Research

Papers for “image classification”

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

Title	Authors	Year	Source
VPN: Verification of Poisoning in Neural Networks	Youcheng Sun, Muhammad Usman, Divya Gopinath	2022	arxiv 2205.03894
PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions	Zhaoqi Leng, Mingxing Tan, Chenxi Liu	2022	arxiv 2204.12511
Training Hybrid Neural Networks with Multimode Optical Nonlinearities Using Digital Twins	Ilker Oguz, Louis J. E. Suter, Jih-Liang Hsieh	2025	arxiv 2501.07991
Defining Quantum Neural Networks via Quantum Time Evolution	Aditya Dendukuri, Blake Keeling, Arash Fereidouni	2019	arxiv 1905.10912
Diffusion Visual Counterfactual Explanations	Maximilian Augustin, Valentyn Boreiko, Francesco Croce	2022	arxiv 2210.11841
Neural Networks with Quantization Constraints	Ignacio Hounie, Juan Elenter, Alejandro Ribeiro	2022	arxiv 2210.15623
Regularization-based Pruning of Irrelevant Weights in Deep Neural Architectures	Giovanni Bonetta, Matteo Ribero, Rossella Cancelliere	2022	arxiv 2204.04977
Stateless Neural Meta-Learning using Second-Order Gradients	Mike Huisman, Aske Plaat, Jan N. van Rijn	2021	arxiv 2104.10527
Perturbated Gradients Updating within Unit Space for Deep Learning	Ching-Hsun. Tseng, Liu-Hsueh. Cheng, Shin-Jye. Lee	2021	arxiv 2110.00199
Dual Complementary Dynamic Convolution for Image Recognition	Longbin Yan, Yunxiao Qin, Shumin Liu	2022	arxiv 2211.06163
Understanding and Improving the Role of Projection Head in Self-Supervised Learning	Kartik Gupta, Thalaiyasingam Ajanthan, Anton van den Hengel	2022	arxiv 2212.11491
Backdoor Attack Detection in Computer Vision by Applying Matrix Factorization on the Weights of Deep Networks	Khondoker Murad Hossain, Tim Oates	2022	arxiv 2212.08121
Sparse Mixture Once-for-all Adversarial Training for Efficient In-Situ Trade-Off Between Accuracy and Robustness of DNNs	Souvik Kundu, Sairam Sundaresan, Sharath Nittur Sridhar	2022	arxiv 2302.03523
CMVAE: Causal Meta VAE for Unsupervised Meta-Learning	Guodong Qi, Huimin Yu	2023	arxiv 2302.09731
Can representation learning for multimodal image registration be improved by supervision of intermediate layers?	Elisabeth Wetzer, Joakim Lindblad, Nataša Sladoje	2023	arxiv 2303.00403
Explanations for Automatic Speech Recognition	Xiaoliang Wu, Peter Bell, Ajitha Rajan	2023	arxiv 2302.14062
GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting	Kangyang Luo, Xiang Li, Yunshi Lan	2023	arxiv 2302.14307
Well-classified Examples are Underestimated in Classification with Deep Neural Networks	Guangxiang Zhao, Wenkai Yang, Xuancheng Ren	2021	arxiv 2110.06537
GPT4MIA: Utilizing Generative Pre-trained Transformer (GPT-3) as A Plug-and-Play Transductive Model for Medical Image Analysis	Yizhe Zhang, Danny Z. Chen	2023	arxiv 2302.08722
Prompt Tuning based Adapter for Vision-Language Model Adaption	Jingchen Sun, Jiayu Qin, Zihao Lin	2023	arxiv 2303.15234

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