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2020

Jul 24ShuffleNet VS. MobileNet: idea and code
Jul 23PyTorch Image Segmentation: Deeplab ASPP Module, Non-local Nets
Jul 22Metric of Image Segmentation: Mean IOU(in Numpy)
May 29CVPR 2020: Object Detection(2)
May 28CVPR 2020: Object Detection(1)
May 26CVPR 2020: Self-Supervised Learning

2019

Nov 12Fix "The following signatures couldn't be verified because the public key is not available" for nvidia-docker
Nov 04Print Error Info without Stopping Training
Oct 30ICCV 2019: Image Synthesis(Part 2)
Oct 30ICCV 2019: Image Synthesis(Part 1)
Oct 29ICCV 2019: Face Editing and Manipulation
Oct 28Few-shot Video-to-Video Synthesis
Oct 27Few-Shot Unsupervised Image-to-Image Translation
Oct 26ICCV 2019: Image and Video Inpainting
Oct 24ICCV 2019: Image-to-Image Translation
Oct 23SinGAN: Learning a Generative Model From a Single Natural Image - ICCV 2019 - PyTorch
Oct 22COCO-GAN: Generation by Parts via Conditional Coordinating - Chieh Hubert Lin - ICCV 2019
Oct 21InGAN: Capturing and Remapping the DNA of a Natural Image - Shocher - ICCV 2019
Oct 20Specifying Object Attributes and Relations in Interactive Scene Generation - Ashual - ICCV 2019
Oct 17Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis - NIPS 2019
Oct 16PolarMask: Single Shot Instance Segmentation with Polar Representation
Oct 15CondConv: Conditionally Parameterized Convolutions for Efficient Inference - Brandon Yang - NIPS 2019
Oct 14Selective Kernel Networks - Xiang Li - CVPR 2019
Oct 13Check CUDA, cuDNN, PyTorch Versions
Oct 13Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation
Oct 12Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation - Ghosh - ICCV 2019 - PyTorch
Oct 11Temporal Cycle-Consistency Learning - Dwibedi - CVPR 2019
Oct 10Seeing What a GAN Cannot Generate - Bau - ICCV 2019
Oct 09Unsupervised Domain Adaptation through Self-Supervision - Yu Sun - 2019
Oct 08(DMIT)Multi-mapping Image-to-Image Translation via Learning Disentanglement - Xiaoming Yu - NIPS 2019
Sep 30Test-Time Training for Out-of-Distribution Generalization - Yu Sun - 2019
Sep 29Learning Correspondence from the Cycle-Consistency of Time - Xiaolong Wang - CVPR 2019
Sep 28Deep Flow-Guided Video Inpainting - Rui Xu - CVPR 2019
Sep 27(BiGAN)Adversarial Feature Learning - Donahue - ICLR 2017
Sep 27How DeepFakes FaceSwap Work: Step by Step Explaination with Codes
Sep 26(ALI)Adversarially Learned Inference - Dumoulin - ICLR 2017
Sep 26Common Training Loss Curve of DCGAN and WGAN
Sep 25GANs in PyTorch: DCGAN, cGAN, LSGAN, InfoGAN, WGAN and more
Sep 25StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks - Han Zhang - ICCV 2017
Sep 24Image Transformation with OpenCV and NumPy
Sep 24An Internal Learning Approach to Video Inpainting - Haotian Zhang - ICCV 2019
Sep 24Util Functions for Data Engineering in Computer Vision
Sep 23Image and Video Super-Resolution: SRGAN, ESRGAN and EDVR
Sep 23Zero-Shot Super-Resolution using Deep Internal Learning - Shocher - CVPR 2018
Sep 22Image Inpainting: From PatchMatch to Pluralistic
Sep 22Common Datasets for Image Super-Resolution
Sep 21Assign Ground Truth to Anchors in Object Detection with Python
Sep 21Imbalance Problems in Object Detection: A Review - Oksuz - 2019
