zziz / pwc

| 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | | Suggestions | |:-------:|:-------:|:-------:|:-------:|:-------:|:-------:|:-------:|:-------:|:-------:|:-------:|:-------:|:-------:|:-------:| This work is in continuous progress and update. We are adding new PWC everyday! Tweet me @fvzaur Use this thread to request us your favorite conference to be added to our watchlist and to PWC list. Weekly updated pushed! 2018 | Title | Conf | Code | Stars | |:--------|:--------:|:--------:|:--------:| | Video-to-Video Synthesis | NIPS | code | 5578 | | Deep Image Prior | CVPR | code | 3736 | | StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation | CVPR | code | 3405 | | Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network | ECCV | code | 2434 | | Learning to See in the Dark | CVPR | code | 2326 | | Glow: Generative Flow with Invertible 1x1 Convolutions | NIPS | code | 2088 | | Squeeze-and-Excitation Networks | CVPR | code | 1477 | | Efficient Neural Architecture Search via Parameters Sharing | ICML | code | 1382 | | Multimodal Unsupervised Image-to-image Translation | ECCV | code | 1296 | | Non-Local Neural Networks | CVPR | code | 992 | | Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? | CVPR | code | 924 | | Single-Shot Refinement Neural Network for Object Detection | CVPR | code | 875 | | Image Generation From Scene Graphs | CVPR | code | 851 | | GANimation: Anatomically-aware Facial Animation from a Single Image | ECCV | code | 772 | | Simple Baselines for Human Pose Estimation and Tracking | ECCV | code | 752 | | Visualizing the Loss Landscape of Neural Nets | NIPS | code | 724 | | Detect-and-Track: Efficient Pose Estimation in Videos | CVPR | code | 650 | | Relation Networks for Object Detection | CVPR | code | 635 | | Generative Image Inpainting With Contextual Attention | CVPR | code | 609 | | PointCNN | NIPS | code | 607 | | Look at Boundary: A Boundary-Aware Face Alignment Algorithm | CVPR | code | 575 | | Pelee: A Real-Time Object Detection System on Mobile Devices | NIPS | code | 548 | | Distractor-aware Siamese Networks for Visual Object Tracking | ECCV | code | 545 | | Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples | ICML | code | 535 | | Which Training Methods for GANs do actually Converge? | ICML | code | 520 | | End-to-End Recovery of Human Shape and Pose | CVPR | code | 502 | | Taskonomy: Disentangling Task Transfer Learning | CVPR | code | 502 | | Cascaded Pyramid Network for Multi-Person Pose Estimation | CVPR | code | 497 | | Neural 3D Mesh Renderer | CVPR | code | 489 | | Zero-Shot Recognition via Semantic Embeddings and Knowledge Graphs | CVPR | code | 489 | | In-Place Activated BatchNorm for Memory-Optimized Training of DNNs | CVPR | code | 485 | | The Unreasonable Effectiveness of Deep Features as a Perceptual Metric | CVPR | code | 447 | | Frustum PointNets for 3D Object Detection From RGB-D Data | CVPR | code | 434 | | The Lovász-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks | CVPR | code | 416 | | ICNet for Real-Time Semantic Segmentation on High-Resolution Images | ECCV | code | 415 | | PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume | CVPR | code | 398 | | Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++ | CVPR | code | 397 | | Gibson Env: Real-World Perception for Embodied Agents | CVPR | code | 385 | | Acquisition of Localization Confidence for Accurate Object Detection | ECCV | code | 384 | | Noise2Noise: Learning Image Restoration without Clean Data | ICML | code | 370 | | GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation | CVPR | code | 359 | | GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose | CVPR | code | 359 | | A Style-Aware Content Loss for Real-time HD Style Transfer | ECCV | code | 349 | | Soccer on Your Tabletop | CVPR | code | 338 | | Pyramid Stereo Matching Network | CVPR | code | 335 | | Neural Baby Talk | CVPR | code | 332 | | License Plate Detection and Recognition in Unconstrained Scenarios | ECCV | code | 326 | | Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors | CVPR | code | 326 | | Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images | ECCV | code | 323 | | Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning | CVPR | code | 317 | | Fast End-to-End Trainable Guided Filter | CVPR | code | 312 | | Deep Clustering for Unsupervised Learning of Visual Features | ECCV | code | 302 | | Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs | CVPR | code | 294 | | Neural Relational Inference for Interacting Systems | ICML | code | 289 | | Adversarially Regularized Autoencoders | ICML | code | 282 | | Learning to Adapt Structured Output Space for Semantic Segmentation | CVPR | code | 280 | | Convolutional Neural Networks With Alternately Updated Clique | CVPR | code | 272 | | Learning to Segment Every Thing | CVPR | code | 269 | | Supervising Unsupervised Learning | NIPS | code | 262 | | LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation | CVPR | code | 261 | | Bilinear Attention Networks | NIPS | code | 258 | | ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation | ECCV | code | 254 | | An intriguing failing of convolutional neural networks and the CoordConv solution | NIPS | code | 249 | | End-to-End Learning of Motion Representation for Video Understanding | CVPR | code | 238 | | Image Super-Resolution Using Very Deep Residual Channel Attention Networks | ECCV | code | 234 | | Iterative Visual Reasoning Beyond Convolutions | CVPR | code | 228 | | Semi-Parametric Image Synthesis | CVPR | co…