Research

Papers for “image classification”

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

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
A Comparative Study of Federated Learning Aggregation Strategies under Homogeneous and Heterogeneous Data Distributions	Antonios Makris, Christos Dousis, Emmanouil Kritharakis	2026	arxiv 2605.11010
spectrai: A deep learning framework for spectral data	Conor C. Horgan, Mads S. Bergholt	2021	arxiv 2108.07595
Disentanglement based Active Learning	Silpa Vadakkeeveetil Sreelatha, Adarsh Kappiyath, Sumitra S	2019	arxiv 1912.07018
VirTex: Learning Visual Representations from Textual Annotations	Karan Desai, Justin Johnson	2020	arxiv 2006.06666
Distillation from heterogeneous unlabeled collections	Jean-Michel Begon, Pierre Geurts	2022	arxiv 2201.06507
Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations	Amin Ghiasi, Hamid Kazemi, Steven Reich	2022	arxiv 2201.12961
Multi-task UNet: Jointly Boosting Saliency Prediction and Disease Classification on Chest X-ray Images	Hongzhi Zhu, Robert Rohling, Septimiu Salcudean	2022	arxiv 2202.07118
The Uncanny Similarity of Recurrence and Depth	Avi Schwarzschild, Arjun Gupta, Amin Ghiasi	2021	arxiv 2102.11011
Searching Intrinsic Dimensions of Vision Transformers	Fanghui Xue, Biao Yang, Yingyong Qi	2022	arxiv 2204.07722
SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation	Karim Hammoudi, Adnane Cabani, Bouthaina Slika	2022	arxiv 2204.08458

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