Ersin Yumer
21 papers · 2016–2021 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (34) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§
Keyword Pioneer
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
ποΈ
Keyword Collector
(94)
Top co-authors
Research topics
Computer Vision
(11)
Machine Learning
(9)
Deep Learning
(8)
Learning Types Β· Machine Learning
(6)
Analysis
(5)
Artificial Intelligence
(4)
Core AI
(4)
Generation
(4)
Processing
(4)
Architectures
(3)
Core Methods
(3)
Learning Types Β· Deep Learning
(3)
Models
(3)
Domain-Specific
(2)
Computer Science
(1)
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)
instance segmentation
(1)
embedding learning
(1)
self-supervised learning
(1)
data augmentation
(1)
depth estimation
(1)
computer graphics
(1)
human pose estimation
(1)
piecewise planar
(1)
adversarial training
(1)
scene understanding
(1)
semi-supervised learning
(1)
Papers
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
S3: Neural Shape, Skeleton, and Skinning Fields for 3D Human Modeling
CVPR 2021
Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints
ICLR 2020
Hierarchical Verification for Adversarial Robustness
ICML 2020
Universal Embeddings for Spatio-Temporal Tagging of Self-Driving Logs
CoRL 2020
UPSNet: A Unified Panoptic Segmentation Network
CVPR 2019
BodyNet: Volumetric Inference of 3D Human Body Shapes
ECCV 2018
Learning Blind Video Temporal Consistency
ECCV 2018
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics
ECCV 2018
PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image
CVPR 2018
Real-Time Hair Rendering using Sequential Adversarial Networks
ECCV 2018
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing
CVPR 2018
3D-PRNN: Generating Shape Primitives With Recurrent Neural Networks
ICCV 2017
Learning to Extract Semantic Structure From Documents Using Multimodal Fully Convolutional Neural Networks
CVPR 2017
Material Editing Using a Physically Based Rendering Network
ICCV 2017
Neural Face Editing With Intrinsic Image Disentangling
CVPR 2017
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks
CVPR 2017
Self-supervised Learning of Motion Capture
NeurIPS 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
NeurIPS 2016