PPaperPicks

Mathieu Salzmann

28 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8347-8637 ↗Google Scholar ↗Homepage ↗

Venues

CVPR ×8ECCV ×5ICLR ×5ICML ×3AAAI ×1ACM MM ×1BMVC ×1ECML-PKDD ×1ICCV ×1NeurIPS ×1WACV ×1

Frequent coauthors

Tong Zhang
×9
Alexandre Alahi
×4
Chen Zhao
×4
Sabine Süsstrunk
×4
Saqib Javed
×3
Xi Wang
×3
Megh Shukla
×3
Haoqi Wang
×2
Hieu Le
×2
Yinlin Hu
×2
Ekaterina Khramtsova
×2
Mahsa Baktashmotlagh
×2

Papers

  1. FastPose-ViT: A Vision Transformer for Real-Time Spacecraft Pose Estimation
    WACV 2026 ·
    Pierre Ancey
    ,
    Andrew Lawrence Price
    ,
    Saqib Javed
    , Mathieu Salzmann
  2. Demystifying Singular Defects in Large Language Models
    ICML 2025 ·
    Haoqi Wang
    ,
    Tong Zhang
    , Mathieu Salzmann
  3. Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds
    ICLR 2025 ·
    Shuangqi Li
    ,
    Hieu Le
    ,
    Jingyi Xu
    , Mathieu Salzmann
  4. Free-Moving Object Reconstruction and Pose Estimation with Virtual Camera
    AAAI 2025 ·
    Haixin Shi
    ,
    Yinlin Hu
    ,
    Daniel Koguciuk
    ,
    Juan-Ting Lin
    , Mathieu Salzmann,
    David Ferstl
  5. GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control
    CVPR 2025 ·
    Mariam Hassan
    ,
    Sebastian Stapf
    ,
    Ahmad Rahimi
    ,
    Pedro M. B. Rezende
    ,
    Yasaman Haghighi
    ,
    David Brüggemann
    ,
    Isinsu Katircioglu
    ,
    Lin Zhang
    ,
    Xiaoran Chen
    ,
    Suman Saha
    ,
    Marco Cannici
    ,
    Elie Aljalbout
    ,
    Botao Ye
    ,
    Xi Wang
    ,
    Aram Davtyan
    , Mathieu Salzmann,
    Davide Scaramuzza
    ,
    Marc Pollefeys
    ,
    Paolo Favaro
    ,
    Alexandre Alahi
  6. Leveraging Gradient Information for Out-of-Domain Performance Estimations
    ECML-PKDD 2025 ·
    Ekaterina Khramtsova
    ,
    Mahsa Baktashmotlagh
    ,
    Guido Zuccon
    ,
    Xi Wang
    , Mathieu Salzmann
  7. MotionMap: Representing Multimodality in Human Pose Forecasting
    CVPR 2025 ·
    Reyhaneh HosseiniNejad
    ,
    Megh Shukla
    ,
    Saeed Saadatnejad
    , Mathieu Salzmann,
    Alexandre Alahi
  8. QT-DoG: Quantization-Aware Training for Domain Generalization
    ICML 2025 ·
    Saqib Javed
    ,
    Hieu Le
    , Mathieu Salzmann
  9. Self-Ensembling Gaussian Splatting for Few-Shot Novel View Synthesis
    ICCV 2025 ·
    Chen Zhao
    ,
    Xuan Wang
    ,
    Tong Zhang
    ,
    Saqib Javed
    , Mathieu Salzmann
  10. Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression
    ICLR 2025 ·
    Megh Shukla
    ,
    Aziz Shameem
    , Mathieu Salzmann,
    Alexandre Alahi
  11. 3D Single-Object Tracking in Point Clouds with High Temporal Variation
    ECCV 2024 ·
    Qiao Wu
    ,
    Kun Sun
    ,
    Pei An
    , Mathieu Salzmann,
    Yanning Zhang
    ,
    Jiaqi Yang
  12. 3D-Aware Hypothesis & Verification for Generalizable Relative Object Pose Estimation
    ICLR 2024 ·
    Chen Zhao
    ,
    Tong Zhang
    , Mathieu Salzmann
  13. AttEntropy: On the Generalization Ability of Supervised Semantic Segmentation Transformers to New Objects in New Domains
