Research

Papers for “image classification”

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

Title	Authors	Year	Source
Semantic Compositions Enhance Vision-Language Contrastive Learning	Maxwell Aladago, Lorenzo Torresani, Soroush Vosoughi	2024	arxiv 2407.01408
Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation Models	Francesco Croce, Naman D Singh, Matthias Hein	2023	arxiv 2306.12941
Cross-modal Adversarial Reprogramming	Paarth Neekhara, Shehzeen Hussain, Jinglong Du	2021	arxiv 2102.07325
A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): from Convolutional Neural Networks to Visual Transformers	Peng Zhao, Chen Li, Md Mamunur Rahaman	2021	arxiv 2107.07699
Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding	Vladan Stojnić, Vladimir Risojević (1) __INSTITUTION_2__ Faculty of Electrical Engineering, University of Banja Luka	2021	arxiv 2104.07070
Classes Are Not Equal: An Empirical Study on Image Recognition Fairness	Jiequan Cui, Beier Zhu, Xin Wen	2024	arxiv 2402.18133
Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models	Akhil Kedia, Mohd Abbas Zaidi, Sushil Khyalia	2024	arxiv 2403.09635
Unsqueeze [CLS] Bottleneck to Learn Rich Representations	Qing Su, Shihao Ji	2024	arxiv 2407.17671
Exploring the Integration of Key-Value Attention Into Pure and Hybrid Transformers for Semantic Segmentation	DeShin Hwa, Tobias Holmes, Klaus Drechsler	2025	arxiv 2503.18862
Self-Supervised Siamese Autoencoders	Friederike Baier, Sebastian Mair, Samuel G. Fadel	2023	arxiv 2304.02549
LaCViT: A Label-aware Contrastive Fine-tuning Framework for Vision Transformers	Zijun Long, Zaiqiao Meng, Gerardo Aragon Camarasa	2023	arxiv 2303.18013
Exploiting Category Names for Few-Shot Classification with Vision-Language Models	Taihong Xiao, Zirui Wang, Liangliang Cao	2022	arxiv 2211.16594
RaViTT: Random Vision Transformer Tokens	Felipe A. Quezada, Carlos F. Navarro, Cristian Muñoz	2023	arxiv 2306.10959
CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Chest X-Ray Classification	Dongkyun Kim	2023	arxiv 2308.03968
ZiCo-BC: A Bias Corrected Zero-Shot NAS for Vision Tasks	Kartikeya Bhardwaj, Hsin-Pai Cheng, Sweta Priyadarshi	2023	arxiv 2309.14666
Semantically-Prompted Language Models Improve Visual Descriptions	Michael Ogezi, Bradley Hauer, Grzegorz Kondrak	2023	arxiv 2306.06077
Application of the Neural Network Dependability Kit in Real-World Environments	Amit Sahu, Noelia Vállez, Rosana Rodríguez-Bobada	2020	arxiv 2012.09602
Robust Domain-Free Domain Generalization with Class-aware Alignment	Wenyu Zhang, Mohamed Ragab, Ramon Sagarna	2021	arxiv 2102.08897
Going deeper with Image Transformers	Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles	2021	arxiv 2103.17239
Selective Replay Enhances Learning in Online Continual Analogical Reasoning	Tyler L. Hayes, Christopher Kanan	2021	arxiv 2103.03987

Search results