Cristian Sminchisescu
- Relative Flatness and Generalization
2020/01/03 by Henning Petzka, Petzka, Henning, Michael Kamp +7 · 16 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing
2022/04/19 by Thiemo Alldieck, Mihai Zanfir, Alldieck, Thiemo +3 · 11 citations
Computer Science · Engineering · Physics and Astronomy · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Color Science and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- VLOGGER: Multimodal Diffusion for Embodied Avatar Synthesis
2024/03/13 by Enric Corona, Andrei Zanfir, Corona, Enric +9 · 12 citations
Engineering · Computer Science · Psychology · #Human Motion and Animation #Human Pose and Action Recognition #Social Robot Interaction and HRI
- Actions in the Eye: Dynamic Gaze Datasets and Learnt Saliency Models for\n Visual Recognition
2013/12/29 by Stefan Mathe, Mathe, Stefan, Cristian Sminchisescu +1 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
- Self-supervised Learning with Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera
2019/07/12 by Yuhua Chen, Chen, Yuhua, Cordelia Schmid +3 · 5 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques #Robotics and Sensor-Based Localization
- imGHUM: Implicit Generative Models of 3D Human Shape and Articulated\n Pose
2021/08/24 by Thiemo Alldieck, Alldieck, Thiemo, Hongyi Xu +3 · 6 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Machine Learning (cs.LG)
- DreamHuman: Animatable 3D Avatars from Text
2023/06/15 by Nikos Kolotouros, Thiemo Alldieck, Kolotouros, Nikos +9 · 8 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
- Score Distillation Sampling with Learned Manifold Corrective
2024/01/10 by Thiemo Alldieck, Alldieck, Thiemo, Nikos Kolotouros +3 · 9 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Vision and Imaging #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion
2021/10/26 by Hongyi Xu, Thiemo Alldieck, Xu, Hongyi +3 · 5 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Human Pose and Action Recognition
- Non-attracting Regions of Local Minima in Deep and Wide Neural Networks
2018/12/16 by Henning Petzka, Petzka, Henning, Cristian Sminchisescu +1 · 3 citations
Computer Science · Engineering · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Sparse and Compressive Sensing Techniques
- Reconstructing Three-Dimensional Models of Interacting Humans
2023/08/03 by Mihai Fieraru, Mihai Zanfir, Fieraru, Mihai +9 · 5 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- Transformer-Based Learned Optimization
2022/12/02 by Erik Gärtner, Luke Metz, Gärtner, Erik +7 · 4 citations
Computer Science · #Human Pose and Action Recognition #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis
- Structured 3D Features for Reconstructing Controllable Avatars
2022/12/13 by Enric Corona, Corona, Enric, Mihai Zanfir +9 · 4 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Range Conditioned Dilated Convolutions for Scale Invariant 3D Object Detection
2020/05/20 by Alex Bewley, Bewley, Alex, Pei Sun +7 · 5 citations
Engineering · Computer Science · Physics and Astronomy · #Robotics and Sensor-Based Localization #Advanced Neural Network Applications #Advanced Optical Sensing Technologies
- HUM3DIL: Semi-supervised Multi-modal 3D Human Pose Estimation for Autonomous Driving
2022/12/15 by Andrei Zanfir, Mihai Zanfir, Zanfir, Andrei +11 · 3 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- A Reparameterization-Invariant Flatness Measure for Deep Neural Networks
2019/11/29 by Henning Petzka, Petzka, Henning, Linara Adilova +5 · 3 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
- Combining Implicit Function Learning and Parametric Models for 3D Human\n Reconstruction
2020/07/22 by Bharat Lal Bhatnagar, Cristian Sminchisescu, Bhatnagar, Bharat Lal +5 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
- HSPACE: Synthetic Parametric Humans Animated in Complex Environments
2021/12/23 by Eduard Gabriel Băzăvan, Bazavan, Eduard Gabriel, Andrei Zanfir +9 · 2 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- PhoMoH: Implicit Photorealistic 3D Models of Human Heads
2022/12/14 by Mihai Zanfir, Thiemo Alldieck, Zanfir, Mihai +3 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
- Post-hoc Calibration of Neural Networks by g-Layers
2020/06/23 by Amir Rahimi, Rahimi, Amir, Thomas Mensink +9 · 1 citation
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- DiffHuman: Probabilistic Photorealistic 3D Reconstruction of Humans
2024/03/30 by Akash Sengupta, Sengupta, Akash, Thiemo Alldieck +9 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- A Real-Time Online Learning Framework for Joint 3D Reconstruction and Semantic Segmentation of Indoor Scenes
2021/08/11 by Davide Menini, Suryansh Kumar, Menini, Davide +9 · 1 citation
Computer Science · Engineering · Environmental Science · #Advanced Vision and Imaging #Robotics and Sensor-Based Localization #Remote Sensing and LiDAR Applications
- Learned Neural Physics Simulation for Articulated 3D Human Pose Reconstruction
2024/10/15 by Mykhaylo Andriluka, Andriluka, Mykhaylo, Baruch Tabanpour +5 · 2 citations
Computer Science · #Human Pose and Action Recognition