Christopher Zach

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 65

Top Venues

Publications

Rasmus Kjær Høier, Christopher Zach
Two Tales of Single-Phase Contrastive Hebbian Learning. CoRR (2024)
Che-Tsung Lin, Chun Chet Ng, Zhi Qin Tan, Wan Jun Nah, Xinyu Wang, Jie-Long Kew, Po-Hao Hsu, Shang-Hong Lai, Chee Seng Chan, Christopher Zach
Text in the Dark: Extremely Low-Light Text Image Enhancement. CoRR (2024)
Chun Chet Ng, Che-Tsung Lin, Zhi Qin Tan, Xinyu Wang, Jie-Long Kew, Chee Seng Chan, Christopher Zach
When IC meets text: Towards a rich annotated integrated circuit text dataset. Pattern Recognit. 147 (2024)
Yadong Mao, Zhuqi Xiao, Che-Tsung Lin, Pedro Porto Buarque de Gusmão, Nicholas D. Lane, Christopher Zach, Mina Alibeigi
Decentralized Training of 3D Lane Detection with Automatic Labeling Using HD Maps. VTC2023-Spring (2023)
Rasmus Kjær Høier, D. Staudt, Christopher Zach
Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons. CoRR (2023)
Christopher Zach
Fully Variational Noise-Contrastive Estimation. SCIA (2) (2023)
Christopher Zach, Huu Le
Exploiting Redundancy for Large Scale Bundle Adjustment: In Partial Defense of Minimization by Alternation. SCIA (2) (2023)
Christopher Zach
Fully Variational Noise-Contrastive Estimation. CoRR (2023)
Wan Jun Nah, Chun Chet Ng, Che-Tsung Lin, Yeong Khang Lee, Jie-Long Kew, Zhi Qin Tan, Chee Seng Chan, Christopher Zach, Shang-Hong Lai
Rethinking Long-Tailed Visual Recognition with Dynamic Probability Smoothing and Frequency Weighted Focusing. ICIP (2023)
Xixi Liu, Yaroslava Lochman, Christopher Zach
GEN: Pushing the Limits of Softmax-Based Out-of-Distribution Detection. CVPR (2023)
Xixi Liu, Jennifer Alvén, Ida Häggström, Christopher Zach
Deep Nearest Neighbors for Anomaly Detection in Chest X-Rays. MLMI@MICCAI (2) (2023)
Rasmus Kjær Høier, D. Staudt, Christopher Zach
Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons. ICML (2023)
Che-Tsung Lin, Jie-Long Kew, Chee Seng Chan, Shang-Hong Lai, Christopher Zach
Cycle-object consistency for image-to-image domain adaptation. Pattern Recognit. 138 (2023)
Po-Hao Hsu, Che-Tsung Lin, Chun Chet Ng, Jie-Long Kew, Mei Yih Tan, Shang-Hong Lai, Chee Seng Chan, Christopher Zach
Extremely Low-light Image Enhancement with Scene Text Restoration. CoRR (2022)
Po-Hao Hsu, Che-Tsung Lin, Chun Chet Ng, Jie-Long Kew, Mei Yih Tan, Shang-Hong Lai, Chee Seng Chan, Christopher Zach
Extremely Low-Light Image Enhancement with Scene Text Restoration. ICPR (2022)
Xixi Liu, D. Staudt, Che-Tsung Lin, Christopher Zach
Effortless Training of Joint Energy-Based Models with Sliced Score Matching. ICPR (2022)
Xixi Liu, Che-Tsung Lin, Christopher Zach
Energy-based Models for Deep Probabilistic Regression. ICPR (2022)
Huu Le, Rasmus Kjær Høier, Che-Tsung Lin, Christopher Zach
AdaSTE: An Adaptive Straight-Through Estimator to Train Binary Neural Networks. CVPR (2022)
Jing Chong Beh, Kam Woh Ng, Jie-Long Kew, Che-Tsung Lin, Chee Seng Chan, Shang-Hong Lai, Christopher Zach
CyEDA: Cycle-Object Edge Consistency Domain Adaptation. ICIP (2022)
Huu Le, Rasmus Kjær Høier, Che-Tsung Lin, Christopher Zach
AdaSTE: An Adaptive Straight-Through Estimator to Train Binary Neural Networks. CoRR (2021)
Huu Le, Christopher Zach
Robust Fitting with Truncated Least Squares: A Bilevel Optimization Approach. 3DV (2021)
Yaroslava Lochman, Kostiantyn Liepieshov, Jianhui Chen, Michal Perdoch, Christopher Zach, James Pritts
BabelCalib: A Universal Approach to Calibrating Central Cameras. ICCV (2021)
Yaroslava Lochman, Kostiantyn Liepieshov, Jianhui Chen, Michal Perdoch, Christopher Zach, James Pritts
