Laina, Iro
- Deeper Depth Prediction with Fully Convolutional Residual Networks
2016/06/01 by Laina, Iro, Rupprecht, Christian, Belagiannis, Vasileios +2 · 22 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- CNN-SLAM: Real-time dense monocular SLAM with learned depth prediction
2017/04/11 by Keisuke Tateno, Federico Tombari, Tateno, Keisuke +5 · 22 citations
Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Vision and Imaging #Optical measurement and interference techniques
- Training-Free Layout Control with Cross-Attention Guidance
2023/04/06 by Minghao Chen, Iro Laina, Chen, Minghao +3 · 30 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Splatt3R: Zero-shot Gaussian Splatting from Uncalibrated Image Pairs
2024/08/25 by Brandon Smart, Smart, Brandon, Chuanxia Zheng +5 · 41 citations
Engineering · Computer Science · #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Infrared Target Detection Methodologies
- 2017 Robotic Instrument Segmentation Challenge
2019/02/18 by Max Allan, Alexey A. Shvets, Allan, Max +34 · 19 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- Learning in an Uncertain World: Representing Ambiguity Through Multiple\n Hypotheses
2016/12/01 by Christian Rupprecht, Iro Laina, Rupprecht, Christian +11 · 10 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning and Data Classification
- DGE: Direct Gaussian 3D Editing by Consistent Multi-view Editing
2024/04/29 by Chen, Minghao, Laina, Iro, Vedaldi, Andrea · 23 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Neural Feature Fusion Fields: 3D Distillation of Self-Supervised 2D Image Representations
2022/09/07 by Tschernezki, Vadim, Laina, Iro, Larlus, Diane +1 · 14 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
- RealFusion: 360° Reconstruction of Any Object from a Single Image
2023/02/21 by Melas-Kyriazi, Luke, Rupprecht, Christian, Laina, Iro +1 · 15 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Geo4D: Leveraging Video Generators for Geometric 4D Scene Reconstruction
2025/04/10 by Zeren Jiang, Chuanxia Zheng, Jiang, Zeren +7 · 1 voice · 27 citations
#cs.CV
- SHAP-EDITOR: Instruction-guided Latent 3D Editing in Seconds
2023/12/14 by Chen, Minghao, Xie, Junyu, Laina, Iro +1 · 14 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion
2023/06/07 by Yash Bhalgat, Bhalgat, Yash, Iro Laina +7 · 12 citations
Computer Science · #Advanced Neural Network Applications #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- PartGen: Part-level 3D Generation and Reconstruction with Multi-View Diffusion Models
2024/12/24 by Chen, Minghao, Shapovalov, Roman, Laina, Iro +4 · 20 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation
2021/08/29 by Laurynas Karazija, Karazija, Laurynas, Iro Laina +3 · 6 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Visual Attention and Saliency Detection #Robotics and Sensor-Based Localization
- Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization
2022/05/16 by Luke Melas-Kyriazi, Melas-Kyriazi, Luke, Christian Rupprecht +5 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- IM-3D: Iterative Multiview Diffusion and Reconstruction for High-Quality 3D Generation
2024/02/13 by Luke Melas-Kyriazi, Iro Laina, Melas-Kyriazi, Luke +11 · 8 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Image and Video Stabilization
- Diffusion Models for Open-Vocabulary Segmentation
2023/06/15 by Karazija, Laurynas, Laina, Iro, Vedaldi, Andrea +1 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Towards Unsupervised Image Captioning with Shared Multimodal Embeddings
2019/08/25 by Laina, Iro, Rupprecht, Christian, Navab, Nassir · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- N2F2: Hierarchical Scene Understanding with Nested Neural Feature Fields
2024/03/16 by Bhalgat, Yash, Laina, Iro, Henriques, João F. +2 · 8 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
- Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion
2022/05/16 by Subhabrata Choudhury, Choudhury, Subhabrata, Laurynas Karazija +7 · 4 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
- EPIC Fields: Marrying 3D Geometry and Video Understanding
2023/06/14 by Tschernezki, Vadim, Darkhalil, Ahmad, Zhu, Zhifan +5 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Semantic Image Manipulation Using Scene Graphs
2020/04/07 by Dhamo, Helisa, Farshad, Azade, Laina, Iro +4 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SynCity: Training-Free Generation of 3D Worlds
2025/03/20 by Engstler, Paul, Shtedritski, Aleksandar, Laina, Iro +2 · 10 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Unsupervised Part Discovery from Contrastive Reconstruction
2021/11/11 by Subhabrata Choudhury, Choudhury, Subhabrata, Iro Laina +5 · 3 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Concurrent Segmentation and Localization for Tracking of Surgical\n Instruments
2017/03/30 by Iro Laina, Laina, Iro, Nicola Rieke +11 · 2 citations
Engineering · Medicine · #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Soft Robotics and Applications #Surgical Simulation and Training
- When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models
2024/05/16 by Xianzheng Ma, Ma, Xianzheng, Brandon Smart +30 · 5 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
- Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns
2022/10/21 by Karazija, Laurynas, Choudhury, Subhabrata, Laina, Iro +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- AutoPartGen: Autogressive 3D Part Generation and Discovery
2025/07/17 by Minghao Chen, Jianyuan Wang, Chen, Minghao +15 · 15 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
- Invisible Stitch: Generating Smooth 3D Scenes with Depth Inpainting
2024/04/30 by Paul Engstler, Engstler, Paul, Andrea Vedaldi +5 · 4 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- The Curious Layperson: Fine-Grained Image Recognition without Expert Labels
2021/11/05 by Choudhury, Subhabrata, Laina, Iro, Rupprecht, Christian +1 · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning segmentation from point trajectories
2025/01/21 by Laurynas Karazija, Iro Laina, Karazija, Laurynas +5 · 1 voice · 4 citations
Engineering · #Manufacturing Process and Optimization
- Scaling Backwards: Minimal Synthetic Pre-training?
2024/08/01 by Nakamura, Ryo, Tadokoro, Ryu, Yamada, Ryosuke +6 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Dealing with Ambiguity in Robotic Grasping via Multiple Predictions
2018/11/02 by Ghazaei, Ghazal, Laina, Iro, Rupprecht, Christian +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Measuring the Interpretability of Unsupervised Representations via Quantized Reverse Probing
2022/09/07 by Iro Laina, Laina, Iro, Yuki M. Asano +3 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation
2023/11/24 by Engstler, Paul, Melas-Kyriazi, Luke, Rupprecht, Christian +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences