Research

Papers for “image classification”

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

Title	Authors	Year	Source
Heterogeneous Federated Learning Using Knowledge Codistillation	Jared Lichtarge, Ehsan Amid, Shankar Kumar	2023	arxiv 2310.02549
HAct: Out-of-Distribution Detection with Neural Net Activation Histograms	Sudeepta Mondal, Ganesh Sundaramoorthi	2023	arxiv 2309.04837
Doubly Robust Self-Training	Banghua Zhu, Mingyu Ding, Philip Jacobson	2023	arxiv 2306.00265
Designing Robust Transformers using Robust Kernel Density Estimation	Xing Han, Tongzheng Ren, Tan Minh Nguyen	2022	arxiv 2210.05794
Hierarchically Gated Recurrent Neural Network for Sequence Modeling	Zhen Qin, Songlin Yang, Yiran Zhong	2023	arxiv 2311.04823
Acoustic Signal Analysis with Deep Neural Network for Detecting Fault Diagnosis in Industrial Machines	Mustafa Yurdakul, Sakir Tasdemir	2023	arxiv 2312.01062
Decentralized Asynchronous Non-convex Stochastic Optimization on Directed Graphs	Vyacheslav Kungurtsev, Mahdi Morafah, Tara Javidi	2021	arxiv 2110.10406
A Particle-based Sparse Gaussian Process Optimizer	Chandrajit Bajaj, Omatharv Bharat Vaidya, Yi Wang	2022	arxiv 2211.14517
Generalized Adaptive Dictionary Learning via Domain Shift Minimization	Varun Panaganti	2014	arxiv 1411.0022
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification	Kaiming He, Xiangyu Zhang, Shaoqing Ren	2015	arxiv 1502.01852
Deep Spatial Pyramid: The Devil is Once Again in the Details	Bin-Bin Gao, Xiu-Shen Wei, Jianxin Wu	2015	arxiv 1504.05277
What Can I Do Around Here? Deep Functional Scene Understanding for Cognitive Robots	Chengxi Ye, Yezhou Yang, Cornelia Fermuller	2016	arxiv 1602.00032
Compact Bilinear Pooling	Yang Gao, Oscar Beijbom, Ning Zhang	2015	arxiv 1511.06062
Deep Learning Representation using Autoencoder for 3D Shape Retrieval	Zhuotun Zhu, Xinggang Wang, Song Bai	2014	arxiv 1409.7164
Multi-scale recognition with DAG-CNNs	Songfan Yang, Deva Ramanan	2015	arxiv 1505.05232
Auxiliary Image Regularization for Deep CNNs with Noisy Labels	Samaneh Azadi, Jiashi Feng, Stefanie Jegelka	2015	arxiv 1511.07069
Mitochondria-based Renal Cell Carcinoma Subtyping: Learning from Deep vs. Flat Feature Representations	Peter J. Schüffler, Judy Sarungbam, Hassan Muhammad	2016	arxiv 1608.00842
Sympathy for the Details: Dense Trajectories and Hybrid Classification Architectures for Action Recognition	César Roberto de Souza, Adrien Gaidon, Eleonora Vig	2016	arxiv 1608.07138
Spatio-Temporal Attention Models for Grounded Video Captioning	Mihai Zanfir, Elisabeta Marinoiu, Cristian Sminchisescu	2016	arxiv 1610.04997
Optimization on Submanifolds of Convolution Kernels in CNNs	Mete Ozay, Takayuki Okatani	2016	arxiv 1610.07008

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