BabelCalib: A Universal Approach to Calibrating Central Cameras. CoRR (2021)
Christopher Zach
Bilevel Programming and Deep Learning: A Unifying View on Inference Learning Methods. CoRR (2021)
Huu Le, Christopher Zach
Escaping Poor Local Minima in Large Scale Robust Estimation. CoRR (2021)
Rasmus Kjær Høier, Christopher Zach
Lifted Regression/Reconstruction Networks. CoRR (2020)
Huu Le, Christopher Zach
A Graduated Filter Method for Large Scale Robust Estimation. CoRR (2020)
Huu Le, Christopher Zach
A Graduated Filter Method for Large Scale Robust Estimation. CVPR (2020)
Pulak Purkait, Christopher Zach, Ian Reid
SG-VAE: Scene Grammar Variational Autoencoder to Generate New Indoor Scenes. ECCV (24) (2020)
Huu Le, Christopher Zach, Edward Rosten, Oliver J. Woodford
Progressive Batching for Efficient Non-linear Least Squares. ACCV (3) (2020)
Christopher Zach, Huu Le
Truncated Inference for Latent Variable Optimization Problems: Application to Robust Estimation and Learning. CoRR (2020)
Huu Le, Christopher Zach, Edward Rosten, Oliver J. Woodford
Progressive Batching for Efficient Non-linear Least Squares. CoRR (2020)
Rasmus Kjær Høier, Christopher Zach
Lifted Regression/Reconstruction Networks. BMVC (2020)
Christopher Zach, Huu Le
Truncated Inference for Latent Variable Optimization Problems: Application to Robust Estimation and Learning. ECCV (26) (2020)
Pulak Purkait, Christopher Zach, Ian David Reid
Learning to generate new indoor scenes. CoRR (2019)
Eskil Jörgensen, Christopher Zach, Fredrik Kahl
Monocular 3D Object Detection and Box Fitting Trained End-to-End Using Intersection-over-Union Loss. CoRR (2019)
Christopher Zach, Guillaume Bourmaud
Pareto Meets Huber: Efficiently Avoiding Poor Minima in Robust Estimation. ICCV (2019)
Pulak Purkait, Christopher Zach, Ian D. Reid
Seeing Behind Things: Extending Semantic Segmentation to Occluded Regions. IROS (2019)
Christopher Zach, Virginia Estellers
Contrastive Learning for Lifted Networks. CoRR (2019)
Christopher Zach, Virginia Estellers
Contrastive Learning for Lifted Networks. BMVC (2019)
Pulak Purkait, Christopher Zach, Ian D. Reid
Seeing Behind Things: Extending Semantic Segmentation to Occluded Regions. CoRR (2019)
Je Hyeong Hong, Christopher Zach
pOSE: Pseudo Object Space Error for Initialization-Free Bundle Adjustment. CVPR (2018)
Christopher Zach
Generalized fusion moves for continuous label optimization. Comput. Vis. Image Underst. 173 (2018)
Pulak Purkait, Ujwal Bonde, Christopher Zach
Weakly Supervised Learning of Indoor Geometry by Dual Warping. 3DV (2018)
Pulak Purkait, Ujwal Bonde, Christopher Zach
Weakly supervised learning of indoor geometry by dual warping. CoRR (2018)
Rudra P. K. Poudel, Ujwal Bonde, Stephan Liwicki, Christopher Zach
ContextNet: Exploring Context and Detail for Semantic Segmentation in Real-time. CoRR (2018)
Pulak Purkait, Cheng Zhao, Christopher Zach
Synthetic View Generation for Absolute Pose Regression and Image Synthesis. BMVC (2018)
Pulak Purkait, Christopher Zach, Anders P. Eriksson
Methods. CoRR (2018)
Rudra P. K. Poudel, Ujwal Bonde, Stephan Liwicki, Christopher Zach
ContextNet: Exploring Context and Detail for Semantic Segmentation in Real-time. BMVC (2018)
Pulak Purkait, Christopher Zach
Minimal Solvers for Monocular Rolling Shutter Compensation Under Ackermann Motion. WACV (2018)
Christopher Zach, Guillaume Bourmaud
Multiplicative vs. Additive Half-Quadratic Minimization for Robust Cost Optimization. BMVC (2018)
Christopher Zach, Guillaume Bourmaud
Descending, Lifting or Smoothing: Secrets of Robust Cost Optimization. ECCV (12) (2018)
