Joel Janai

6 papers · 2017–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

CVPR (2) ICCV (2) ECCV (1) WACV (1)

Top co-authors

Andreas Geiger (3) Maximilian Pittner (3) Fatma Guney (2) Anurag Ranjan (2) Michael J. Black (2) Alexandru P. Condurache (1) Mario Faigle (1) Jonas Wulff (1) Alexandru Condurache (1) Alexandru Paul Condurache (1)

Research topics

Computer Vision (4) Analysis (3) Domain-Specific (3) Artificial Intelligence (2) Deep Learning (2) Architectures (1) Core AI (1) Learning Paradigms (1) Learning Types (1) Processing (1)

Keywords

3d lane detection (3) optical flow (2) autonomous driving (2) 3d vision (1) adversarial attack (1) convolutional neural network (1) spatio-temporal learning (1) neural network robustness (1) monocular 3d detection (1) video processing (1) geometric constraint (1) temporal regularization (1) physical prior (1) monocular image (1) sparse transformer (1) geometric error (1) parametric spline (1) traffic line detection (1) anchor-free representation (1) road geometry (1)

Papers

SparseLaneSTP: Leveraging Spatio-Temporal Priors with Sparse Transformers for 3D Lane Detection ICCV 2025 LaneCPP: Continuous 3D Lane Detection using Physical Priors CVPR 2024 3D-SpLineNet: 3D Traffic Line Detection Using Parametric Spline Representations WACV 2023 Attacking Optical Flow ICCV 2019 Unsupervised Learning of Multi-Frame Optical Flow with Occlusions ECCV 2018 Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data CVPR 2017