Research

Papers for “image classification”

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

Title	Authors	Year	Source
On Expert Estimation in Hierarchical Mixture of Experts: Beyond Softmax Gating Functions	Huy Nguyen, Xing Han, Carl Harris	2024	arxiv 2410.02935
Just Leaf It: Accelerating Diffusion Classifiers with Hierarchical Class Pruning	Arundhati S. Shanbhag, Brian B. Moser, Tobias C. Nauen	2024	arxiv 2411.12073
Diffusion models applied to skin and oral cancer classification	José J. M. Uliana, Renato A. Krohling	2025	arxiv 2504.00026
Secure Diagnostics: Adversarial Robustness Meets Clinical Interpretability	Mohammad Hossein Najafi, Mohammad Morsali, Mohammadreza Pashanejad	2025	arxiv 2504.05483
PCM-SAR: Physics-Driven Contrastive Mutual Learning for SAR Classification	Pengfei Wang, Hao Zheng, Zhigang Hu	2025	arxiv 2504.09502
Interpretable Failure Detection with Human-Level Concepts	Kien X. Nguyen, Tang Li, Xi Peng	2025	arxiv 2502.05275
Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models	Junjie Yang, Junhao Song, Xudong Han	2025	arxiv 2504.13825
Adaptive Gradient Clipping for Robust Federated Learning	Youssef Allouah, Rachid Guerraoui, Nirupam Gupta	2024	arxiv 2405.14432
Federated Active Learning (F-AL): an Efficient Annotation Strategy for Federated Learning	Jin-Hyun Ahn, Kyungsang Kim, Jeongwan Koh	2022	arxiv 2202.00195
LayoutLLM: Large Language Model Instruction Tuning for Visually Rich Document Understanding	Masato Fujitake	2024	arxiv 2403.14252
Coreset Selection for Object Detection	Hojun Lee, Suyoung Kim, Junhoo Lee	2024	arxiv 2404.09161
Visual Concept Connectome (VCC): Open World Concept Discovery and their Interlayer Connections in Deep Models	Matthew Kowal, Richard P. Wildes, Konstantinos G. Derpanis	2024	arxiv 2404.02233
Sound Randomized Smoothing in Floating-Point Arithmetics	Václav Voráček, Matthias Hein	2022	arxiv 2207.07209
Equivariance with Learned Canonicalization Functions	Sékou-Oumar Kaba, Arnab Kumar Mondal, Yan Zhang	2022	arxiv 2211.06489
ECO: Ensembling Context Optimization for Vision-Language Models	Lorenzo Agnolucci, Alberto Baldrati, Francesco Todino	2023	arxiv 2307.14063
Higher Chest X-ray Resolution Improves Classification Performance	Alessandro Wollek, Sardi Hyska, Bastian Sabel	2023	arxiv 2306.06051
Feature Embedding by Template Matching as a ResNet Block	Ada Gorgun, Yeti Z. Gurbuz, A. Aydin Alatan	2022	arxiv 2210.00992
Partition-and-Debias: Agnostic Biases Mitigation via A Mixture of Biases-Specific Experts	Jiaxuan Li, Duc Minh Vo, Hideki Nakayama	2023	arxiv 2308.10005
Bayesian Optimization Meets Self-Distillation	HyunJae Lee, Heon Song, Hyeonsoo Lee	2023	arxiv 2304.12666
TensorProjection Layer: A Tensor-Based Dimension Reduction Method in Deep Neural Networks	Toshinari Morimoto, Su-Yun Huang	2020	arxiv 2004.04454

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