Christopher Zach, Guillaume Bourmaud
Iterated Lifting for Robust Cost Optimization. BMVC (2017)
Christopher Zach, Christian Häne
Discretized Convex Relaxations for the Piecewise Smooth Mumford-Shah Model. EMMCVPR (2017)
Stephan Liwicki, Christopher Zach
Scale Exploiting Minimal Solvers for Relative Pose with Calibrated Cameras. BMVC (2017)
Christian Hane, Christopher Zach, Andrea Cohen, Marc Pollefeys
Dense Semantic 3D Reconstruction. IEEE Trans. Pattern Anal. Mach. Intell. 39 (9) (2017)
Pulak Purkait, Christopher Zach
Minimal Solvers for Monocular Rolling Shutter Compensation under Ackermann Motion. CoRR (2017)
Pulak Purkait, Christopher Zach, Anders P. Eriksson
Maximum Consensus Parameter Estimation by Reweighted \ell _1 ℓ 1 Methods. EMMCVPR (2017)
Je Hyeong Hong, Christopher Zach, Andrew W. Fitzgibbon
Revisiting the Variable Projection Method for Separable Nonlinear Least Squares Problems. CVPR (2017)
Pulak Purkait, Cheng Zhao, Christopher Zach
SPP-Net: Deep Absolute Pose Regression with Synthetic Views. CoRR (2017)
Christopher Zach
Limited-Memory Belief Propagation via Nested Optimization. EMMCVPR (2017)
Pulak Purkait, Christopher Zach, Ales Leonardis
Rolling Shutter Correction in Manhattan World. ICCV (2017)
Christopher Zach
Generalized Fusion Moves for Continuous Label Optimization. ACCV (5) (2016)
Stephan Liwicki, Christopher Zach, Ondrej Miksik, Philip H. S. Torr
Coarse-to-fine Planar Regularization for Dense Monocular Depth Estimation. ECCV (2) (2016)
Je Hyeong Hong, Christopher Zach, Andrew W. Fitzgibbon, Roberto Cipolla
Projective Bundle Adjustment from Arbitrary Initialization Using the Variable Projection Method. ECCV (1) (2016)
Christopher Zach, Adrián Peñate Sánchez, Minh-Tri Pham
A dynamic programming approach for fast and robust object pose recognition from range images. CVPR (2015)
Christopher Zach
A Novel Tree Block-Coordinate Method for MAP Inference. GCPR (2015)
Andrea Cohen, Christopher Zach
The Likelihood-Ratio Test and Efficient Robust Estimation. ICCV (2015)
David Kim, Shahram Izadi, Jakub Dostal, Christoph Rhemann, Cem Keskin, Christopher Zach, Jamie Shotton, Timothy A. Large, Steven Bathiche, Matthias Nießner, D. Alex Butler, Sean Ryan Fanello, Vivek Pradeep
RetroDepth: 3D silhouette sensing for high-precision input on and above physical surfaces. CHI (2014)
Christopher Zach
A Principled Approach for Coarse-to-Fine MAP Inference. CVPR (2014)
Michael Zollhöfer, Matthias Nießner, Shahram Izadi, Christoph Rhemann, Christopher Zach, Matthew Fisher, Chenglei Wu, Andrew W. Fitzgibbon, Charles T. Loop, Christian Theobalt, Marc Stamminger
Real-time non-rigid reconstruction using an RGB-D camera. ACM Trans. Graph. 33 (4) (2014)
Liang Shan, Christopher Zach, Cecil Charles, Marc Niethammer
Automatic atlas-based three-label cartilage segmentation from MR knee images. Medical Image Anal. 18 (7) (2014)
Christopher Zach, Christian Hane, Marc Pollefeys
What Is Optimized in Convex Relaxations for Multilabel Problems: Connecting Discrete and Continuously Inspired MAP Inference. IEEE Trans. Pattern Anal. Mach. Intell. 36 (1) (2014)
Christopher Zach
Robust Bundle Adjustment Revisited. ECCV (5) (2014)
Tian Cao, Christopher Zach, Shannon Modla, Debbie Powell, Kirk Czymmek, Marc Niethammer
Multi-modal registration for correlative microscopy using image analogies. Medical Image Anal. 18 (6) (2014)
Bernhard Zeisl, Christopher Zach, Marc Pollefeys
Variational Regularization and Fusion of Surface Normal Maps. 3DV (2014)
Christian Hane, Christopher Zach, Andrea Cohen, Roland Angst, Marc Pollefeys
