Boris Chidlovskii
Scholar

Boris Chidlovskii

Google Scholar ID: V7EJdOcAAAAJ
Principal Scientist, Naver Labs Europe
Artificial IntelligenceComputer VisionDeep LearningRoboticsData Mining
Citations & Impact
All-time
Citations
3,377
 
H-index
26
 
i10-index
63
 
Publications
20
 
Co-authors
21
list available
Resume (English only)
Academic Achievements
  • Published several papers, including:
  • - PanSt3R: Multi-view consistent panoptic segmentation
  • - MUSt3R: Multi-view Network for Stereo 3D Reconstruction
  • - Reasoning in visual navigation of end-to-end trained agents: a dynamical systems approach
  • - 3D-consistent image inpainting with diffusion models
  • - DUSt3R: Geometric 3D Vision Made Easy
  • - Learning to navigate efficiently and precisely in real environments
  • - Self-supervised pretraining and finetuning for monocular depth and visual odometry
  • - End-to-End (instance)-image goal navigation through correspondence as an emergent phenomenon
  • - Zero-BEV: Zero-shot projection of any first-person modality to BEV maps
  • - CroCo v2: Improved cross-view completion pre-training for stereo matching and optical flow
  • - Learning whom to trust in navigation: dynamically switching between classical and neural planning
  • - Multi-Object Navigation in real environments using hybrid policies
  • - CroCo: Self-Supervised Pretraining for 3D Vision Tasks by Cross-View Completion
  • - Semantic image segmentation: two decades of research
  • - PUMP: pyramidal and uniqueness matching priors for unsupervised learning of local features
  • - Unsupervised domain adaptation for semantic image segmentation: a comprehensive survey
  • - An in-depth experimental study of sensor usage and visual reasoning of robots navigating in real environments
  • - Learning synthetic to real transfer for localization and navigational tasks
  • - Magnetic field sensing for pedestrian and robot indoor positioning
  • - Learning from long-tailed data with noisy labels
  • - Universal domain adaptation in ordinal regression
Miscellany
  • Telephone number: +33 (0)4 76 61 50 25
  • E-mail address: boris.chidlovskii@naverlabs.com