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Jianxiong Xiao

17 papers · 2012–2017 · 3 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (5) πŸ—ΊοΈ Taxonomy Completionist (30) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (7) 🌍 Conference Polyglot (3) 🌟 Keyword Trendsetter Combo (8) πŸ† Keyword Champion (3) πŸ’Ž Century Club (17) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (6) πŸ—ƒοΈ Keyword Collector (99) ⚑ Prolific Year (6) πŸš€ Conference Pioneer

Conferences

CVPR (8) ICCV (6) NIPS (3)

Top co-authors

Antonio Torralba (5) Shuran Song (5) Fisher Yu (2) Andrew Owens (2) Aude Oliva (2) Thomas Funkhouser (2) Yinda Zhang (2) Aditya Khosla (2) Bryan Russell (1) Alain Kornhauser (1)

Research topics

Computer Vision (1)

Keywords

3d reconstruction (4) scene understanding (4) convolutional neural network (3) scene classification (3) semantic segmentation (2) 3d vision (2) structure from motion (2) object detection (2) bundle adjustment (2) depth estimation (2) autonomous driving (1) self-supervised learning (1) branch and bound (1) transfer learning (1) video tracking (1) point cloud registration (1) object tracking (1) gaussian process (1) object localization (1) 3d correspondence (1)

Papers

DeepContext: Context-Encoding Neural Pathways for 3D Holistic Scene Understanding ICCV 2017
3DMatch: Learning Local Geometric Descriptors From RGB-D Reconstructions CVPR 2017
Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images CVPR 2016
3D ShapeNets: A Deep Representation for Volumetric Shapes CVPR 2015
SUN RGB-D: A RGB-D Scene Understanding Benchmark Suite CVPR 2015
Semantic Alignment of LiDAR Data at City Scale CVPR 2015
DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving ICCV 2015
Local Readjustment for High-Resolution 3D Reconstruction CVPR 2014
Learning Deep Features for Scene Recognition using Places Database NIPS 2014
Characterizing Layouts of Outdoor Scenes Using Spatial Topic Processes ICCV 2013
Tracking Revisited Using RGBD Camera: Unified Benchmark and Baselines ICCV 2013
Shape Anchors for Data-Driven Multi-view Reconstruction ICCV 2013
A Linear Approach to Matching Cuboids in RGBD Images CVPR 2013
SUN3D: A Database of Big Spaces Reconstructed Using SfM and Object Labels ICCV 2013
FrameBreak: Dramatic Image Extrapolation by Guided Shift-Maps CVPR 2013
Localizing 3D cuboids in single-view images NIPS 2012
Memorability of Image Regions NIPS 2012