Research

Papers for “image classification”

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

Title	Authors	Year	Source
CARPRT: Class-Aware Zero-Shot Prompt Reweighting for Black-Box Vision-Language Models	Ruijiang Dong, Zesheng Ye, Jianzhong Qi	2026	arxiv 2607.14125
Inducing Functions through Reinforcement Learning without Task Specification	Junmo Cho, Dong-Hwan Lee, Young-Gyu Yoon	2021	arxiv 2111.11647
Scaling Up Influence Functions	Andrea Schioppa, Polina Zablotskaia, David Vilar	2021	arxiv 2112.03052
Evaluating a Synthetic Image Dataset Generated with Stable Diffusion	Andreas Stöckl	2022	arxiv 2211.01777
Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated Conditioning	Dayuan Jian, Mohammad Rostami	2023	arxiv 2303.12424
RE-Tagger: A light-weight Real-Estate Image Classifier	Prateek Chhikara, Anil Goyal, Chirag Sharma	2022	arxiv 2207.05696
Calibrating Deep Convolutional Gaussian Processes	Gia-Lac Tran, Edwin V. Bonilla, John P. Cunningham	2018	arxiv 1805.10522
Text Classification using Capsules	Jaeyoung Kim, Sion Jang, Sungchul Choi	2018	arxiv 1808.03976
Deep Learning Solutions for TanDEM-X-based Forest Classification	Antonio Mazza, Francescopaolo Sica	2019	arxiv 1902.00274
Adversarial Augmentation for Enhancing Classification of Mammography Images	Lukas Jendele, Ondrej Skopek, Anton S. Becker	2019	arxiv 1902.07762
CELNet: Evidence Localization for Pathology Images using Weakly Supervised Learning	Yongxiang Huang, Albert C. S. Chung	2019	arxiv 1909.07097
MixModule: Mixed CNN Kernel Module for Medical Image Segmentation	Henry H. Yu, Xue Feng, Hao Sun	2019	arxiv 1910.08728
Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches	Kalun Ho, Janis Keuper, Franz-Josef Pfreundt	2020	arxiv 2007.03123
Towards Robust Deep Learning with Ensemble Networks and Noisy Layers	Yuting Liang, Reza Samavi	2020	arxiv 2007.01507
Deep Features Analysis with Attention Networks	Shipeng Xie, Da Chen, Rong Zhang	2019	arxiv 1901.10042
Riemannian joint dimensionality reduction and dictionary learning on symmetric positive definite manifold	Hiroyuki Kasai, Bamdev Mishra	2019	arxiv 1902.04186
State Classification of Cooking Objects Using a VGG CNN	Kyle Mott	2019	arxiv 1904.12613
Directing DNNs Attention for Facial Attribution Classification using Gradient-weighted Class Activation Mapping	Xi Yang, Bojian Wu, Issei Sato	2019	arxiv 1905.00593
SuperCaptioning: Image Captioning Using Two-dimensional Word Embedding	Baohua Sun, Lin Yang, Michael Lin	2019	arxiv 1905.10515
Bayesian Nonparametric Federated Learning of Neural Networks	Mikhail Yurochkin, Mayank Agarwal, Soumya Ghosh	2019	arxiv 1905.12022

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