Interactive Labeling and Data Augmentation for Vision

Program

Schedule (All times are Eastern)

Keynotes

Accepted Papers (proceedings)

  • Nuisance-Label Supervision: Robustness Improvement by Free Labels poster
    Xinyue Wei (University of California San Diego)*; Weichao Qiu (Johns Hopkins University); Yi Zhang (Johns Hopkins University); Zihao Xiao (Johns Hopkins University); Alan Yuille (Johns Hopkins University)

  • EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow poster
    Yuying Hao (Baidu)*; Yi Liu (Baidu Inc.); Zewu Wu (Baidu); Lin Han (New York University); Yizhou Chen (Chongqing Jiaotong University); Guowei Chen (Baidu, Inc); Lutao Chu (Baidu); Shiyu Tang (Baidu.com, Inc); Zhiliang Yu (Baidu); Zeyu Chen (Baidu, Inc.); Baohua Lai (Baidu)

  • Data Augmentation for Scene Text Recognition poster
    Rowel Atienza (University of the Philippines)*

  • Multi-Domain Conditional Image Translation: Translating Driving Datasets from Clear-Weather to Adverse Conditions poster
    Vishal Vinod (Indian Institute of Science)*; Ram K Prabhakar (Indian Institute of Science); Venkatesh Babu RADHAKRISHNAN (Indian Institute of Science); Anirban Chakraborty (Indian Institute of Science)

  • Using Synthetic Data Generation to Probe Multi-View Stereo Networks poster
    Pranav Acharya (UC Santa Barbara)*; Daniel Lohn (University of California, Santa Barbara); Vivian Ross (University of California Santa Barbara); Maya C Ha (UCSB); Alex N Rich (University of California, Santa Barbara); Ehsan Sayyad (UCSB); Tobias Hollerer (UCSB)

  • Meta Self-Learning for Multi-Source Domain Adaptation: A Benchmark poster
    Shuhao Qiu (Beijing University of Posts and Telecommunications); Chuang Zhu (Beijing University of Posts and Telecommunications )*; WENLI ZHOU (BEIJING UNIVERSITY OF POSATS AND TELECOMMUNICATIONS)

  • Localizing Human Keypoints beyond the Bounding Box poster
    Soonchan Park (Eletronics and Telecommunications Research Institute); Jinah Park (KAIST)*

  • Learning to Localise and Count with Incomplete Dot-annotations poster
    Feng Chen (Computer Vision Laboratory - University of Nottingham)*; Michael P Pound (University of Nottingham); Andrew French (University of Nottingham)

  • Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation poster
    Angira Sharma (University of Oxford)*; Naeemullah Khan (University of Oxford); Muhammad Mubashar (LUMS); Ganesh Sundaramoorthi (Kaust); Philip Torr (University of Oxford)

  • Reducing Label Effort: Self-Supervised meets Active Learning poster
    Javad Zolfaghari Bengar (Computer Vision Center)*; Joost van de Weijer (Computer Vision Center); Bartlomiej Twardowski (Computer Vision Center, UAB); BOGDAN RADUCANU (Computer Version Center)

  • Self-improving classification performance through GAN distillation poster
    Matteo Pennisi (University of Catania); Simone Palazzo (University of Catania); Concetto Spampinato (University of Catania)*

  • Interactive Labeling for Human Pose Estimation in Surveillance Videos poster
    Mickael Cormier (Fraunhofer IOSB, Karlsruhe, Germany)*; Fabian Röpke (Fraunhofer IOSB, Karlsruhe, Germany); Thomas Golda (Fraunhofer IOSB, Karlsruhe, Germany ); Jürgen Beyerer (Fraunhofer IOSB)

  • Object-Based Augmentation for Building Semantic Segmentation: Ventura and Santa Rosa Case Study poster
    Svetlana Illarionova (Skolkovo institute of Science and Technology)*; Sergey Nesteruk (Skoltech); Dmitrii Shadrin (Skoltech); Vladimir Ignatiev (Skoltech); Maria Pukalchik (Skolkovo Institute of Science and Technology); Ivan Oseledets (Skolkovo Institute of Science and Technology)

  • Bounding Box Dataset Augmentation for Long-range Object Distance Estimation poster
    Marten Franke (University of Bremen)*; Vaishnavi Gopinath (University of Bremen); Chaitra Reddy (University of Bremen); Danijela Ristic-Durrant (University of Bremen); Kai Michels (University of Bremen)

  • Weakly-Supervised Semantic Segmentation by Learning Label Uncertainty poster
    Robby Neven (KU Leuven)*; Davy Neven (KU Leuven); Bert De Brabandere (KU Leuven); Marc Proesmans (KU Leuven); Toon Goedemé (KU Leuven - EAVISE)

  • All you need are a few pixels: semantic segmentation with PixelPick poster
    Gyungin Shin (University of Oxford)*; Weidi Xie (University of Oxford); Samuel Albanie (University of Cambridge)

  • InAugment: Improving Classifiers via Internal Augmentation poster
    Moab Arar (Tel Aviv University )*; Ariel Shamir (The Interdisciplinary Center); Amit H Bermano (Tel-Aviv University)
  • Accepted Papers (extended abstracts)

  • CutDepth:Edge-aware Data Augmentation in Depth Estimation poster
    Yasunori Ishii (Panasonic)*; Takayoshi Yamashita (Chubu University)

  • Mitigating bias with Targeted Data Augmentations poster
    Agnieszka Mikołajczyk (Gdańsk University of Technology)*; Michał Grochowski (Gdańsk University of Technology)