Research

Papers for “imagenet”

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

Title	Authors	Year	Source
FastDINOv2: Frequency Based Curriculum Learning Improves Robustness and Training Speed	Jiaqi Zhang, Juntuo Wang, Zhixin Sun	2025	arxiv 2507.03779
Unsupervised Image Classification with Adaptive Nearest Neighbor Selection and Cluster Ensembles	Melih Baydar, Emre Akbas	2025	arxiv 2511.16213
Learning Scalable Temporal Representations in Spiking Neural Networks Without Labels	Chengwei Zhou, Gourav Datta	2025	arxiv 2511.18542
Next-Embedding Prediction Makes Strong Vision Learners	Sihan Xu, Ziqiao Ma, Wenhao Chai	2025	arxiv 2512.16922
WTHaar-Net: a Hybrid Quantum-Classical Approach	Vittorio Palladino, Tsai Idden, Ahmet Enis Cetin	2026	arxiv 2603.02497
DRUPI: Dataset Reduction Using Privileged Information	Shaobo Wang, Youxin Jiang, Tianle Niu	2024	arxiv 2410.01611
Do VLMs Need Vision Transformers? Evaluating State Space Models as Vision Encoders	Shang-Jui Ray Kuo, Paola Cascante-Bonilla	2026	arxiv 2603.19209
Restoring Neural Network Plasticity for Faster Transfer Learning	Xander Coetzer, Arné Schreuder, Anna Sergeevna Bosman	2026	arxiv 2603.20860
Towards Sequence Modeling Alignment between Tokenizer and Autoregressive Model	Pingyu Wu, Kai Zhu, Yu Liu	2025	arxiv 2506.05289
Can You Learn to See Without Images? Procedural Warm-Up for Vision Transformers	Zachary Shinnick, Liangze Jiang, Hemanth Saratchandran	2025	arxiv 2511.13945
T-VSS: Test-Time Visual Subspace Steering for Adversarial Robustness of Vision-Language Models	Jaehyuk Jang, Minseok Seo. Seungju Cho, Kangwook Ko	2026	arxiv 2606.23132
Scaling Vision-Language Models Is Not Enough to Mitigate Bias	Ioannis Sarridis, Ioannis Kompatsiaris, Symeon Papadopoulos	2026	arxiv 2607.28211
MedNet: Pre-trained Convolutional Neural Network Model for the Medical Imaging Tasks	Laith Alzubaidi, J. Santamaría, Mohamed Manoufali	2021	arxiv 2110.06512
Spikeformer: A Novel Architecture for Training High-Performance Low-Latency Spiking Neural Network	Yudong Li, Yunlin Lei, Xu Yang	2022	arxiv 2211.10686
ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond	Qiming Zhang, Yufei Xu, Jing Zhang	2022	arxiv 2202.10108
CUDA: Convolution-based Unlearnable Datasets	Vinu Sankar Sadasivan, Mahdi Soltanolkotabi, Soheil Feizi	2023	arxiv 2303.04278
A knee cannot have lung disease: out-of-distribution detection with in-distribution voting using the medical example of chest X-ray classification	Alessandro Wollek, Theresa Willem, Michael Ingrisch	2022	arxiv 2208.01077
Learning Transferable Architectures for Scalable Image Recognition	Barret Zoph, Vijay Vasudevan, Jonathon Shlens	2017	arxiv 1707.07012
Multilingual Diversity Improves Vision-Language Representations	Thao Nguyen, Matthew Wallingford, Sebastin Santy	2024	arxiv 2405.16915
WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification	Qiufu Li, Linlin Shen, Sheng Guo	2021	arxiv 2107.13335

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