conftrace_
← Authors

Stefan Roth

47 papers · 2013–2025 · 8 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+13 more ↓ πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (8) πŸƒ Academic Marathon (12) 🌍 Conference Polyglot (8) πŸ—ΊοΈ Taxonomy Completionist (94)
🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (94) 🌈 Renaissance Researcher (8) 🏠 Conference Loyalist (24) 🌟 Keyword Trendsetter Combo (4) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ’Ž Century Club (47) πŸ”₯ Unstoppable (13) ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (228)

Conferences

CVPR (24) ICCV (12) NIPS (6) ACL (1) ECCV (1) ICLR (1) NAACL (1) WACV (1)

Top co-authors

Simone Schaub-Meyer (7) Bernt Schiele (5) Nikita Araslanov (5) Robin Hesse (4) Shweta Mahajan (4) Junhwa Hur (4) Tobias PlΓΆtz (4) Anne S. Wannenwetsch (3) Konrad Schindler (3) Iryna Gurevych (3)

Keywords

neural network (7) image restoration (6) semantic segmentation (6) optical flow (5) self-supervised learning (5) convolutional neural network (4) depth estimation (4) image deblurring (4) instance segmentation (3) unsupervised learning (3) zero-shot learning (3) 3d geometry (3) feature attribution (2) image denoising (2) monocular depth estimation (2) transfer learning (2) map estimation (2) variational inference (2) multimodal learning (2) density estimation (2)

Papers

ART: Adaptive Relation Tuning for Generalized Relation Prediction ICCV 2025 Removing Cost Volumes from Optical Flow Estimators ICCV 2025 GLASS: Guided Latent Slot Diffusion for Object-Centric Learning CVPR 2025 Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion ICCV 2025 Activation Subspaces for Out-of-Distribution Detection ICCV 2025 Scene-Centric Unsupervised Panoptic Segmentation CVPR 2025 Adapters Strike Back CVPR 2024 Benchmarking the Attribution Quality of Vision Models NIPS 2024 FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods ICCV 2023 Vision Relation Transformer for Unbiased Scene Graph Generation ICCV 2023 xGQA: Cross-Lingual Visual Question Answering ACL 2022 PixelPyramids: Exact Inference Models From Lossless Image Pyramids ICCV 2021 Self-Supervised Augmentation Consistency for Adapting Semantic Segmentation CVPR 2021 Self-Supervised Multi-Frame Monocular Scene Flow CVPR 2021 Boosting Monocular Depth With Panoptic Segmentation Maps WACV 2021 Learning Spatially-Variant MAP Models for Non-Blind Image Deblurring CVPR 2021 Dense Unsupervised Learning for Video Segmentation NIPS 2021 Fast Axiomatic Attribution for Neural Networks NIPS 2021 Self-Supervised Monocular Scene Flow Estimation CVPR 2020 Deep Wiener Deconvolution: Wiener Meets Deep Learning for Image Deblurring NIPS 2020 Diverse Image Captioning with Context-Object Split Latent Spaces NIPS 2020 Single-Stage Semantic Segmentation From Image Labels CVPR 2020 Normalizing Flows With Multi-Scale Autoregressive Priors CVPR 2020 Probabilistic Pixel-Adaptive Refinement Networks CVPR 2020 Latent Normalizing Flows for Many-to-Many Cross-Domain Mappings ICLR 2020 Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation CVPR 2019 Actor-Critic Instance Segmentation CVPR 2019 Lightweight Probabilistic Deep Networks CVPR 2018 Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers CVPR 2018 Stochastic Variational Inference With Gradient Linearization CVPR 2018 Normalized Blind Deconvolution ECCV 2018 Multimodal Frame Identification with Multilingual Evaluation NAACL 2018 Detail-Preserving Pooling in Deep Networks CVPR 2018 Neural Nearest Neighbors Networks NIPS 2018 MirrorFlow: Exploiting Symmetries in Joint Optical Flow and Occlusion Estimation ICCV 2017 ProbFlow: Joint Optical Flow and Uncertainty Estimation ICCV 2017 Noise-Blind Image Deblurring CVPR 2017 Benchmarking Denoising Algorithms With Real Photographs CVPR 2017 Parametric Object Motion From Blur CVPR 2016 The Cityscapes Dataset for Semantic Urban Scene Understanding CVPR 2016 Registering Images to Untextured Geometry Using Average Shading Gradients ICCV 2015 Discriminative Shape From Shading in Uncalibrated Illumination CVPR 2015 Shrinkage Fields for Effective Image Restoration CVPR 2014 Detection- and Trajectory-Level Exclusion in Multiple Object Tracking CVPR 2013 Discriminative Non-blind Deblurring CVPR 2013 Learning People Detectors for Tracking in Crowded Scenes ICCV 2013 Piecewise Rigid Scene Flow ICCV 2013