Joint 3D Scene Reconstruction and Class Segmentation. CVPR (2013)
Marc Niethammer, Christopher Zach
Segmentation with area constraints. Medical Image Anal. 17 (1) (2013)
Jamie Shotton, Ben Glocker, Christopher Zach, Shahram Izadi, Antonio Criminisi, Andrew W. Fitzgibbon
Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images. CVPR (2013)
Christopher Zach, Christian Häne
Compact Relaxations for MAP Inference in Pairwise MRFs with Piecewise Linear Priors. CoRR (2013)
Christopher Zach
Dual Decomposition for Joint Discrete-Continuous Optimization. AISTATS (2013)
Vivek Pradeep, Christoph Rhemann, Shahram Izadi, Christopher Zach, Michael Bleyer, Steven Bathiche
MonoFusion: Real-time 3D reconstruction of small scenes with a single web camera. ISMAR (2013)
Christopher Zach, Christian Hane, Marc Pollefeys
What is optimized in tight convex relaxations for multi-label problems? CVPR (2012)
Tian Cao, Christopher Zach, Shannon Modla, Debbie Powell, Kirk Czymmek, Marc Niethammer
Registration for Correlative Microscopy Using Image Analogies. WBIR (2012)
José Henrique Brito, Roland Angst, Kevin Köser, Christopher Zach, Pedro Branco, Manuel João Ferreira, Marc Pollefeys
Unknown Radial Distortion Centers in Multiple View Geometry Problems. ACCV (4) (2012)
José Henrique Brito, Christopher Zach, Kevin Köser, Manuel Ferreira, Marc Pollefeys
One-sided Radial-Fundamental Matrix Estimation. BMVC (2012)
Arnold Irschara, Christopher Zach, Manfred Klopschitz, Horst Bischof
Large-scale, dense city reconstruction from user-contributed photos. Comput. Vis. Image Underst. 116 (1) (2012)
Christian Hane, Christopher Zach, Bernhard Zeisl, Marc Pollefeys
A Patch Prior for Dense 3D Reconstruction in Man-Made Environments. 3DIMPVT (2012)
Andrea Cohen, Christopher Zach, Sudipta N. Sinha, Marc Pollefeys
Discovering and exploiting 3D symmetries in structure from motion. CVPR (2012)
Christopher Zach, Pushmeet Kohli
A Convex Discrete-Continuous Approach for Markov Random Fields. ECCV (6) (2012)
Bernhard Zeisl, Christopher Zach, Marc Pollefeys
Stereo Reconstruction of Building Interiors with a Vertical Structure Prior. 3DIMPVT (2011)
Christian Hane, Christopher Zach, Jongwoo Lim, Ananth Ranganathan, Marc Pollefeys
Stereo depth map fusion for robot navigation. IROS (2011)
Claudia Kuster, Tiberiu Popa, Christopher Zach, Craig Gotsman, Markus H. Gross
FreeCam: A Hybrid Camera System for Interactive Free-Viewpoint Video. VMV (2011)
Roland Angst, Christopher Zach, Marc Pollefeys
The generalized trace-norm and its application to structure-from-motion problems. ICCV (2011)
Marc Pollefeys, Jan-Michael Frahm, Friedrich Fraundorfer, Christopher Zach, Changchang Wu, Brian Clipp, David Gallup
Challenges in Wide-area Structure-from-motion. Inf. Media Technol. 6 (1) (2011)
Alexander G. Schwing, Christopher Zach, Yefeng Zheng, Marc Pollefeys
Adaptive random forest - How many "experts" to ask before making a decision? CVPR (2011)
Kevin Köser, Christopher Zach, Marc Pollefeys
Dense 3D Reconstruction of Symmetric Scenes from a Single Image. DAGM-Symposium (2011)
Roland Memisevic, Christopher Zach, Geoffrey E. Hinton, Marc Pollefeys
Gated Softmax Classification. NIPS (2010)
Liang Shan, Christopher Zach, Marc Niethammer
Automatic three-label bone segmentation from knee MR images. ISBI (2010)
Marc Pollefeys, Jan-Michael Frahm, Friedrich Fraundorfer, Christopher Zach, Changchang Wu, Brian Clipp, David Gallup
Challenges in Wide-area Structure-from-motion. IPSJ Trans. Comput. Vis. Appl. 2 (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christopher Zach