Research

Papers for “image classification”

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

Title	Authors	Year	Source
Diverse Feature Learning by Self-distillation and Reset	Sejik Park	2024	arxiv 2403.19941
AugOp: Inject Transformation into Neural Operator	Longqing Ye	2022	arxiv 2211.12514
Data Augmentation in Training CNNs: Injecting Noise to Images	M. Eren Akbiyik	2023	arxiv 2307.06855
Gradient Scaling on Deep Spiking Neural Networks with Spike-Dependent Local Information	Seongsik Park, Jeonghee Jo, Jongkil Park	2023	arxiv 2308.00558
Neuronal diversity can improve machine learning for physics and beyond	Anshul Choudhary, Anil Radhakrishnan, John F. Lindner	2022	arxiv 2204.04348
A Combinatorial Approach to Neural Emergent Communication	Zheyuan Zhang	2024	arxiv 2410.18806
Till the Layers Collapse: Compressing a Deep Neural Network through the Lenses of Batch Normalization Layers	Zhu Liao, Nour Hezbri, Victor Quétu	2024	arxiv 2412.15077
Cauchy activation function and XNet	Xin Li, Zhihong Xia, Hongkun Zhang	2024	arxiv 2409.19221
Exploring Emerging Trends and Research Opportunities in Visual Place Recognition	Antonios Gasteratos, Konstantinos A. Tsintotas, Tobias Fischer	2024	arxiv 2411.11481
A Novel FPGA-based CNN Hardware Accelerator: Optimization for Convolutional Layers using Karatsuba Ofman Multiplier	Amit Sarkar	2024	arxiv 2412.20393
Clinically-Inspired Hierarchical Multi-Label Classification of Chest X-rays with a Penalty-Based Loss Function	Mehrdad Asadi, Komi Sodoké, Ian J. Gerard	2025	arxiv 2502.03591
LiD-FL: Towards List-Decodable Federated Learning	Hong Liu, Liren Shan, Han Bao	2024	arxiv 2408.04963
A Unified Deep Speaker Embedding Framework for Mixed-Bandwidth Speech Data	Weicheng Cai, Ming Li	2020	arxiv 2012.00486
Difficulty in estimating visual information from randomly sampled images	Masaki Kitayama, Hitoshi Kiya	2020	arxiv 2012.08751
"Weak AI" is Likely to Never Become "Strong AI", So What is its Greatest Value for us?	Bin Liu	2021	arxiv 2103.15294
Object Segmentation Without Labels with Large-Scale Generative Models	Andrey Voynov, Stanislav Morozov, Artem Babenko	2020	arxiv 2006.04988
MetaBalance: High-Performance Neural Networks for Class-Imbalanced Data	Arpit Bansal, Micah Goldblum, Valeriia Cherepanova	2021	arxiv 2106.09643
End-to-End Audio Strikes Back: Boosting Augmentations Towards An Efficient Audio Classification Network	Avi Gazneli, Gadi Zimerman, Tal Ridnik	2022	arxiv 2204.11479
The Computational Limits of Deep Learning	Neil C. Thompson, Kristjan Greenewald, Keeheon Lee	2020	arxiv 2007.05558
Maximal Independent Sets for Pooling in Graph Neural Networks	Stevan Stanovic, Benoit Gaüzère, Luc Brun	2023	arxiv 2307.13011

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