SOTA2 Research · papers

Papers for “image classification”

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

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20 indexed

Title	Authors	Year	Source
TrajSyn: Privacy-Preserving Dataset Distillation from Federated Model Trajectories for Server-Side Adversarial Training	Mukur Gupta, Niharika Gupta, Saifur Rahman	2025	arxiv 2512.15123
CNN-based IoT Device Identification: A Comparative Study on Payload vs. Fingerprint	Kahraman Kostas	2023	arxiv 2304.13894
ZENITH: Automated Gradient Norm Informed Stochastic Optimization	Dhrubo Saha	2026	arxiv 2601.15212
Sequential Subspace Noise Injection Prevents Accuracy Collapse in Certified Unlearning	Polina Dolgova, Sebastian U. Stich	2026	arxiv 2601.05134
A Comparative Study of Adversarial Robustness in CNN and CNN-ANFIS Architectures	Kaaustaaub Shankar, Bharadwaj Dogga, Kelly Cohen	2026	arxiv 2602.07028
Image-Based Classification of Olive Species Specific to Turkiye with Deep Neural Networks	Irfan Atabas, Hatice Karatas	2026	arxiv 2603.00168
Privacy-Preserving Clothing Classification using Vision Transformer for Thermal Comfort Estimation	Tatsuya Chuman, Yousuke Udagawa, Hitoshi Kiya	2026	arxiv 2604.26184
Measurement-Induced Quantum Neural Network	Paul Argyle, Djamil Lakhdar-Hamina, Sarah H. Miller	2026	arxiv 2603.19200
Mapping Networks	Lord Sen, Shyamapada Mukherjee	2026	arxiv 2602.19134
APEX: Audio Prototype EXplanations for Classification Tasks	Piotr Kawa, Kornel Howil, Piotr Borycki	2026	arxiv 2605.10153