Research

Papers for “imagenet”

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

Title	Authors	Year	Source
Proxyless Neural Architecture Adaptation for Supervised Learning and Self-Supervised Learning	Do-Guk Kim, Heung-Chang Lee	2022	arxiv 2205.07168
CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning	Yue Fan, Dengxin Dai, Anna Kukleva	2021	arxiv 2112.04564
A Meta-Analysis of Distributionally-Robust Models	Benjamin Feuer, Ameya Joshi, Chinmay Hegde	2022	arxiv 2206.07565
One-shot Network Pruning at Initialization with Discriminative Image Patches	Yinan Yang, Yu Wang, Ying Ji	2022	arxiv 2209.05683
Simplicial Embeddings in Self-Supervised Learning and Downstream Classification	Samuel Lavoie, Christos Tsirigotis, Max Schwarzer	2022	arxiv 2204.00616
Expert Race: A Flexible Routing Strategy for Scaling Diffusion Transformer with Mixture of Experts	Yike Yuan, Ziyu Wang, Zihao Huang	2025	arxiv 2503.16057
Cluster and Predict Latent Patches for Improved Masked Image Modeling	Timothée Darcet, Federico Baldassarre, Maxime Oquab	2025	arxiv 2502.08769
Adaptive Diffusion Denoised Smoothing : Certified Robustness via Randomized Smoothing with Differentially Private Guided Denoising Diffusion	Frederick Shpilevskiy, Saiyue Lyu, Krishnamurthy Dj Dvijotham	2025	arxiv 2507.08163
AR-LIF: Adaptive reset leaky integrate-and-fire neuron for spiking neural networks	Zeyu Huang, Wei Meng, Quan Liu	2025	arxiv 2507.20746
MolPILE -- large-scale, diverse dataset for molecular representation learning	Jakub Adamczyk, Jakub Poziemski, Franciszek Job	2025	arxiv 2509.18353
Are We Ready for Out-of-Distribution Detection in Digital Pathology?	Ji-Hun Oh, Kianoush Falahkheirkhah, Rohit Bhargava	2024	arxiv 2407.13708
Tensor Yard: One-Shot Algorithm of Hardware-Friendly Tensor-Train Decomposition for Convolutional Neural Networks	Anuar Taskynov, Vladimir Korviakov, Ivan Mazurenko	2021	arxiv 2108.04029
Analyze and Design Network Architectures by Recursion Formulas	Yilin Liao, Hao Wang, Zhaoran Liu	2021	arxiv 2108.08689
Global Attention Mechanism: Retain Information to Enhance Channel-Spatial Interactions	Yichao Liu, Zongru Shao, Nico Hoffmann	2021	arxiv 2112.05561
Controlling the image generation process with parametric activation functions	Ilia Pavlov	2025	arxiv 2510.15778
Ensemble of Pathology Foundation Models for MIDOG 2025 Track 2: Atypical Mitosis Classification	Mieko Ochi, Bae Yuan	2025	arxiv 2509.02591
A data-centric approach to class-specific bias in image data augmentation	Athanasios Angelakis, Andrey Rass	2024	arxiv 2403.04120
Bridging the Gaps Between Residual Learning, Recurrent Neural Networks and Visual Cortex	Qianli Liao, Tomaso Poggio	2016	arxiv 1604.03640
Meta Pseudo Labels	Hieu Pham, Zihang Dai, Qizhe Xie	2020	arxiv 2003.10580
ECOVNet: An Ensemble of Deep Convolutional Neural Networks Based on EfficientNet to Detect COVID-19 From Chest X-rays	Nihad Karim Chowdhury, Muhammad Ashad Kabir, Md. Muhtadir Rahman	2020	arxiv 2009.11850

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