Research

Papers for “imagenet”

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

Title	Authors	Year	Source
Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning	Shaofeng Zhang, Feng Zhu, Rui Zhao	2023	arxiv 2306.13337
Inter-Instance Similarity Modeling for Contrastive Learning	Chengchao Shen, Dawei Liu, Hao Tang	2023	arxiv 2306.12243
HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness	Mehmet Kerim Yucel, Ramazan Gokberk Cinbis, Pinar Duygulu	2023	arxiv 2307.11823
Hallucination Improves the Performance of Unsupervised Visual Representation Learning	Jing Wu, Jennifer Hobbs, Naira Hovakimyan	2023	arxiv 2307.12168
Non-linear Neurons with Human-like Apical Dendrite Activations	Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae-Catalin Ristea	2020	arxiv 2003.03229
Conditional Mutual Information Constrained Deep Learning for Classification	En-Hui Yang, Shayan Mohajer Hamidi, Linfeng Ye	2023	arxiv 2309.09123
S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning	Weihao Lin, Shengji Tang, Chong Yu	2024	arxiv 2410.07046
Lost in Context: The Influence of Context on Feature Attribution Methods for Object Recognition	Sayanta Adhikari, Rishav Kumar, Konda Reddy Mopuri	2024	arxiv 2411.02833
LayerMix: Enhanced Data Augmentation through Fractal Integration for Robust Deep Learning	Hafiz Mughees Ahmad, Dario Morle, Afshin Rahimi	2025	arxiv 2501.04861
GaussianToken: An Effective Image Tokenizer with 2D Gaussian Splatting	Jiajun Dong, Chengkun Wang, Wenzhao Zheng	2025	arxiv 2501.15619
Scaling White-Box Transformers for Vision	Jinrui Yang, Xianhang Li, Druv Pai	2024	arxiv 2405.20299
Multi-Level Decoupled Relational Distillation for Heterogeneous Architectures	Yaoxin Yang, Peng Ye, Weihao Lin	2025	arxiv 2502.06189
Multi-perspective Contrastive Logit Distillation	Qi Wang, Jinjia Zhou	2024	arxiv 2411.10693
Generalizing Universal Adversarial Attacks Beyond Additive Perturbations	Yanghao Zhang, Wenjie Ruan, Fu Wang	2020	arxiv 2010.07788
RNNP: A Robust Few-Shot Learning Approach	Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri	2020	arxiv 2011.11067
Deep Learning for Automatic Quality Grading of Mangoes: Methods and Insights	Shih-Lun Wu, Hsiao-Yen Tung, Yu-Lun Hsu	2020	arxiv 2011.11378
Self-Supervision Closes the Gap Between Weak and Strong Supervision in Histology	Olivier Dehaene, Axel Camara, Olivier Moindrot	2020	arxiv 2012.03583
Jigsaw Clustering for Unsupervised Visual Representation Learning	Pengguang Chen, Shu Liu, Jiaya Jia	2021	arxiv 2104.00323
Self-Supervised Learning with Swin Transformers	Zhenda Xie, Yutong Lin, Zhuliang Yao	2021	arxiv 2105.04553
BWCP: Probabilistic Learning-to-Prune Channels for ConvNets via Batch Whitening	Wenqi Shao, Hang Yu, Zhaoyang Zhang	2021	arxiv 2105.06423

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