Sep 20Focal Loss in Object Detection: PyTorch Implementation(with CUDA)
Sep 20Mocycle-GAN: Unpaired Video-to-Video Translation - Yang Chen - ACM MM 2019
Sep 19Deformable Convolution in Object Detection: PyTorch Implementation(with CUDA)
Sep 19Video Generation from Single Semantic Label Map - Junting Pan - CVPR 2019
Sep 18(Soft)NMS in Object Detection: PyTorch Implementation(with CUDA)
Sep 18U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation - Junho Kim - 2019
Sep 17FPN for Object Detection: PyTorch Implementation
Sep 17Recycle-GAN: Unsupervised Video Retargeting - Bansal - ECCV 2018
Sep 16InstaGAN: Instance-aware Image-to-Image Translation - Sangwoo Mo - ICLR 2019
Sep 16RoIPooling in Object Detection: PyTorch Implementation(with CUDA)
Sep 15GANs for Image Generation: ProGAN, SAGAN, BigGAN, StyleGAN
Sep 14Point-to-Point Video Generation - Tsun-Hsuan Wang - ICCV 2019
Sep 14PyTorch Code for SPADE
Sep 13MoCoGAN: Decomposing Motion and Content for Video Generation - Tulyakov - CVPR 2018
Sep 12CollaGAN : Collaborative GAN for Missing Image Data Imputation - Dongwook Lee - CVPR 2019
Sep 12Generating Bicubic Low Resolution Images with Python and MATLAB
Sep 12PSNR and SSIM Metric: Python Implementation
Sep 11Using Docker Remote Interpreter in PyCharm on Linux
Sep 10DLOW: Domain Flow for Adaptation and Generalization - Rui Gong - CVPR 2019
Sep 10U-GAT-IT: PyTorch Implementation
Sep 10U-GAT-IT: TensorFlow Implementation
Sep 09Bounding Box(BBOX) IOU Calculation and Transformation in PyTorch
Sep 08Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping - Huan Fu - CVPR 2019
Sep 07Object Detection: Anchor Generator in PyTorch
Sep 06PyTorch Code for vid2vid
Sep 05PyTorch Code for BicycleGAN
Sep 05Progressive Pose Attention Transfer for Person Image Generation - Zhen Zhu - CVPR 2019
Sep 05Unsupervised Person Image Generation with Semantic Parsing Transformation - Sijie Song - CVPR 2019
Sep 05PyTorch Code for pix2pixHD
Sep 04THOP: Python Tool for Counting MACs/FLOPs in PyTorch
Sep 02PyTorch Code for CycleGAN
Sep 02argparse-based Python Option Configuration Codebase
Sep 01PyTorch Code for pix2pix
Aug 31Bag of Tricks for Image Classification with Convolutional Neural Networks - He - 2018
Aug 30Split flac files with .cue on Ubuntu with cuetool and shntool
Aug 28TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation - Wayne Wu - CVPR 2019
Aug 27Fix 'Build script returned non-zero exit code 42' Error When Deploy Jekyll Sites on Netlify
Aug 26Deep Image Prior - Ulyanov - CVPR 2018
Aug 25Semantics Disentangling for Text-to-Image Generation - Guojun Yin - CVPR 2019
Aug 24Image Generation from Layout - Zhao - CVPR 2019
Aug 22Image to Image Translation(Part 2): pix2pixHD, MUNIT, DRIT, vid2vid, SPADE and INIT
Aug 21Image to Image Translation(Part 1): pix2pix, S+U, CycleGAN, UNIT, BicycleGAN, and StarGAN
Aug 18Glow: Generative Flow with Invertible 1x1 Convolutions - Kingma & Dhariwal - NIPS 2018
Aug 17From Classification to Panoptic Segmentation: 7 years of Visual Understanding with Deep Learning
Aug 16Content-aware Generative Modeling of Graphic Design Layouts - Zheng - SIGGRSPH 2019
Aug 15Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff - Blau - ICML 2019
