Privacy-Preserving Visual Localization

년도	발표학회	제목	Summary	실습
2021	CVPR	How_Privacy-Preserving_Are_Line_Clouds_Recovering_Scene_Details_From_3D	Link

3D Vision

년도	발표학회	제목	Summary	실습
2009	ICRA	Fast Point Feature Histograms(FPFH) for 3D Registraion
2017	CVPR	3DMatch: Learning Local Geometric Descriptors from RGB-D Reconstructions
2020	ECCV	DeepSFM: Structure from Motion via Deep Bundle Adjustement
2022	CVPR	DeepSFM: Structure from Motion via Deep Bundle Adjustement

SLAM

년도	발표학회	제목	Summary	실습
2007	T-RO	Improved Techniques for Grid Mapping with Rao-Blackwellized Particle Filters	Link	Link

Adversarial Attacks

년도	발표학회	제목	Summary	실습
2013	arXiv	Intriguing properties of neural networks
2014	arXiv	Explaining and Harnessing Adversarial Examples (FGSM)
2016	CVPR	DeepFool: a simple and accurate method to fool deep neural networks	Link
2017	CVPR	Universal Adversarial Perturbation	Link
2018	ACM	Practical black-box attacks against machine learning
2018	ICLR	DECISION-BASED ADVERSARIAL ATTACKS :RELIABLE ATTACKS AGAINST BLACK-BOX MACHINE LEARNING MODELS	Link
2018	ICCV	Generative Adversarial Perturbation	Link	Github
2018	ICCV	NAG: Network for Adversary Generation
2019	CVPR	Generating 3D Adversarial Ponts
2021	CVPR	Natural Adversarial Examples	Link	Github

Generative Adversarial Networks

년도	발표학회	제목	Summary	실습
2014	NIPs	Generative Adversarial Nets	Link	Github
2014	arXiv	Conditional Generative Adversarial Nets (CGAN)	Link	Github
2016	ICLR	Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks (DCGAN)	Link	Github
2017	CVPR	Image-to-Image Translation with Conditional Adversarial Networks (Pix2Pix)	Link	Github
2017	ICCV	Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks (CycleGAN)	Link	Github

EEG Classification using DNNs

년도	발표학회	제목	Summary	실습
2018	IOP(JNE)	A Compact Convolutional Neural Network for EEG-based Brain-Computer Interfaces
2018	Human brain mapping	Deep Learning With Convolutional Neural Networks for EEG Decoding and Visualization
2021	Sensors	Spatio-Temporal Representation of an Electoencephalogram for Emotion Recognition Using a Three-Dimensional Convolutional Neural Network
2021	IOP(JNE)	Universal adversarial perturbations for CNN classifiers in EEG-based BCIs	Link

Style Transfer

년도	발표학회	제목	Summary	실습

ML&DL Core

년도	발표학회	제목	Summary	실습
2021	CVPR	RepVGG: Making VGG-style ConvNets Great Again	Link	Github
2021	CVPR	Meta Pseudo Label