Research

Papers for “image classification”

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

Title	Authors	Year	Source
Granular Concept Circuits: Toward a Fine-Grained Circuit Discovery for Concept Representations	Dahee Kwon, Sehyun Lee, Jaesik Choi	2025	arxiv 2508.01728
ASMR: Angular Support for Malfunctioning Client Resilience in Federated Learning	Mirko Konstantin, Moritz Fuchs, Anirban Mukhopadhyay	2025	arxiv 2508.02414
EA-KD: Entropy-based Adaptive Knowledge Distillation	Chi-Ping Su, Ching-Hsun Tseng, Bin Pu	2023	arxiv 2311.13621
LaCoOT: Layer Collapse through Optimal Transport	Victor Quétu, Zhu Liao, Nour Hezbri	2024	arxiv 2406.08933
FedS2R: One-Shot Federated Domain Generalization for Synthetic-to-Real Semantic Segmentation in Autonomous Driving	Tao Lian, Jose L. Gómez, Antonio M. López	2025	arxiv 2507.19881
Benchmarking Uncertainty and its Disentanglement in multi-label Chest X-Ray Classification	Simon Baur, Wojciech Samek, Jackie Ma	2025	arxiv 2508.04457
MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection	Yixian Shen, Qi Bi, Jia-Hong Huang	2024	arxiv 2410.09103
Vision encoders should be image size agnostic and task driven	Nedyalko Prisadnikov, Danda Pani Paudel, Yuqian Fu	2025	arxiv 2508.16317
Classification of pediatric pneumonia using chest X-rays by functional regression	Md Nazmul Islam	2020	arxiv 2005.03243
Decoupling Feature Extraction and Classification Layers for Calibrated Neural Networks	Mikkel Jordahn, Pablo M. Olmos	2024	arxiv 2405.01196
Feature-based Federated Transfer Learning: Communication Efficiency, Robustness and Privacy	Feng Wang, M. Cenk Gursoy, Senem Velipasalar	2024	arxiv 2405.09014
Promoting Exploration in Memory-Augmented Adam using Critical Momenta	Pranshu Malviya, Gonçalo Mordido, Aristide Baratin	2023	arxiv 2307.09638
Federated learning compression designed for lightweight communications	Lucas Grativol Ribeiro, Mathieu Leonardon, Guillaume Muller	2023	arxiv 2310.14693
CAM-Based Methods Can See through Walls	Magamed Taimeskhanov, Ronan Sicre, Damien Garreau	2024	arxiv 2404.01964
TCFormer: Visual Recognition via Token Clustering Transformer	Wang Zeng, Sheng Jin, Lumin Xu	2024	arxiv 2407.11321
HiRISE: High-Resolution Image Scaling for Edge ML via In-Sensor Compression and Selective ROI	Brendan Reidy, Sepehr Tabrizchi, Mohamadreza Mohammadi	2024	arxiv 2408.03956
FALIP: Visual Prompt as Foveal Attention Boosts CLIP Zero-Shot Performance	Jiedong Zhuang, Jiaqi Hu, Lianrui Mu	2024	arxiv 2407.05578
Pediatric TSC-Related Epilepsy Classification from Clinical MR Images Using Quantum Neural Network	Ling Lin, Yihang Zhou, Zhanqi Hu	2024	arxiv 2408.12615
Multi-Modal Adapter for Vision-Language Models	Dominykas Seputis, Serghei Mihailov, Soham Chatterjee	2024	arxiv 2409.02958
Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively	Haobo Yuan, Xiangtai Li, Chong Zhou	2024	arxiv 2401.02955

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