M. Salzmann

Most-cited papers

History Repeats Itself: Human Motion Prediction via Motion Attention
Wei Mao, Miao-Miao Liu, M. Salzmann
2020European Conference on Computer Vision383 citations Open access
Semantic Scholar
SegmentMeIfYouCan: A Benchmark for Anomaly Segmentation
Robin Chan, Krzysztof Baron-Lis, Svenja Uhlemeyer, H. Blum +5 more
2021NeurIPS Datasets and Benchmarks210 citations
Semantic Scholar
CLIP the Gap: A Single Domain Generalization Approach for Object Detection
Vidit Vidit, Martin Engilberge, M. Salzmann
2023Computer Vision and Pattern Recognition169 citations Open access
Semantic Scholar
A Stochastic Conditioning Scheme for Diverse Human Motion Prediction
Sadegh Aliakbarian, Fatemeh Sadat Saleh, M. Salzmann, Lars Petersson +1 more
2020Computer Vision and Pattern Recognition142 citations Open access
Semantic Scholar
Wide-Depth-Range 6D Object Pose Estimation in Space
Yinlin Hu, Sébastien Speierer, Wenzel Jakob, P. Fua +1 more
2021Computer Vision and Pattern Recognition120 citations Open access
Semantic Scholar
Generating Smooth Pose Sequences for Diverse Human Motion Prediction
Wei Mao, Miao-Miao Liu, M. Salzmann
2021IEEE International Conference on Computer Vision114 citations Open access
Semantic Scholar
Progressive Correspondence Pruning by Consensus Learning
Chen Zhao, Yixiao Ge, Feng Zhu, Rui Zhao +2 more
2021IEEE International Conference on Computer Vision113 citations Open access
Semantic Scholar
Templates for 3D Object Pose Estimation Revisited: Generalization to New Objects and Robustness to Occlusions
Van Nguyen Nguyen, Yinlin Hu, Yang Xiao, M. Salzmann +1 more
2022Computer Vision and Pattern Recognition107 citations Open access
Semantic Scholar
On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them
Chen Liu, M. Salzmann, Tao Lin, Ryota Tomioka +1 more
2020Neural Information Processing Systems104 citations
Semantic Scholar
Multi-level Motion Attention for Human Motion Prediction
Wei Mao, Miao-Miao Liu, M. Salzmann, Hong-Dong Li
2021International Journal of Computer Vision102 citations Open access
Semantic Scholar
MuIT: An End-to-End Multitask Learning Transformer
Deblina Bhattacharjee, Tong Zhang, S. Süsstrunk, M. Salzmann
2022Computer Vision and Pattern Recognition101 citations Open access
Semantic Scholar
Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking
F. Saleh, Sadegh Aliakbarian, Hamid Rezatofighi, M. Salzmann +1 more
2020Computer Vision and Pattern Recognition87 citations Open access
Semantic Scholar
LiDAR-NeRF: Novel LiDAR View Synthesis via Neural Radiance Fields
Tang Tao, Longfei Gao, Guang-Run Wang, Yixing Lao +6 more
2023ACM Multimedia77 citations Open access
Semantic Scholar
Learning Transferable Adversarial Perturbations
K. K. Nakka, M. Salzmann
2021Neural Information Processing Systems75 citations
Semantic Scholar
DUNIT: Detection-Based Unsupervised Image-to-Image Translation
Deblina Bhattacharjee, Seungryong Kim, Guillaume Vizier, M. Salzmann
2020Computer Vision and Pattern Recognition75 citations Open access
Semantic Scholar
Robust Outlier Rejection for 3D Registration with Variational Bayes
Hao-Bo Jiang, Zheng Dang, Zhen Wei, Jin Xie +2 more
2023Computer Vision and Pattern Recognition70 citations Open access
Semantic Scholar
DrapeNet: Garment Generation and Self-Supervised Draping
Luca De Luigi, Ren Li, Benoît Guillard, M. Salzmann +1 more
2022Computer Vision and Pattern Recognition69 citations Open access
