiv 2510.03224
A Set-to-Set Distance Measure in Hyperbolic Space	Pengxiang Li, Wei Wu, Zhi Gao	2025	arxiv 2506.18529
SIM-Net: A Multimodal Fusion Network Using Inferred 3D Object Shape Point Clouds from RGB Images for 2D Classification	Youcef Sklab, Hanane Ariouat, Eric Chenin	2025	arxiv 2506.18683
Linear Attention with Global Context: A Multipole Attention Mechanism for Vision and Physics	Alex Colagrande, Paul Caillon, Eva Feillet	2025	arxiv 2507.02748
AdaPerceiver: Transformers with Adaptive Width, Depth, and Tokens	Purvish Jajal, Nick John Eliopoulos, Benjamin Shiue-Hal Chou	2025	arxiv 2511.18105
ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalization	Aleksandr Matsun, Numan Saeed, Fadillah Adamsyah Maani	2024	arxiv 2403.09400
Synthesizer Based Efficient Self-Attention for Vision Tasks	Guangyang Zhu, Jianfeng Zhang, Yuanzhi Feng	2022	arxiv 2201.01410
Connectivity-Inspired Network for Context-Aware Recognition	Gianluca Carloni, Sara Colantonio	2024	arxiv 2409.04360
Admissibility of Stein Shrinkage for Batch Normalization in the Presence of Adversarial Attacks	Sofia Ivolgina, P. Thomas Fletcher, Baba C. Vemuri	2025	arxiv 2507.08261
Systematic Characterization of Minimal Deep Learning Architectures: A Unified Analysis of Convergence, Pruning, and Quantization	Ziwei Zheng, Huizhi Liang, Vaclav Snasel	2026	arxiv 2601.17987
Semi-Supervised Goal-Oriented Semantic Communication Framework for Foreground Classification	Zhitong Ni, Yansha Deng, Jinhong Yuan	2026	arxiv 2604.10870
A Self supervised learning framework for imbalanced medical imaging datasets	Yash Kumar Sharma, Charan Ramtej Kodi, Vineet Padmanabhan	2026	arxiv 2604.01947
ClimateVID -- Social Media Videos Analysis and Challenges Involved	Shiqi Xu, Moritz Burmester, Katharina Prasse	2026	arxiv 2604.27968
FLRSP: Privacy-Preserving Federated Learning Using Randomly Selected Model Parameters	Hiroto Sawada, Shoko Imaizumi, Hitoshi Kiya	2026	arxiv 2605.01204
WaRA: Wavelet Low Rank Adaptation	Moein Heidari, Yijin Huang, Yasamin Medghalchi	2025	arxiv 2506.24092
Discovering the Hidden Role of Gini Index In Prompt-based Classification	Ruixi Lin	2026	arxiv 2603.15654
PoiCGAN: A Targeted Poisoning Based on Feature-Label Joint Perturbation in Federated Learning	Tao Liu, Jiguang Lv, Dapeng Man	2026	arxiv 2603.23574
Automated Background Swapping for Robustness against Spurious Backgrounds	Cesar Roder, Kajetan Schweighofer	2026	arxiv 2606.32018
SechKAN: Kolmogorov-Arnold Networks with Hyperbolic Secant Functions	Hoang-Thang Ta	2026	arxiv 2607.18290

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