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Weekly Group Meeting Paper List

组会顺序: 1:徐衍钰 胡莉娜 郑佳 2:张子恒 李晶 黄坤 3:肖宇廷 胡俊豪 尹兆远 4:金磊 毕凝 余泽浩

Date Speaker Paper Publisher Website / Code
2019-05-04 黄坤 DPSNet: End-to-end Deep Plane Sweep Stereo ICLR 2019 github
2019-05-04 李晶 Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation CVPR 2019 (Oral)
2019-04-27 郑佳 GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects ICML 2019 code
2019-03-13 余泽浩 Stereo Magnification: Learning view synthesis using multiplane images SigGraph 2018 website
2019-02-20 郑佳 Geometry-aware Deep Network for Single-Image Novel View Synthesis CVPR 2018
2019-01-23 胡莉娜 CNN Visualization Original
2019-01-19 胡莉娜 DeformableV2 Original
2019-01-09 郑佳 FloorNet: A Unified Framework for Floorplan Reconstruction from 3D Scans ECCV 2018 website
2019-01-09 郑佳 Raster-to-Vector: Revisiting Floorplan Transformation ICCV 2017 website
2019-01-09 余泽浩 MVSNet: Depth Inference for Unstructured Multi-view Stereo ECCV 2018
2018-01-09 余泽浩 Unsupervised Learning of Stereo Matching ICCV 2017
2019-01-02 胡俊豪 Grid R-CNN arXiv 2018
2019-01-02 肖宇廷 Learning to Sketch with Shortcut Cycle Consistency CVPR 2018
2019-01-02 胡莉娜 Human Parsing: An Overview Original
2019-12-15 郑佳 PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image (slides) arXiv 2018
2018-10-11 余泽浩 Pixels to Graphs by Associative Embedding NIPS 2017 github
2018-10-11 胡俊豪 Physical Primitive Decomposition ECCV 2018 website
2018-10-11 李晶 DIFFERENTIABLE LEARNING-TO-NORMALIZE VIA SWITCHABLE NORMALIZATION arXiv 2018 github
2018-10-04 朴智新 Deep Learning Hardware Original
2018-10-04 胡莉娜 Part Detection Original
2018-10-04 徐衍钰 Human Pose Survey Original
2018-09-27 张子恒 Stereo relative pose from line and point feature triplets ECCV 2018
2018-09-18 郑佳 ECCV 2018 Summary ECCV 2018 website
2018-09-18 廉东泽 ECCV 2018 Summary ECCV 2018 website
2018-09-01 余泽浩 GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose CVPR 2018 github
2018-09-01 余泽浩 Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction CVPR 2018
2018-09-01 余泽浩 Unsupervised Learning of Depth and Ego-Motion from Video CVPR 2017
2018-09-01 余泽浩 Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints CVPR 2018
2018-09-01 李晶 Where are the Blobs: Counting by Localization with Point Supervision ECCV 2018 arXIv
2018-08-25 刘闻 Everybody Dance Now arXiv arXiv
2018-08-25 朴智新 Video Based Reconstruction of 3D People Models (slides) CVPR 2018 github
2018-08-19 郑佳 PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image (slides) CVPR 2018 website
2018-08-19 廉东泽 Boosting Self-Supervised Learning via Knowledge Transfer CVPR 2018 arXiv
2018-07-25 胡俊豪 DetNet: A Backbone network for Object Detection (slides) ECCV 2018 arXiv
2018-07-25 胡俊豪 Exploring Multi-Branch and High-Level Semantic Networks for Improving Pedestrian Detection arXiv arXiv
2018-07-25 李晶 ExFuse: Enhancing Feature Fusion for Semantic Segmentation ECCV 2018 arXiv
2018-07-25 刘闻 The Unreasonable Effectiveness of Deep Features as a Perceptual Metric CVPR 2018 website
2018-07-25 廉东泽 The Perception-Distortion Tradeoff CVPR 2018 Oral arXiv
2018-07-19 郑佳 Few-Shot Segmentation Propagation with Guided Networks Submitted to NIPS 2018 code
2018-07-19 黄坤 Pointwise Convolutional Neural Networks CVPR 2018 website