Aug 14Semantic Photo Manipulation with a Generative Image Prior - Bau - SIGGRAPH 2019 - PyTorch
Aug 14Convolutional Neural Network Must Reads: Xception, ShuffleNet, ResNeXt and DenseNet
Aug 12The Perception-Distortion Tradeoff - Blau - CVPR 2018 - Matlab
Aug 10PixelCNN++: Improving the PixelCNN with Discretized Logistic Mixture Likelihood and Other Modification - Salimans - ICLR 2017 - TensorFlow Code
Aug 09Conditional Image Generation with PixelCNN Decoders - van den Oord - NIPS 2016 - TensorFlow & PyTorch Code
Aug 07(PixelRNN & PixelCNN)Pixel Recurrent Neural Networks - van den Oord - ICML 2016
Aug 06Generative Image Inpainting with Contextual Attention - Yu - CVPR 2018 - TensorFlow
Aug 05EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning - Nazeri - 2019 - PyTorch
Aug 05Generating Diverse High-Fidelity Images with VQ-VAE-2 - Razavi - 2019
Aug 04Globally and locally consistent image completion - Iizuka - SIGGRAPH 2017
Aug 03(VQ-VAE)Neural Discrete Representation Learning - van den Oord - NIPS 2017 - TensorFlow & PyTorch Code
Aug 01CondenseNet: An Efficient DenseNet using Learned Group Convolutions - Huang - CVPR 2018
Jul 21Fast RCNN - Grishick - ICCV 2015 - Caffe Code
Jul 20R-FCN: Object Detection via Region-based Fully Convolutional Networks - Dai - NIPS 2016 - MXNet Code
Jul 18Towards Instance-level Image-to-Image Translation - Shen - CVPR 2019
Jul 17DSOD: learning deeply supervised object detectors from scratch - Shen - ICCV 2017 - Caffe Code
Jul 16On-the-fly Operation Batching in Dynamic Computation Graphs - Neubig et al. - 2017
Jul 15GlyphGAN: Style-Consistent Font Generation Based on Generative Adversarial Networks - Hayashi - 2019
Jul 14SNIPER: efficient multi-scale training - Singh - NIPS 2018 - MXNet Code
Jul 12An analysis of scale invariance in object detection - SNIP - Singh - CVPR 2018
Jul 10(ResNeXt)Aggregated Residual Transformations for Deep Neural Networks - Xie et al. - CVPR 2017
Jul 10(DenseNet)Densely Connected Convolutional Networks - Huang - CVPR 2017
Jul 09Faster R-CNN: Towards Real Time Object Detection with Region Proposal - Ren - NIPS 2015
Jul 09MegDet: A Large Mini-Batch Object Detector - C. Peng et al - CVPR 2018
Jul 08DeSIGN: Design Inspiration from Generative Networks - Sabi - 2018
Jul 08Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning - Szegedy et al. - 2016
Jul 07(Inception V3)Rethinking the Inception Architecture for Computer Vision - Szegedy et al. - 2015
Jul 06YOLO9000: Better, Faster, Stronger - Redmon et al. - 2016
Jul 04ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design - Ma - ECCV 2018
Jul 01Speed/accuracy trade-offs for modern convolutional object detectors - Huang et al. - CVPR 2017 - TensorFlow Code
Jun 30(FPN)Feature Pyramid Networks for Object Detection - Lin - CVPR 2017
Jun 29(RetinaNet)Focal loss for dense object detection - Lin - ICCV 2017
Jun 29Training Region Based Object Detectors With Online Hard Example Mining Shrivastava Cvpr 2016
Jun 28Xception: Deep Learning with Depthwise Seperable Convolutions - Chollet et al. - 2016
Jun 26You Only Look Once: Unified, Real Time Object Detection - Redmon et al. - CVPR 2016
Jun 25A Neural Algorithm of Artistic Style - Gatys et al. - CVPR 2016

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