Semantic Scholar
Detecting Road Obstacles by Erasing Them
Krzysztof Baron-Lis, S. Honari, P. Fua, M. Salzmann
2020IEEE Transactions on Pattern Analysis and Machine Intelligence59 citations Open access
Semantic Scholar
Fast Adversarial Training With Adaptive Step Size
Zhichao Huang, Yanbo Fan, Chen Liu, Wei-Zhong Zhang +4 more
2022IEEE Transactions on Image Processing58 citations Open access
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GarNet++: Improving Fast and Accurate Static 3D Cloth Draping by Curvature Loss
Erhan Gundogdu, Victor Constantin, Shaifali Parashar, Amrollah Seifoddini +3 more
2020IEEE Transactions on Pattern Analysis and Machine Intelligence57 citations Open access
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NOPE: Novel Object Pose Estimation from a Single Image
Van Nguyen Nguyen, Thibault Groueix, Georgy Ponimatkin, Yinlin Hu +3 more
2023Computer Vision and Pattern Recognition55 citations Open access
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Geometry-Aware Deep Recurrent Neural Networks for Hyperspectral Image Classification
Siyuan Hao, Wei Wang, M. Salzmann
2021IEEE Transactions on Geoscience and Remote Sensing52 citations Open access
Semantic Scholar
Adversarial Parametric Pose Prior
Andrey Davydov, Anastasia Remizova, Victor Constantin, S. Honari +2 more
2021Computer Vision and Pattern Recognition51 citations Open access
Semantic Scholar
Perspective Flow Aggregation for Data-Limited 6D Object Pose Estimation
Yinlin Hu, P. Fua, M. Salzmann
2022European Conference on Computer Vision50 citations Open access
Semantic Scholar
Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy
Tong Zhang, Cong-Pei Qiu, Wei Ke, S. Süsstrunk +1 more
2022Computer Vision and Pattern Recognition47 citations Open access
Semantic Scholar
Contextually Plausible and Diverse 3D Human Motion Prediction
Sadegh Aliakbarian, F. Saleh, Lars Petersson, S. Gould +1 more
2020IEEE International Conference on Computer Vision45 citations Open access
Semantic Scholar
Motion Prediction Using Temporal Inception Module
Tim Lebailly, Sena Kiciroglu, M. Salzmann, P. Fua +1 more
2020Asian Conference on Computer Vision45 citations Open access
Semantic Scholar
Contact-aware Human Motion Forecasting
Wei Mao, Miao-Miao Liu, R. Hartley, M. Salzmann
2022Neural Information Processing Systems44 citations Open access
Semantic Scholar
Robust Differentiable SVD
Wei Wang, Zheng Dang, Yinlin Hu, P. Fua +1 more
2021IEEE Transactions on Pattern Analysis and Machine Intelligence43 citations Open access
Semantic Scholar
Weakly-supervised Action Transition Learning for Stochastic Human Motion Prediction
Wei Mao, Miao-Miao Liu, M. Salzmann
2022Computer Vision and Pattern Recognition42 citations Open access
Semantic Scholar
Counting People by Estimating People Flows
Weizhe Liu, M. Salzmann, P. Fua
2020IEEE Transactions on Pattern Analysis and Machine Intelligence42 citations Open access
Semantic Scholar
TempSAL - Uncovering Temporal Information for Deep Saliency Prediction
Bahar Aydemir, Ludo Hoffstetter, Tong Zhang, M. Salzmann +1 more
2023Computer Vision and Pattern Recognition41 citations Open access
Semantic Scholar
How to Train Your Super-Net: An Analysis of Training Heuristics in Weight-Sharing NAS
Kaicheng Yu, René Ranftl, M. Salzmann
2020arXiv.org38 citations
Semantic Scholar
Spatiotemporal Self-Supervised Learning for Point Clouds in the Wild