2018-07-13 廉东泽 An intriguing failing of convolutional neural networks and the CoordConv solution ECCV 2018 website
2018-07-13 罗伟鑫 Exploring the Limits of Weakly Supervised Pretraining ECCV 2018 arXiv
2018-07-06 朴智新 Coherent Online Video Style Transfer (slides) ICCV 2017 arXiv
2018-07-06 刘闻 End-to-end Recovery of Human Shape and Pose CVPR 2018 website
2018-07-06 黄坤 Learning Category-Specific Mesh Reconstruction  from Image Collections ECCV 2018 website
2018-06-30 朴智新 Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision (slides) CVPR 2018 NA
2018-06-30 刘闻 Deep Video Portraits (slides) SIGGRAPH 2018 website
2018-06-30 黄坤 Pixels, voxels, and views: A study of shape representations for single view 3D object shape prediction CVPR 2018 website
2018-06-30 罗伟鑫 Detect-and-Track: Efficient Pose Estimation in Videos CVPR 2018 code
2018-06-13 郑佳 One-Shot Learning for Semantic Segmentation (slides) BMVC 2017 code
2018-06-13 廉东泽 Rethinking cross-modal problem (slides) Original NA
2018-06-12 廉东泽 Meta-learning with differentiable closed-form solvers arXiv arXiv
2018-06-05 ? Matching Networks for One Shot Learning arXiv arXiv
2018-06-05 ? On First-Order Meta-Learning Algorithms arXiv arXiv
2018-06-02 黄坤 BDD100K: A Large-scale Diverse Driving Video Database Submitted to ECCV 2018 website
2018-05-29 黄坤 Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks arXiv arXiv
2018-05-23 郑佳 Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation (slides) arXiv arXiv
2018-05-11 朴智新 Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network (slides) CVPR 2017 arXiv
2018-05-11 周康 Provable Self-Representation Based Outlier Detection in a Union of Subspaces CVPR 2017 arXiv
2018-05-04 刘闻 Discriminative Learning of Latent Features for Zero-Shot Recognition CVPR 2018 (Oral) arXiv
2018-05-04 胡莉娜 recent-progress-object-detection Original NA
2018-04-27 董艳兵 Deep Painterly Harmonization arXiv arXiv
2018-04-27 廉东泽 Deep Cross-media Knowledge Transfer CVPR 2018 arXiv
2018-04-13 黄坤 The Sound of Pixels arXiv website
2018-04-13 罗伟鑫 Group Normalization arXiv code
2018-03-30 朴智新 An Overview of Segmentation (slides) Original NA
2018-03-30 周康 Referring Relationships CVPR 2018 arXiv
2018-03-30 胡莉娜 Learning Region Features for Object Detection arXiv arXiv
2018-03-23 郑佳 Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation arXiv arXiv
2018-03-23 张子恒 Generative Adversarial Networks: An Overview IEEE SPM* arXiv
2018-03-23 刘闻 Positive-Unlabeled Learning with Non-Negative Risk Estimator NIPS 2017 code
2018-03-05 黄坤 DensePose: Dense Human Pose Estimation In The Wild CVPR 2018 (Oral) website
2018-03-05 罗伟鑫 Tell Me Where to Look: Guided Attention Inference Network CVPR 2018 arXiv
2018-03-05 徐衍钰 Spherical convolutions and their application in molecular modelling NIPS 2017 Best Paper nips
2018-02-26 ? Segmentation from Natural Language Expressions arXiv arXiv
2018-02-26 ? SeGAN: Segmenting and Generating the Invisible CVPR 2018 Spotlight arXiv
2018-01-29 郑佳 Online Deep Learning: Learning Deep Neural Networks on the Fly (slides) arXiv arXiv
2018-01-27 郑佳 A brief Overview of Video Object Segmentation (slides) Original NA
  • IEEE SPM: IEEE SPM Special Issue on Deep Learning for Visual Understanding

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