Ersin Yumer

Orcid: 0000-0002-3245-5515

Affiliations:
  • Adobe Research, USA


According to our database1, Ersin Yumer authored at least 63 papers between 2011 and 2022.

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Bibliography

2022
FAME: 3D Shape Generation via Functionality-Aware Model Evolution.
IEEE Trans. Vis. Comput. Graph., 2022

2021
Self-Supervised Multi-View Person Association and its Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Non-parametric Memory for Spatio-Temporal Segmentation of Construction Zones for Self-Driving.
CoRR, 2021

GeoSim: Photorealistic Image Simulation with Geometry-Aware Composition.
CoRR, 2021

Diverse Complexity Measures for Dataset Curation in Self-Driving.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Deep Structured Reactive Planning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

S3: Neural Shape, Skeleton, and Skinning Fields for 3D Human Modeling.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Exploring Adversarial Robustness of Multi-sensor Perception Systems in Self Driving.
Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021

2020
ShapeAdv: Generating Shape-Aware Adversarial 3D Point Clouds.
CoRR, 2020

3D Shape Generation via Functionality-Aware Model Evolution.
CoRR, 2020

Hierarchical Verification for Adversarial Robustness.
Proceedings of the 37th International Conference on Machine Learning, 2020

Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints.
Proceedings of the 8th International Conference on Learning Representations, 2020

Universal Embeddings for Spatio-Temporal Tagging of Self-Driving Logs.
Proceedings of the 4th Conference on Robot Learning, 2020

2019
iMapper: interaction-guided scene mapping from monocular videos.
ACM Trans. Graph., 2019

Learning a Generative Model for Multi-Step Human-Object Interactions from Videos.
Comput. Graph. Forum, 2019

Exploratory Stage Lighting Design using Visual Objectives.
Comput. Graph. Forum, 2019

Photo-Sketching: Inferring Contour Drawings From Images.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Jointly Learnable Behavior and Trajectory Planning for Self-Driving Vehicles.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

UPSNet: A Unified Panoptic Segmentation Network.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Learning Local Shape Descriptors from Part Correspondences with Multiview Convolutional Networks.
ACM Trans. Graph., 2018

iMapper: Interaction-guided Joint Scene and Human Motion Mapping from Monocular Videos.
CoRR, 2018

Learning Design Semantics for Mobile Apps.
Proceedings of the 31st Annual ACM Symposium on User Interface Software and Technology, 2018

Deep Learning for Graphics.
Proceedings of the 39th Annual Conference of the European Association for Computer Graphics, 2018

MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics.
Proceedings of the Computer Vision - ECCV 2018, 2018

Real-Time Hair Rendering Using Sequential Adversarial Networks.
Proceedings of the Computer Vision - ECCV 2018, 2018

BodyNet: Volumetric Inference of 3D Human Body Shapes.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning Blind Video Temporal Consistency.
Proceedings of the Computer Vision - ECCV 2018, 2018

PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Extracting Regular FOV Shots from 360 Event Footage.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

SeeThrough: Finding Objects in Heavily Occluded Indoor Scene Images.
Proceedings of the 2018 International Conference on 3D Vision, 2018

2017
Shape Synthesis from Sketches via Procedural Models and Convolutional Networks.
IEEE Trans. Vis. Comput. Graph., 2017

Learning hierarchical shape segmentation and labeling from online repositories.
ACM Trans. Graph., 2017

Convolutional neural networks on surfaces via seamless toric covers.
ACM Trans. Graph., 2017

GRASS: generative recursive autoencoders for shape structures.
ACM Trans. Graph., 2017

Skippy: single view 3D curve interactive modeling.
ACM Trans. Graph., 2017

Learning to predict indoor illumination from a single image.
ACM Trans. Graph., 2017

SeeThrough: Finding Chairs in Heavily Occluded Indoor Scenes.
CoRR, 2017

Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network.
CoRR, 2017

Learning local shape descriptors with view-based convolutional networks.
CoRR, 2017

Self-supervised Learning of Motion Capture.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Material Editing Using a Physically Based Rendering Network.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Neural Face Editing with Intrinsic Image Disentangling.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Transformation-Grounded Image Generation Network for Novel 3D View Synthesis.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Spectral style transfer for human motion between independent actions.
ACM Trans. Graph., 2016

Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Learning Semantic Deformation Flows with 3D Convolutional Networks.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
Semantic shape editing using deformation handles.
ACM Trans. Graph., 2015

Procedural Modeling Using Autoencoder Networks.
Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology, 2015

2014
Co-constrained handles for deformation in shape collections.
ACM Trans. Graph., 2014

Co-segmentation of Textured 3D Shapes with Sparse Annotations.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

A Data-Driven Investigation and Estimation of Optimal Topologies under Variable Loading Configurations.
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2014

Learning 3D Part Detection from Sparsely Labeled Data.
Proceedings of the 2nd International Conference on 3D Vision, 2014

2012
Sketch-based aesthetic product form exploration from existing images using piecewise clothoid curves.
J. Vis. Lang. Comput., 2012

Co-abstraction of shape collections.
ACM Trans. Graph., 2012

Surface creation on unstructured point sets using neural networks.
Comput. Aided Des., 2012

Conceptual design and modification of freeform surfaces using dual shape representations in augmented reality environments.
Comput. Aided Des., 2012

Sketch-based shape exploration using multiscale free-form surface editing.
Artif. Intell. Eng. Des. Anal. Manuf., 2012

2011
Sketch-Based Image Editing Using Clothoid Curves.
Proceedings of the 17th International Conference on Distributed Multimedia Systems, 2011


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