Sminchisescu, Cristian

102 publications

CVPR 2025 VLOGGER: Multimodal Diffusion for Embodied Avatar Synthesis Enric Corona, Andrei Zanfir, Eduard Gabriel Bazavan, Nikos Kolotouros, Thiemo Alldieck, Cristian Sminchisescu

NeurIPSW 2024 Applications of Fractional Calculus in Learned Optimization Teodor Alexandru Szente, James Harrison, Mihai Zanfir, Cristian Sminchisescu

CVPR 2024 DiffHuman: Probabilistic Photorealistic 3D Reconstruction of Humans Akash Sengupta, Thiemo Alldieck, Nikos Kolotouros, Enric Corona, Andrei Zanfir, Cristian Sminchisescu

ECCV 2024 Instant 3D Human Avatar Generation Using Image Diffusion Models Nikos Kolotouros, Thiemo Alldieck, Enric Corona, Eduard Gabriel Bazavan, Cristian Sminchisescu

ECCV 2024 Learned Neural Physics Simulation for Articulated 3D Human Pose Reconstruction Misha Andriluka, Baruch Tabanpour, Daniel Freeman, Cristian Sminchisescu

ECCV 2024 Score Distillation Sampling with Learned Manifold Corrective Thiemo Alldieck, Nikos Kolotouros, Cristian Sminchisescu

NeurIPS 2023 DreamHuman: Animatable 3D Avatars from Text Nikos Kolotouros, Thiemo Alldieck, Andrei Zanfir, Eduard Bazavan, Mihai Fieraru, Cristian Sminchisescu

CVPR 2023 Structured 3D Features for Reconstructing Controllable Avatars Enric Corona, Mihai Zanfir, Thiemo Alldieck, Eduard Gabriel Bazavan, Andrei Zanfir, Cristian Sminchisescu

CVPR 2023 Transformer-Based Learned Optimization Erik Gärtner, Luke Metz, Mykhaylo Andriluka, C. Daniel Freeman, Cristian Sminchisescu

CVPR 2022 BEHAVE: Dataset and Method for Tracking Human Object Interactions Bharat Lal Bhatnagar, Xianghui Xie, Ilya A. Petrov, Cristian Sminchisescu, Christian Theobalt, Gerard Pons-Moll

CVPR 2022 Differentiable Dynamics for Articulated 3D Human Motion Reconstruction Erik Gärtner, Mykhaylo Andriluka, Erwin Coumans, Cristian Sminchisescu

ECCV 2022 ERA: Enhanced Rational Activations Martin Trimmel, Mihai Zanfir, Richard Hartley, Cristian Sminchisescu

CoRL 2022 HUM3DIL: Semi-Supervised Multi-Modal 3D HumanPose Estimation for Autonomous Driving Andrei Zanfir, Mihai Zanfir, Alex Gorban, Jingwei Ji, Yin Zhou, Dragomir Anguelov, Cristian Sminchisescu

ECCV 2022 Learning Online Multi-Sensor Depth Fusion Erik Sandström, Martin R. Oswald, Suryansh Kumar, Silvan Weder, Fisher Yu, Cristian Sminchisescu, Luc Van Gool

CVPR 2022 Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing Thiemo Alldieck, Mihai Zanfir, Cristian Sminchisescu

CVPR 2022 Trajectory Optimization for Physics-Based Reconstruction of 3D Human Pose from Monocular Video Erik Gärtner, Mykhaylo Andriluka, Hongyi Xu, Cristian Sminchisescu

CVPR 2021 AIFit: Automatic 3D Human-Interpretable Feedback Models for Fitness Training Mihai Fieraru, Mihai Zanfir, Silviu Cristian Pirlea, Vlad Olaru, Cristian Sminchisescu

ICLR 2021 Calibration of Neural Networks Using Splines Kartik Gupta, Amir Rahimi, Thalaiyasingam Ajanthan, Thomas Mensink, Cristian Sminchisescu, Richard Hartley

AAAI 2021 Embodied Visual Active Learning for Semantic Segmentation David Nilsson, Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu

CoRL 2021 Generating Scenarios with Diverse Pedestrian Behaviors for Autonomous Vehicle Testing Maria Priisalu, Aleksis Pirinen, Ciprian Paduraru, Cristian Sminchisescu

NeurIPS 2021 H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion Hongyi Xu, Thiemo Alldieck, Cristian Sminchisescu

AAAI 2021 Learning Complex 3D Human Self-Contact Mihai Fieraru, Mihai Zanfir, Elisabeta Oneata, Alin-Ionut Popa, Vlad Olaru, Cristian Sminchisescu

CVPR 2021 Neural Descent for Visual 3D Human Pose and Shape Andrei Zanfir, Eduard Gabriel Bazavan, Mihai Zanfir, William T. Freeman, Rahul Sukthankar, Cristian Sminchisescu