    BMVC 2024 ·
    Krzysztof Baron-Lis
    ,
    Matthias Rottmann
    ,
    Annika Mütze
    ,
    Sina Honari
    ,
    Pascal Fua
    , Mathieu Salzmann
  14. CLOAF: CoLlisiOn-Aware Human Flow
    CVPR 2024 ·
    Andrey Davydov
    ,
    Martin Engilberge
    , Mathieu Salzmann,
    Pascal Fua
  15. DVMNet: Computing Relative Pose for Unseen Objects Beyond Hypotheses
    CVPR 2024 ·
    Chen Zhao
    ,
    Tong Zhang
    ,
    Zheng Dang
    , Mathieu Salzmann
  16. Data Augmentation via Latent Diffusion for Saliency Prediction
    ECCV 2024 ·
    Bahar Aydemir
    ,
    Deblina Bhattacharjee
    ,
    Tong Zhang
    , Mathieu Salzmann,
    Sabine Süsstrunk
  17. Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts
    NeurIPS 2024 ·
    Zhitong Gao
    ,
    Bingnan Li
    , Mathieu Salzmann,
    Xuming He
  18. GigaPose: Fast and Robust Novel Object Pose Estimation via One Correspondence
    CVPR 2024 ·
    Van Nguyen Nguyen
    ,
    Thibault Groueix
    , Mathieu Salzmann,
    Vincent Lepetit
  19. HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields
    CVPR 2024 ·
    Haozhe Qi
    ,
    Chen Zhao
    , Mathieu Salzmann,
    Alexander Mathis
  20. LiDAR-NeRF: Novel LiDAR View Synthesis via Neural Radiance Fields
    ACM MM 2024 ·
    Tang Tao
    ,
    Longfei Gao
    ,
    Guangrun Wang
    ,
    Yixing Lao
    ,
    Peng Chen
    ,
    Hengshuang Zhao
    ,
    Dayang Hao
    ,
    Xiaodan Liang
    , Mathieu Salzmann,
    Kaicheng Yu
  21. Mind Your Augmentation: The Key to Decoupling Dense Self-Supervised Learning
    ICLR 2024 ·
    Congpei Qiu
    ,
    Tong Zhang
    ,
    Yanhao Wu
    ,
    Wei Ke
    , Mathieu Salzmann,
    Sabine Süsstrunk
  22. Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning Through Object Exchange
    CVPR 2024 ·
    Yanhao Wu
    ,
    Tong Zhang
    ,
    Wei Ke
    ,
    Congpei Qiu
    ,
    Sabine Süsstrunk
    , Mathieu Salzmann
  23. NOPE: Novel Object Pose Estimation from a Single Image
    CVPR 2024 ·
    Van Nguyen Nguyen
    ,
    Thibault Groueix
    ,
    Georgy Ponimatkin
    ,
    Yinlin Hu
    ,
    Renaud Marlet
    , Mathieu Salzmann,
    Vincent Lepetit
  24. Neural SDF Flow for 3D Reconstruction of Dynamic Scenes
    ICLR 2024 ·
    Wei Mao
    ,
    Richard Hartley
    , Mathieu Salzmann,
    Miaomiao Liu
  25. SINDER: Repairing the Singular Defects of DINOv2
    ECCV 2024 ·
    Haoqi Wang
    ,
    Tong Zhang
    , Mathieu Salzmann
  26. Source-Free Domain-Invariant Performance Prediction
    ECCV 2024 ·
    Ekaterina Khramtsova
    ,
    Mahsa Baktashmotlagh
    ,
    Guido Zuccon
    ,
    Xi Wang
    , Mathieu Salzmann
  27. TIC-TAC: A Framework For Improved Covariance Estimation In Deep Heteroscedastic Regression
    ICML 2024 ·
    Megh Shukla
    , Mathieu Salzmann,
    Alexandre Alahi
  28. Unlocking Comics: The AI4VA Dataset for Visual Understanding
    ECCV 2024 ·
    Peter Grönquist
    ,
    Deblina Bhattacharjee
    ,
    Bahar Aydemir
    ,
    Baran Ozaydin
    ,
    Tong Zhang
    , Mathieu Salzmann,
    Sabine Süsstrunk