Research

Papers for “image classification”

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

Title	Authors	Year	Source
Do Deep Networks Transfer Invariances Across Classes?	Allan Zhou, Fahim Tajwar, Alexander Robey	2022	arxiv 2203.09739
LIMEADE: From AI Explanations to Advice Taking	Benjamin Charles Germain Lee, Doug Downey, Kyle Lo	2020	arxiv 2003.04315
STREAMLINE: Streaming Active Learning for Realistic Multi-Distributional Settings	Nathan Beck, Suraj Kothawade, Pradeep Shenoy	2023	arxiv 2305.10643
Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation	Rakshith Shetty, Bernt Schiele, Mario Fritz	2018	arxiv 1812.06707
Do Better ImageNet Models Transfer Better?	Simon Kornblith, Jonathon Shlens, Quoc V. Le	2018	arxiv 1805.08974
Parallax: Sparsity-aware Data Parallel Training of Deep Neural Networks	Soojeong Kim, Gyeong-In Yu, Hojin Park	2018	arxiv 1808.02621
Manifold-based Test Generation for Image Classifiers	Taejoon Byun, Abhishek Vijayakumar, Sanjai Rayadurgam	2020	arxiv 2002.06337
Identification and Recognition of Rice Diseases and Pests Using Convolutional Neural Networks	Chowdhury Rafeed Rahman, Preetom Saha Arko, Mohammed Eunus Ali	2018	arxiv 1812.01043
Semantics Preserving Hierarchy based Retrieval of Indian heritage monuments	Ronak Gupta, Prerana Mukherjee, Brejesh Lall	2020	arxiv 2008.12832
Evolving Character-Level DenseNet Architectures using Genetic Programming	Trevor Londt, Xiaoying Gao, Peter Andreae	2020	arxiv 2012.02327
Quantum Tensor Network in Machine Learning: An Application to Tiny Object Classification	Fanjie Kong, Xiao-yang Liu, Ricardo Henao	2021	arxiv 2101.03154
A Hierarchical Grocery Store Image Dataset with Visual and Semantic Labels	Marcus Klasson, Cheng Zhang, Hedvig Kjellström	2019	arxiv 1901.00711
This Looks Like That: Deep Learning for Interpretable Image Recognition	Chaofan Chen, Oscar Li, Chaofan Tao	2018	arxiv 1806.10574
Learning Hyperspectral Feature Extraction and Classification with ResNeXt Network	Divinah Nyasaka, Jing Wang, Haron Tinega	2020	arxiv 2002.02585
Knowledge Mining with Scene Text for Fine-Grained Recognition	Hao Wang, Junchao Liao, Tianheng Cheng	2022	arxiv 2203.14215
FlowNAS: Neural Architecture Search for Optical Flow Estimation	Zhiwei Lin, Tingting Liang, Taihong Xiao	2022	arxiv 2207.01271
Work In Progress: Safety and Robustness Verification of Autoencoder-Based Regression Models using the NNV Tool	Neelanjana Pal, Taylor T Johnson	2022	arxiv 2207.06759
Just Rotate it: Deploying Backdoor Attacks via Rotation Transformation	Tong Wu, Tianhao Wang, Vikash Sehwag	2022	arxiv 2207.10825
Unlabeled Data Improves Fine-Grained Image Zero-shot Classification with Multimodal LLMs	Yunqi Hong, Sohyun An, Andrew Bai	2025	arxiv 2506.03195
Transferring Styles for Reduced Texture Bias and Improved Robustness in Semantic Segmentation Networks	Ben Hamscher, Edgar Heinert, Annika Mütze	2025	arxiv 2507.10239

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