← Authors

Christopher Zach

23 papers · 2010–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (15) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (41) 🧭 Keyword Pioneer πŸ† Keyword Champion πŸ”¬ Deep Specialist (10) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (9) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (92) πŸ’Ž Century Club (23)

Conferences

CVPR (10) ICCV (5) ECCV (4) ICML (2) AISTATS (1) NIPS (1)

Top co-authors

Yaroslava Lochman (4) Huu Le (3) Guillaume Bourmaud (2) Carl Olsson (2) Je Hyeong Hong (2) Marc Pollefeys (2) Rasmus HΓΈier (2) Pulak Purkait (2) Andrew Fitzgibbon (2) Xixi Liu (2)

Keywords

bundle adjustment (4) robust estimation (4) 3d reconstruction (3) pose estimation (2) map inference (2) continuous optimization (2) convex relaxation (2) camera pose (2) variable projection (2) local minima (2) classification (1) structure from motion (1) rotation averaging (1) weak supervision (1) 3d vision (1) contrastive learning (1) uncertainty quantification (1) global optimization (1) parameter estimation (1) non-convex optimization (1)

Papers

Certifiably Optimal Anisotropic Rotation Averaging ICCV 2025
Two Tales of Single-Phase Contrastive Hebbian Learning ICML 2024
Learned Trajectory Embedding for Subspace Clustering CVPR 2024
TAG: Text Prompt Augmentation for Zero-Shot Out-of-Distribution Detection ECCV 2024
GEN: Pushing the Limits of Softmax-Based Out-of-Distribution Detection CVPR 2023
Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons ICML 2023
AdaSTE: An Adaptive Straight-Through Estimator To Train Binary Neural Networks CVPR 2022
BabelCalib: A Universal Approach to Calibrating Central Cameras ICCV 2021
SG-VAE: Scene Grammar Variational Autoencoder to generate new indoor scenes ECCV 2020
Truncated Inference for Latent Variable Optimization Problems: Application to Robust Estimation and Learning ECCV 2020
A Graduated Filter Method for Large Scale Robust Estimation CVPR 2020
Pareto Meets Huber: Efficiently Avoiding Poor Minima in Robust Estimation ICCV 2019
Descending, lifting or smoothing: Secrets of robust cost optimization ECCV 2018
pOSE: Pseudo Object Space Error for Initialization-Free Bundle Adjustment CVPR 2018
Revisiting the Variable Projection Method for Separable Nonlinear Least Squares Problems CVPR 2017
Rolling Shutter Correction in Manhattan World ICCV 2017
A Dynamic Programming Approach for Fast and Robust Object Pose Recognition From Range Images CVPR 2015
The Likelihood-Ratio Test and Efficient Robust Estimation ICCV 2015
A Principled Approach for Coarse-to-Fine MAP Inference CVPR 2014
Dual Decomposition for Joint Discrete-Continuous Optimization AISTATS 2013
Joint 3D Scene Reconstruction and Class Segmentation CVPR 2013
Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images CVPR 2013
Gated Softmax Classification NIPS 2010