Jan-Michael Frahm

26 papers · 2014–2024 · 5 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (43) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird

🔬 Deep Specialist (14) 💎 Century Club · Bronze 🚀 Conference Pioneer 📈 Trend Setter ⚡ Prolific Year · Productive 🗃️ Keyword Collector (145) 🔥 Unstoppable · Bronze

Venues

CVPR (18) ICCV (5) AAAI (1) ECCV (1) WACV (1)

Top co-authors

Enrique Dunn (8) Johannes L. Schonberger (6) Akash Bapat (4) True Price (3) Hyo Jin Kim (3) Dinghuang Ji (3) Enliang Zheng (3) Thanh Vu (2) Filip Radenovic (2) Rui Wang (2)

Research topics

Computer Vision (23) Analysis (22) Machine Learning (10) Deep Learning (8) Optimization & Theory (6) Processing (6) Architectures (4) Core AI (4) Core Methods (4) Learning Types (4) Mathematics & Optimization (3) Domain-Specific (3) Optimization (3) Computer Science (2) Application Areas (2)

Keywords

3d reconstruction (11) structure from motion (5) depth estimation (5) stereo matching (2) image geo-localization (2) pose estimation (2) multi-view reconstruction (2) image representation (2) satellite imagery (2) multi-view stereo (2) convolutional neural network (2) multi-task learning (2) neural network (2) image retrieval (1) em algorithm (1) domain adaptation (1) probabilistic inference (1) disparity estimation (1) transfer learning (1) compressed sensing (1)

Papers

Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond AAAI 2024 A Practical Stereo Depth System for Smart Glasses CVPR 2023 MVPSNet: Fast Generalizable Multi-view Photometric Stereo ICCV 2023 Toward Edge-Efficient Dense Predictions With Synergistic Multi-Task Neural Architecture Search WACV 2023 Boundary-Aware 3D Building Reconstruction From a Single Overhead Image CVPR 2020 Tangent Images for Mitigating Spherical Distortion CVPR 2020 VPLNet: Deep Single View Normal Estimation With Vanishing Points and Lines CVPR 2020 Recurrent Neural Network for (Un-)Supervised Learning of Monocular Video Visual Odometry and Depth CVPR 2019 The Domain Transform Solver CVPR 2019 Augmenting Crowd-Sourced 3D Reconstructions Using Semantic Detections CVPR 2018 Hierarchy of Alternating Specialists for Scene Recognition ECCV 2018 Rolling Shutter and Radial Distortion Are Features for High Frame Rate Multi-Camera Tracking CVPR 2018 Learned Contextual Feature Reweighting for Image Geo-Localization CVPR 2017 The Misty Three Point Algorithm for Relative Pose CVPR 2017 From Dusk Till Dawn: Modeling in the Dark CVPR 2016 Structure-From-Motion Revisited CVPR 2016 Adaptive Eye-Camera Calibration for Head-Worn Devices CVPR 2015 From Single Image Query to Detailed 3D Reconstruction CVPR 2015 Minimal Solvers for 3D Geometry From Satellite Imagery ICCV 2015 PAIGE: PAirwise Image Geometry Encoding for Improved Efficiency in Structure-From-Motion CVPR 2015 Predicting Good Features for Image Geo-Localization Using Per-Bundle VLAD ICCV 2015 Reconstructing the World* in Six Days *(As Captured by the Yahoo 100 Million Image Dataset) CVPR 2015 Sparse Dynamic 3D Reconstruction From Unsynchronized Videos ICCV 2015 Synthesizing Illumination Mosaics From Internet Photo-Collections ICCV 2015 PatchMatch Based Joint View Selection and Depthmap Estimation CVPR 2014 Stereo under Sequential Optimal Sampling: A Statistical Analysis Framework for Search Space Reduction CVPR 2014