← Authors

Ersin Yumer

21 papers · 2016–2021 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) πŸƒ Academic Marathon (5) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (34) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7) πŸš€ Conference Pioneer πŸ’Ž Century Club (21) ⚑ Prolific Year (6) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (6) πŸ—ƒοΈ Keyword Collector (89)

Conferences

CVPR (9) ECCV (4) CORL (2) ICCV (2) NIPS (2) ICLR (1) ICML (1)

Top co-authors

Jimei Yang (6) Raquel Urtasun (6) Xinchen Yan (5) Duygu Ceylan (5) Eli Shechtman (4) Oliver Wang (2) Sunil Hadap (2) Honglak Lee (2) Sivabalan Manivasagam (2) Yun Chen (2)

Keywords

object detection (3) semantic segmentation (3) adversarial robustness (2) 3d reconstruction (2) generative adversarial network (2) pose estimation (1) deformable convolution (1) image generation (1) video generation (1) deep learning (1) embedding learning (1) self-supervised learning (1) data augmentation (1) depth estimation (1) adversarial training (1) computer graphics (1) human pose estimation (1) instance segmentation (1) scene understanding (1) semi-supervised learning (1)

Papers

S3: Neural Shape, Skeleton, and Skinning Fields for 3D Human Modeling CVPR 2021
Exploring Adversarial Robustness of Multi-sensor Perception Systems in Self Driving CORL 2021
GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving CVPR 2021
Hierarchical Verification for Adversarial Robustness ICML 2020
Universal Embeddings for Spatio-Temporal Tagging of Self-Driving Logs CORL 2020
Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints ICLR 2020
UPSNet: A Unified Panoptic Segmentation Network CVPR 2019
Learning Blind Video Temporal Consistency ECCV 2018
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics ECCV 2018
BodyNet: Volumetric Inference of 3D Human Body Shapes ECCV 2018
Real-Time Hair Rendering using Sequential Adversarial Networks ECCV 2018
PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image CVPR 2018
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing CVPR 2018
Self-supervised Learning of Motion Capture NIPS 2017
Learning to Extract Semantic Structure From Documents Using Multimodal Fully Convolutional Neural Networks CVPR 2017
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks CVPR 2017
Neural Face Editing With Intrinsic Image Disentangling CVPR 2017
3D-PRNN: Generating Shape Primitives With Recurrent Neural Networks ICCV 2017
Material Editing Using a Physically Based Rendering Network ICCV 2017
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis CVPR 2017
Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision NIPS 2016