Research

Papers for “image classification”

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

Title	Authors	Year	Source
SODAWideNet++: Combining Attention and Convolutions for Salient Object Detection	Rohit Venkata Sai Dulam, Chandra Kambhamettu	2024	arxiv 2408.16645
Sensory robustness through top-down feedback and neural stochasticity in recurrent vision models	Antonino Greco, Marco D'Alessandro, Karl J. Friston	2025	arxiv 2508.07115
Clean-image Backdoor Attacks	Dazhong Rong, Guoyao Yu, Shuheng Shen	2024	arxiv 2403.15010
HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers	Mingyu Ding, Xiaochen Lian, Linjie Yang	2021	arxiv 2106.06560
Homogeneous Learning: Self-Attention Decentralized Deep Learning	Yuwei Sun, Hideya Ochiai	2021	arxiv 2110.05290
Safety Verification of Deep Neural Networks	Xiaowei Huang, Marta Kwiatkowska, Sen Wang	2016	arxiv 1610.06940
Exploring the Transferability of a Foundation Model for Fundus Images: Application to Hypertensive Retinopathy	Julio Silva-Rodriguez, Jihed Chelbi, Waziha Kabir	2024	arxiv 2401.15526
PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration	Yuxuan Sun, Yunlong Zhang, Yixuan Si	2024	arxiv 2407.00203
Unified Framework for Histopathology Image Augmentation and Classification via Generative Models	Meng Li, Chaoyi Li, Can Peng	2022	arxiv 2212.09977
Guarantees of confidentiality via Hammersley-Chapman-Robbins bounds	Kamalika Chaudhuri, Chuan Guo, Laurens van der Maaten	2024	arxiv 2404.02866
Augmented Conditioning Is Enough For Effective Training Image Generation	Jiahui Chen, Amy Zhang, Adriana Romero-Soriano	2025	arxiv 2502.04475
Fall Leaf Adversarial Attack on Traffic Sign Classification	Anthony Etim, Jakub Szefer	2024	arxiv 2411.18776
Embedded Visual Prompt Tuning	Wenqiang Zu, Shenghao Xie, Qing Zhao	2024	arxiv 2407.01003
Multi-aspect Knowledge Distillation with Large Language Model	Taegyeong Lee, Jinsik Bang, Soyeong Kwon	2025	arxiv 2501.13341
TLAC: Two-stage LMM Augmented CLIP for Zero-Shot Classification	Ans Munir, Faisal Z. Qureshi, Muhammad Haris Khan	2025	arxiv 2503.12206
Adversarial AutoMixup	Huafeng Qin, Xin Jin, Yun Jiang	2023	arxiv 2312.11954
Federated Adaptive Prompt Tuning for Multi-Domain Collaborative Learning	Shangchao Su, Mingzhao Yang, Bin Li	2022	arxiv 2211.07864
Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study	Gregory Holste, Song Wang, Ziyu Jiang	2022	arxiv 2208.13365
ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning	Yi Rong, Xiongbo Lu, Zhaoyang Sun	2023	arxiv 2304.13287
Integrated Image and Location Analysis for Wound Classification: A Deep Learning Approach	Yash Patel, Tirth Shah, Mrinal Kanti Dhar	2023	arxiv 2308.11877

Search results