Research

Papers for “image classification”

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

Title	Authors	Year	Source
RepAct: The Re-parameterizable Adaptive Activation Function	Xian Wu, Qingchuan Tao, Shuang Wang	2024	arxiv 2407.00131
LiteGPT: Large Vision-Language Model for Joint Chest X-ray Localization and Classification Task	Khai Le-Duc, Ryan Zhang, Ngoc Son Nguyen	2024	arxiv 2407.12064
PRECISe : Prototype-Reservation for Explainable Classification under Imbalanced and Scarce-Data Settings	Vaibhav Ganatra, Drishti Goel	2024	arxiv 2408.05754
Uncertainty Quantification using Variational Inference for Biomedical Image Segmentation	Abhinav Sagar	2020	arxiv 2008.07588
Image Retrieval based on Bag-of-Words model	Jialu Liu	2013	arxiv 1304.5168
Detection of Plant Leaf Disease Directly in the JPEG Compressed Domain using Transfer Learning Technique	Atul Sharma, Bulla Rajesh, Mohammed Javed	2021	arxiv 2107.04813
Spectral Tensor Train Parameterization of Deep Learning Layers	Anton Obukhov, Maxim Rakhuba, Alexander Liniger	2021	arxiv 2103.04217
Teacher's pet: understanding and mitigating biases in distillation	Michal Lukasik, Srinadh Bhojanapalli, Aditya Krishna Menon	2021	arxiv 2106.10494
Protecting Semantic Segmentation Models by Using Block-wise Image Encryption with Secret Key from Unauthorized Access	Hiroki Ito, MaungMaung AprilPyone, Hitoshi Kiya	2021	arxiv 2107.09362
United We Learn Better: Harvesting Learning Improvements From Class Hierarchies Across Tasks	Sindi Shkodrani, Yu Wang, Marco Manfredi	2021	arxiv 2107.13627
On the Variance of the Adaptive Learning Rate and Beyond	Liyuan Liu, Haoming Jiang, Pengcheng He	2019	arxiv 1908.03265
MLP Singer: Towards Rapid Parallel Korean Singing Voice Synthesis	Jaesung Tae, Hyeongju Kim, Younggun Lee	2021	arxiv 2106.07886
MED-TEX: Transferring and Explaining Knowledge with Less Data from Pretrained Medical Imaging Models	Thanh Nguyen-Duc, He Zhao, Jianfei Cai	2020	arxiv 2008.02593
Knowledge Distillation Detection for Open-weights Models	Qin Shi, Amber Yijia Zheng, Qifan Song	2025	arxiv 2510.02302
Layer-Aware Influence for Online Data Valuation Estimation	Ziao Yang, Longbo Huang, Hongfu Liu	2025	arxiv 2510.16007
Lipschitz Bounded Equilibrium Networks	Max Revay, Ruigang Wang, Ian R. Manchester	2020	arxiv 2010.01732
The Weighting Game: Evaluating Quality of Explainability Methods	Lassi Raatikainen, Esa Rahtu	2022	arxiv 2208.06175
Promoting Shape Bias in CNNs: Frequency-Based and Contrastive Regularization for Corruption Robustness	Robin Narsingh Ranabhat, Longwei Wang, Amit Kumar Patel	2025	arxiv 2509.11355
Hierarchical Deep Fusion Framework for Multi-dimensional Facial Forgery Detection -- The 2024 Global Deepfake Image Detection Challenge	Kohou Wang, Huan Hu, Xiang Liu	2025	arxiv 2509.13107
H-SPLID: HSIC-based Saliency Preserving Latent Information Decomposition	Lukas Miklautz, Chengzhi Shi, Andrii Shkabrii	2025	arxiv 2510.20627

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