Yanhao Wu, Tong Zhang, Wei Ke, Sabine Susstrunk +1 more
2023Computer Vision and Pattern Recognition37 citations Open access
Semantic Scholar
Center-aware Adversarial Augmentation for Single Domain Generalization
Tianle Chen, Mahsa Baktashmotlagh, Zi-Jian Wang, M. Salzmann
2023IEEE Workshop/Winter Conference on Applications of Computer Vision33 citations Open access
Semantic Scholar
Better Patch Stitching for Parametric Surface Reconstruction
Zhantao Deng, Jan Bednarík, M. Salzmann, P. Fua
2020International Conference on 3D Vision30 citations Open access
Semantic Scholar
Fusing Local Similarities for Retrieval-based 3D Orientation Estimation of Unseen Objects
Chen Zhao, Yinlin Hu, M. Salzmann
2022European Conference on Computer Vision28 citations Open access
Semantic Scholar
3D Pose Based Feedback for Physical Exercises
Zi-Yi Zhao, Sena Kiciroglu, Hugues Vinzant, Yuan-Chen Cheng +3 more
2022Asian Conference on Computer Vision25 citations Open access
Semantic Scholar
Vision Transformer Adapters for Generalizable Multitask Learning
Deblina Bhattacharjee, S. Süsstrunk, M. Salzmann
2023IEEE International Conference on Computer Vision24 citations Open access
Semantic Scholar
Learning-based Point Cloud Registration for 6D Object Pose Estimation in the Real World
Zheng Dang, Lizhou Wang, Yu Guo, M. Salzmann
2022European Conference on Computer Vision23 citations Open access
Semantic Scholar
Rigidity-Aware Detection for 6D Object Pose Estimation
Yang Hai, Rui Song, Jiao-Jiao Li, M. Salzmann +1 more
2023Computer Vision and Pattern Recognition22 citations Open access
Semantic Scholar
PCLs: Geometry-aware Neural Reconstruction of 3D Pose with Perspective Crop Layers
Frank Yu, M. Salzmann, P. Fua, Helge Rhodin
2020Computer Vision and Pattern Recognition22 citations Open access
Semantic Scholar
Knowledge Distillation for 6D Pose Estimation by Aligning Distributions of Local Predictions
Shuxuan Guo, Yinlin Hu, J. Álvarez, M. Salzmann
2022Computer Vision and Pattern Recognition21 citations Open access
Semantic Scholar
Attention-based domain adaptation for single-stage detectors
Vidit Vidit, M. Salzmann
2021Machine Vision and Applications21 citations Open access
Semantic Scholar
Visual Correspondences for Unsupervised Domain Adaptation on Electron Microscopy Images
Róger Bermúdez-Chacón, Okan Altingövde, C. Becker, M. Salzmann +1 more
2020IEEE Transactions on Medical Imaging21 citations Open access
Semantic Scholar
Local Non-Rigid Structure-From-Motion From Diffeomorphic Mappings
Shaifali Parashar, M. Salzmann, P. Fua
2020Computer Vision and Pattern Recognition21 citations Open access
Semantic Scholar
Learning 3D-3D Correspondences for One-shot Partial-to-partial Registration
Zheng Dang, Fei Wang, M. Salzmann
2020arXiv.org21 citations
Semantic Scholar
LocPoseNet: Robust Location Prior for Unseen Object Pose Estimation
Chen Zhao, Yinlin Hu, M. Salzmann
2022International Conference on 3D Vision20 citations Open access
Semantic Scholar
Landmark Regularization: Ranking Guided Super-Net Training in Neural Architecture Search
Kaicheng Yu, René Ranftl, M. Salzmann
2021Computer Vision and Pattern Recognition20 citations Open access
Semantic Scholar
On the Impact of Hard Adversarial Instances on Overfitting in Adversarial Training
Chen Liu, Zhichao Huang, M. Salzmann, Tong Zhang +1 more
2021Journal of machine learning research19 citations
Semantic Scholar