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Research

Papers for “imagenet”

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

TitleAuthorsYearSource
Vehicle Classification under Extreme Imbalance: A Comparative Study of Ensemble Learning and CNNsAbu Hanif Muhammad Syarubany2025arxiv 2509.24880
Equilibrium Matching: Generative Modeling with Implicit Energy-Based ModelsRunqian Wang, Yilun Du2025arxiv 2510.02300
FMDConv: Fast Multi-Attention Dynamic Convolution via Speed-Accuracy Trade-offTianyu Zhang, Fan Wan, Haoran Duan2025arxiv 2503.17530
How Do Training Methods Influence the Utilization of Vision Models?Paul Gavrikov, Shashank Agnihotri, Margret Keuper2024arxiv 2410.14470
MicroViT: A Vision Transformer with Low Complexity Self Attention for Edge DeviceNovendra Setyawan, Chi-Chia Sun, Mao-Hsiu Hsu2025arxiv 2502.05800
Refining Skewed Perceptions in Vision-Language Contrastive Models through Visual RepresentationsHaocheng Dai, Sarang Joshi2024arxiv 2405.14030
Analysing the Robustness of Vision-Language-Models to Common CorruptionsMuhammad Usama, Syeda Aishah Asim, Syed Bilal Ali2025arxiv 2504.13690
Better Membership Inference Privacy Measurement through DiscrepancyRuihan Wu, Pengrun Huang, Kamalika Chaudhuri2024arxiv 2405.15140
CAR-Flow: Condition-Aware Reparameterization Aligns Source and Target for Better Flow MatchingChen Chen, Pengsheng Guo, Liangchen Song2025arxiv 2509.19300
From Logits to Hierarchies: Hierarchical Clustering made SimpleEmanuele Palumbo, Moritz Vandenhirtz, Alain Ryser2024arxiv 2410.07858
SoFlow: Solution Flow Models for One-Step Generative ModelingTianze Luo, Haotian Yuan, Zhuang Liu2025arxiv 2512.15657
Oscillations Make Neural Networks Robust to QuantizationJonathan Wensh\oj, Bob Pepin, Raghavendra Selvan2025arxiv 2502.00490
Entropy-Informed Weighting Channel Normalizing Flow for Deep Generative ModelsWei Chen, Shian Du, Shigui Li2024arxiv 2407.04958
GrowTAS: Progressive Expansion from Small to Large Subnets for Efficient ViT Architecture SearchHyunju Lee, Youngmin Oh, Jeimin Jeon2025arxiv 2512.12296
DGAE: Diffusion-Guided Autoencoder for Efficient Latent Representation LearningDongxu Liu, Jiahui Zhu, Yuang Peng2025arxiv 2506.09644
Better Language Models Exhibit Higher Visual AlignmentJona Ruthardt, Gertjan J. Burghouts, Serge Belongie2024arxiv 2410.07173
STResNet & STYOLO : A New Family of Compact Classification and Object Detection Models for MCUsSudhakar Sah, Ravish Kumar2026arxiv 2601.05364
Layerwise Progressive Freezing Enables STE-Free Training of Deep Binary Neural NetworksEvan Gibson Smith, Bashima Islam2026arxiv 2601.22660
One-step Latent-free Image Generation with Pixel Mean FlowsYiyang Lu, Susie Lu, Qiao Sun2026arxiv 2601.22158
Generalized Regularized Evidential Deep Learning Models: Theory and Comprehensive EvaluationDeep Shankar Pandey, Hyomin Choi, Qi Yu2025arxiv 2512.23753