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Research

Papers for “image classification”

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

TitleAuthorsYearSource
Deep Neural Networks and PIDE discretizationsBastian Bohn, Michael Griebel, Dinesh Kannan2021arxiv 2108.02430
MiNet: A Convolutional Neural Network for Identifying and Categorising MineralsEmmanuel Asiedu Brempong, Millicent Agangiba, Daniel Aikins2021arxiv 2111.11260
Distributionally Robust Group Backwards CompatibilityMartin Bertran, Natalia Martinez, Alex Oesterling2021arxiv 2112.10290
Statistical Guarantees for the Robustness of Bayesian Neural NetworksLuca Cardelli, Marta Kwiatkowska, Luca Laurenti2019arxiv 1903.01980
Superkernel Neural Architecture Search for Image DenoisingMarcin Mo\.zejko, Tomasz Latkowski, \Lukasz Treszczotko2020arxiv 2004.08870
Learning Symmetrization for Equivariance with Orbit Distance MinimizationTien Dat Nguyen, Jinwoo Kim, Hongseok Yang2023arxiv 2311.07143
Kolmogorov-Arnold Network AutoencodersMohammadamin Moradi, Shirin Panahi, Erik Bollt2024arxiv 2410.02077
Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer VisionYueyang Cang, Yu hang liu, Li Shi2024arxiv 2411.06727
Distributed Black-box Attack: Do Not Overestimate Black-box AttacksHan Wu, Sareh Rowlands, Johan Wahlstrom2022arxiv 2210.16371
A Novel Computing Paradigm for MobileNetV3 using MemristorJiale Li, Zhihang Liu, Sean Longyu Ma2024arxiv 2402.10512
GradPCA: Leveraging NTK Alignment for Reliable Out-of-Distribution DetectionMariia Seleznova, Hung-Hsu Chou, Claudio Mayrink Verdun2025arxiv 2505.16017
Revisiting the Role of Label Smoothing in Enhanced Text Sentiment ClassificationYijie Gao, Shijing Si, Hua Luo2023arxiv 2312.06522
Pseudo-label Learning with Calibrated Confidence Using an Energy-based ModelMasahito Toba, Seiichi Uchida, Hideaki Hayashi2024arxiv 2404.09585
DCNN: Dual Cross-current Neural Networks Realized Using An Interactive Deep Learning Discriminator for Fine-grained ObjectsDa Fu, Mingfei Rong, Eun-Hu Kim2024arxiv 2405.04093
Task agnostic continual learning with Pairwise layer architectureSanttu Keskinen2024arxiv 2405.13632
Segformer++: Efficient Token-Merging Strategies for High-Resolution Semantic SegmentationDaniel Kienzle, Marco Kantonis, Robin Schön2024arxiv 2405.14467
Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin DynamicsHaoyang Zheng, Hengrong Du, Qi Feng2024arxiv 2405.07839
Visual Car Brand Classification by Implementing a Synthetic Image Dataset Creation PipelineJan Lippemeier, Stefanie Hittmeyer, Oliver Niehörster2024arxiv 2406.01071
Teacher Network Calibration Improves Cross-Quality Knowledge DistillationPia Čuk, Robin Senge, Mikko Lauri2023arxiv 2304.07593
ODSmoothGrad: Generating Saliency Maps for Object DetectorsChul Gwon, Steven C. Howell2023arxiv 2304.07609