Research

Papers for “imagenet”

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

Title	Authors	Year	Source
Neural Collapse by Design: Learning Class Prototypes on the Hypersphere	Panagiotis Koromilas, Theodoros Giannakopoulos, Mihalis A. Nicolaou	2026	arxiv 2605.20302
Generate in Reconstruction Space, Match in Semantic Space: Transport Geometry for One-Step Generation	Hugues Van Assel, Edward De Brouwer, Saeed Saremi	2026	arxiv 2606.00514
SAFA-SNN: Sparsity-Aware On-Device Few-Shot Class-Incremental Learning with Fast-Adaptive Structure of Spiking Neural Network	Huijing Zhang, Muyang Cao, Linshan Jiang	2025	arxiv 2510.03648
Consistent Evidence, Robust Recognition: Faithful Attribution Regularization under Geometric Transformations	Xianghao Jiao, Ruoyu Chen, Wei Wang	2026	arxiv 2607.23835
Discriminative and Consistent Representation Distillation	Nikos Giakoumoglou, Tania Stathaki	2024	arxiv 2407.11802
Differentiable Neural Architecture Transformation for Reproducible Architecture Improvement	Do-Guk Kim, Heung-Chang Lee	2020	arxiv 2006.08231
Diverse Image Generation via Self-Conditioned GANs	Steven Liu, Tongzhou Wang, David Bau	2020	arxiv 2006.10728
Vision Transformer: Vit and its Derivatives	Zujun Fu	2022	arxiv 2205.11239
What Affects Learned Equivariance in Deep Image Recognition Models?	Robert-Jan Bruintjes, Tomasz Motyka, Jan van Gemert	2023	arxiv 2304.02628
BRIEF: Backward Reduction of CNNs with Information Flow Analysis	Yu-Hsun Lin, Chun-Nan Chou, Edward Y. Chang	2018	arxiv 1807.05726
WaveletNet: Logarithmic Scale Efficient Convolutional Neural Networks for Edge Devices	Li Jing, Rumen Dangovski, Marin Soljacic	2018	arxiv 1811.11644
ADef: an Iterative Algorithm to Construct Adversarial Deformations	Rima Alaifari, Giovanni S. Alberti, Tandri Gauksson	2018	arxiv 1804.07729
Equi-normalization of Neural Networks	Pierre Stock, Benjamin Graham, Rémi Gribonval	2019	arxiv 1902.10416
Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning	Ruqi Zhang, Chunyuan Li, Jianyi Zhang	2019	arxiv 1902.03932
Towards Data-Driven Automatic Video Editing	Sergey Podlesnyy	2019	arxiv 1907.07345
XRAI: Better Attributions Through Regions	Andrei Kapishnikov, Tolga Bolukbasi, Fernanda Viégas	2019	arxiv 1906.02825
Dynamic Mode Decomposition based feature for Image Classification	Rahul-Vigneswaran K, Sachin-Kumar S, Neethu Mohan	2019	arxiv 1910.03188
cFineGAN: Unsupervised multi-conditional fine-grained image generation	Gunjan Aggarwal, Abhishek Sinha	2019	arxiv 1912.05028
Zebra: Memory Bandwidth Reduction for CNN Accelerators With Zero Block Regularization of Activation Maps	Hsu-Tung Shih, Tian-Sheuan Chang	2022	arxiv 2205.00779
Detec\c{c}\~ao da Psor\'iase Utilizando Vis\~ao Computacional: Uma Abordagem Comparativa Entre CNNs e Vision Transformers	Natanael Lucena, Fábio S. da Silva, Ricardo Rios	2025	arxiv 2506.10119

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