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
Scaling Up Biomedical Vision-Language Models: Fine-Tuning, Instruction Tuning, and Multi-Modal Learning	Cheng Peng, Kai Zhang, Mengxian Lyu	2025	arxiv 2505.17436
A Random Ensemble of Encrypted Vision Transformers for Adversarially Robust Defense	Ryota Iijima, Sayaka Shiota, Hitoshi Kiya	2024	arxiv 2402.07183
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks	Anna Bair, Hongxu Yin, Maying Shen	2023	arxiv 2306.14306
Leveraging Chat-Based Large Vision Language Models for Multimodal Out-Of-Context Detection	Fatma Shalabi, Hichem Felouat, Huy H. Nguyen	2024	arxiv 2403.08776
Posterior Uncertainty Quantification in Neural Networks using Data Augmentation	Luhuan Wu, Sinead Williamson	2024	arxiv 2403.12729
Enhancing Continuous Domain Adaptation with Multi-Path Transfer Curriculum	Hanbing Liu, Jingge Wang, Xuan Zhang	2024	arxiv 2402.16681
Manifold regularization based on Nystr{\"o}m type subsampling	Abhishake Rastogi, Sivananthan Sampath	2017	arxiv 1710.04872
Designing Stable Neural Networks using Convex Analysis and ODEs	Ferdia Sherry, Elena Celledoni, Matthias J. Ehrhardt	2023	arxiv 2306.17332
Vision Transformer-based Adversarial Domain Adaptation	Yahan Li, Yuan Wu	2024	arxiv 2404.15817
Leveraging Systematic Knowledge of 2D Transformations	Jiachen Kang, Wenjing Jia, Xiangjian He	2022	arxiv 2206.00893