Ambrish Tyagi

5 papers · 2018–2021 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

CVPR (3) ECCV (1) ICCV (1)

Top co-authors

Amit Agrawal (5) Visesh Chari (2) Siddhartha Chandra (2) James M. Rehg (2) Stefan Stojanov (1) Shashank Tripathi (1) Jianping Shi (1) Philip Torr (1) Rawal Khirodkar (1) Dylan Drover (1)

Research topics

Computer Vision (4) Analysis (4) Deep Learning (3) Learning Types · Deep Learning (3) Machine Learning (2) Application Areas (1) Architectures (1) Generation (1) Learning Types · Machine Learning (1)

Keywords

unsupervised learning (1) image classification (1) semantic segmentation (1) pose estimation (1) scene understanding (1) multi-instance learning (1) object detection (1) self-supervised learning (1) data augmentation (1) depth estimation (1) 3d vision (1) image synthesis (1) human pose estimation (1) adversarial training (1) synthetic data generation (1) occlusion handling (1) multi-scale feature (1) geometric consistency (1) dilated convolution (1) fully convolutional network (1)

Papers

Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation ICCV 2021 Box2Seg: Attention Weighted Loss and Discriminative Feature Learning for Weakly Supervised Segmentation ECCV 2020 Learning to Generate Synthetic Data via Compositing CVPR 2019 Unsupervised 3D Pose Estimation With Geometric Self-Supervision CVPR 2019 Context Encoding for Semantic Segmentation CVPR 2018