Sotabase

Career

· Postdoctoral Research Assistant, University of Oxford2020–
· Research Assistant, Technical University Munich2016–2020
· Master of Science (MSc), Biomedical Computing, Technical University Munich2013–2015
· Diploma, Electrical and Computer Engineering, National Technical University of Athens2007–2013

Publications (49)

Deeper Depth Prediction with Fully Convolutional Residual Networks
International Conference on 3D Vision · 2016
1,961
cited
CNN-SLAM: Real-Time Dense Monocular SLAM with Learned Depth Prediction
Computer Vision and Pattern Recognition · 2017
753
cited
RealFusion 360° Reconstruction of Any Object from a Single Image
Computer Vision and Pattern Recognition · 2023
351
cited
Training-Free Layout Control with Cross-Attention Guidance
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2023
319
cited
2017 Robotic Instrument Segmentation Challenge
arXiv.org · 2019
276
cited
Neural Feature Fusion Fields: 3D Distillation of Self-Supervised 2D Image Representations
International Conference on 3D Vision · 2022
232
cited
Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses
IEEE International Conference on Computer Vision · 2016
207
cited
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization
Computer Vision and Pattern Recognition · 2022
188
cited
Concurrent Segmentation and Localization for Tracking of Surgical Instruments
International Conference on Medical Image Computing and Computer-Assisted Intervention · 2017
154
cited
Semantic Image Manipulation Using Scene Graphs
Computer Vision and Pattern Recognition · 2020
136
cited
Towards Unsupervised Image Captioning With Shared Multimodal Embeddings
IEEE International Conference on Computer Vision · 2019
112
cited
Splatt3R: Zero-shot Gaussian Splatting from Uncalibrated Image Pairs
arXiv.org · 2024
108
cited
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation
NeurIPS Datasets and Benchmarks · 2021
103
cited
IM-3D: Iterative Multiview Diffusion and Reconstruction for High-Quality 3D Generation
International Conference on Machine Learning · 2024
87
cited
Unsupervised Part Discovery from Contrastive Reconstruction
Neural Information Processing Systems · 2021
71
cited
DGE: Direct Gaussian 3D Editing by Consistent Multi-view Editing
European Conference on Computer Vision · 2024
70
cited
Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion
Neural Information Processing Systems · 2023
64
cited
Peeking Behind Objects: Layered Depth Prediction from a Single Image
Pattern Recognition Letters · 2018
64
cited
Diffusion Models for Open-Vocabulary Segmentation
European Conference on Computer Vision · 2023
59
cited
Finding an Unsupervised Image Segmenter in Each of Your Deep Generative Models
International Conference on Learning Representations · 2021
59
cited
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Iro Laina | Researcher Profile | Sotabase | Sotabase