Most-Interesting-Deep-Learning-Papers-Compilation

Just some compilation I've made of the papers I found most interesting.

Most of them have been downloaded from https://arxiv.org/.

Although I recommend reading all of them, here are some topics the papers are about:

Face Recognition
Image Enhancement
Person Reidentification
Generative Learning
Object Detection/Segmentation
ect...

Disclaimer

I do not take any credit for those papers. It's just a compilation of public access papers I've found interesting. The corresponding authors should get all the recognition for their work.

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

Repository files navigation

Most-Interesting-Deep-Learning-Papers-Compilation

Disclaimer

About

Releases

Packages

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
A Style-Based Generator Architecture for Generative Adversarial Networks.pdf		A Style-Based Generator Architecture for Generative Adversarial Networks.pdf
Adversarial Latent Autoencoders.pdf		Adversarial Latent Autoencoders.pdf
ArcFace.pdf		ArcFace.pdf
Attention Is All You Need.pdf		Attention Is All You Need.pdf
CSRNet.pdf		CSRNet.pdf
Character-level Convolutional Networks for Text Classification.pdf		Character-level Convolutional Networks for Text Classification.pdf
Chung_A_Two_Stream_ICCV_2017_paper.pdf		Chung_A_Two_Stream_ICCV_2017_paper.pdf
DEEP_LEARNING_BASED_RACING_BIB_NUMBER_DETECTION_AN.pdf		DEEP_LEARNING_BASED_RACING_BIB_NUMBER_DETECTION_AN.pdf
Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic Networks.pdf		Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic Networks.pdf
Deep Learning Face Attributes in the Wild.pdf		Deep Learning Face Attributes in the Wild.pdf
Deep face recognition using imperfect facial data.pdf		Deep face recognition using imperfect facial data.pdf
DeepLPF.pdf		DeepLPF.pdf
Digging Into Self-Supervised Monocular Depth Estimation.pdf		Digging Into Self-Supervised Monocular Depth Estimation.pdf
Diverse Image-to-Image Translation via Disentangled Representations.pdf		Diverse Image-to-Image Translation via Disentangled Representations.pdf
Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration.pdf		Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration.pdf
ESRGAN Enhanced Super Resolution.pdf		ESRGAN Enhanced Super Resolution.pdf
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation.pdf		Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation.pdf
FD-GAN.pdf		FD-GAN.pdf
Foreground-aware Semantic Representations for Image Harmonization.pdf		Foreground-aware Semantic Representations for Image Harmonization.pdf
GaussianFace.pdf		GaussianFace.pdf
Generative Adversarial Text to Image Synthesis.pdf		Generative Adversarial Text to Image Synthesis.pdf
Glow-TTS A Generative Flow for Text-to-Speech via Monotonic Alignment.pdf		Glow-TTS A Generative Flow for Text-to-Speech via Monotonic Alignment.pdf
Grad-CAM Visual Explanations from Deep Networks.pdf		Grad-CAM Visual Explanations from Deep Networks.pdf
HIERARCHICAL MULTI-SCALE ATTENTION FOR SEMANTIC SEGMENTATION.pdf		HIERARCHICAL MULTI-SCALE ATTENTION FOR SEMANTIC SEGMENTATION.pdf
High Resolution Image Inpainting with Iterative.pdf		High Resolution Image Inpainting with Iterative.pdf
Image Style Transfer Using Convolutional Neural Networks.pdf		Image Style Transfer Using Convolutional Neural Networks.pdf
Introduction to Camera Pose Estimation with Deep Learning.pdf		Introduction to Camera Pose Estimation with Deep Learning.pdf
Investigating the correspondence between driver head position and glance location.pdf		Investigating the correspondence between driver head position and glance location.pdf
Learning to Discover Cross-Domain Relations.pdf		Learning to Discover Cross-Domain Relations.pdf
Least Squares Generative Adversarial Networks.pdf		Least Squares Generative Adversarial Networks.pdf
Long-term Recurrent Convolutional Networks for Visual Recognition and Description.pdf		Long-term Recurrent Convolutional Networks for Visual Recognition and Description.pdf
Multi-Dimension Modulation for Image Restoration with Dynamic Controllable Residual Learning.pdf		Multi-Dimension Modulation for Image Restoration with Dynamic Controllable Residual Learning.pdf
Multimodal Classification of Driver Glance.pdf		Multimodal Classification of Driver Glance.pdf
ORB-SLAM2.pdf		ORB-SLAM2.pdf
PIFuHD.pdf		PIFuHD.pdf
Perceptual Losses for Real-Time Style Transfer and Super-Resolution.pdf		Perceptual Losses for Real-Time Style Transfer and Super-Resolution.pdf
Pixel Recurrent Neural Networks.pdf		Pixel Recurrent Neural Networks.pdf
Poly-YOLO.pdf		Poly-YOLO.pdf
PoseNet A Convolutional Network for Real-Time 6-DOF Camera Relocalization.pdf		PoseNet A Convolutional Network for Real-Time 6-DOF Camera Relocalization.pdf
R2CNN.pdf		R2CNN.pdf
RBNR.pdf		RBNR.pdf
README.md		README.md
Re-Identification with Consistent Attentive Siamese Networks.pdf		Re-Identification with Consistent Attentive Siamese Networks.pdf
SIMPLE ONLINE AND REALTIME TRACKING.pdf		SIMPLE ONLINE AND REALTIME TRACKING.pdf
Salient Object Detection A Discriminative Regional Feature Integration Approach.pdf		Salient Object Detection A Discriminative Regional Feature Integration Approach.pdf
SynSin.pdf		SynSin.pdf
Towards Robust Monocular Depth Estimation Mixing Datasets for Zero-shot Cross-dataset Transfer.pdf		Towards Robust Monocular Depth Estimation Mixing Datasets for Zero-shot Cross-dataset Transfer.pdf
U Net Convolutional Networks for Biomedical.pdf		U Net Convolutional Networks for Biomedical.pdf
Unpaired Image-to-Image Translation.pdf		Unpaired Image-to-Image Translation.pdf
Unsupervised Real Image Super-Resolution via Generative Variational AutoEncoder.pdf		Unsupervised Real Image Super-Resolution via Generative Variational AutoEncoder.pdf
Unsupervised Translation of Programming Languages.pdf		Unsupervised Translation of Programming Languages.pdf
Vid2Curve.pdf		Vid2Curve.pdf
Xception Deep Learning with Depthwise Separable Convolutions.pdf		Xception Deep Learning with Depthwise Separable Convolutions.pdf
YOLOv3.pdf		YOLOv3.pdf
You Only Look Once.pdf		You Only Look Once.pdf
facial recognition deep face.pdf		facial recognition deep face.pdf
image enhancer GANs.pdf		image enhancer GANs.pdf

diegobonilla98/Most-Interesting-Deep-Learning-Papers-Compilation

Folders and files

Latest commit

History

Repository files navigation

Most-Interesting-Deep-Learning-Papers-Compilation

Disclaimer

About

Resources

Stars

Watchers

Forks

Releases

Packages 0

Packages