JMLR 2021 Non-Attracting Regions of Local Minima in Deep and Wide Neural Networks Henning Petzka, Cristian Sminchisescu

NeurIPS 2021 REMIPS: Physically Consistent 3D Reconstruction of Multiple Interacting People Under Weak Supervision Mihai Fieraru, Mihai Zanfir, Teodor Szente, Eduard Bazavan, Vlad Olaru, Cristian Sminchisescu

CVPR 2021 RSN: Range Sparse Net for Efficient, Accurate LiDAR 3D Object Detection Pei Sun, Weiyue Wang, Yuning Chai, Gamaleldin Elsayed, Alex Bewley, Xiao Zhang, Cristian Sminchisescu, Dragomir Anguelov

NeurIPS 2021 Relative Flatness and Generalization Henning Petzka, Michael Kamp, Linara Adilova, Cristian Sminchisescu, Mario Boley

ICCV 2021 THUNDR: Transformer-Based 3D Human Reconstruction with Markers Mihai Zanfir, Andrei Zanfir, Eduard Gabriel Bazavan, William T. Freeman, Rahul Sukthankar, Cristian Sminchisescu

ICLR 2021 TropEx: An Algorithm for Extracting Linear Terms in Deep Neural Networks Martin Trimmel, Henning Petzka, Cristian Sminchisescu

ICCV 2021 imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose Thiemo Alldieck, Hongyi Xu, Cristian Sminchisescu

ECCV 2020 Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction Bharat Lal Bhatnagar, Cristian Sminchisescu, Christian Theobalt, Gerard Pons-Moll

ECCV 2020 Consistency Guided Scene Flow Estimation Yuhua Chen, Luc Van Gool, Cordelia Schmid, Cristian Sminchisescu

AAAI 2020 Deep Reinforcement Learning for Active Human Pose Estimation Erik Gärtner, Aleksis Pirinen, Cristian Sminchisescu

CVPR 2020 GHUM & GHUML: Generative 3D Human Shape and Articulated Pose Models Hongyi Xu, Eduard Gabriel Bazavan, Andrei Zanfir, William T. Freeman, Rahul Sukthankar, Cristian Sminchisescu

AAAI 2020 Human Synthesis and Scene Compositing Mihai Zanfir, Elisabeta Oneata, Alin-Ionut Popa, Andrei Zanfir, Cristian Sminchisescu

NeurIPS 2020 LoopReg: Self-Supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration Bharat Lal Bhatnagar, Cristian Sminchisescu, Christian Theobalt, Gerard Pons-Moll

CoRL 2020 Range Conditioned Dilated Convolutions for Scale Invariant 3D Object Detection Alex Bewley, Pei Sun, Thomas Mensink, Dragomir Anguelov, Cristian Sminchisescu

CVPR 2020 Three-Dimensional Reconstruction of Human Interactions Mihai Fieraru, Mihai Zanfir, Elisabeta Oneata, Alin-Ionut Popa, Vlad Olaru, Cristian Sminchisescu

ECCV 2020 Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows Andrei Zanfir, Eduard Gabriel Bazavan, Hongyi Xu, William T. Freeman, Rahul Sukthankar, Cristian Sminchisescu

NeurIPS 2019 Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu

ICCV 2019 Self-Supervised Learning with Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera Yuhua Chen, Cordelia Schmid, Cristian Sminchisescu

CVPR 2018 3D Human Sensing, Action and Emotion Recognition in Robot Assisted Therapy of Children with Autism Elisabeta Marinoiu, Mihai Zanfir, Vlad Olaru, Cristian Sminchisescu

CVPR 2018 Deep Learning of Graph Matching Andrei Zanfir, Cristian Sminchisescu

NeurIPS 2018 Deep Network for the Integrated 3D Sensing of Multiple People in Natural Images Andrei Zanfir, Elisabeta Marinoiu, Mihai Zanfir, Alin-Ionut Popa, Cristian Sminchisescu

CVPR 2018 Deep Reinforcement Learning of Region Proposal Networks for Object Detection Aleksis Pirinen, Cristian Sminchisescu

CVPR 2018 Human Appearance Transfer Mihai Zanfir, Alin-Ionut Popa, Andrei Zanfir, Cristian Sminchisescu

CVPR 2018 Monocular 3D Pose and Shape Estimation of Multiple People in Natural Scenes - The Importance of Multiple Scene Constraints Andrei Zanfir, Elisabeta Marinoiu, Cristian Sminchisescu

CVPR 2018 Semantic Video Segmentation by Gated Recurrent Flow Propagation David Nilsson, Cristian Sminchisescu

CVPR 2017 Deep Multitask Architecture for Integrated 2D and 3D Human Sensing Alin-Ionut Popa, Mihai Zanfir, Cristian Sminchisescu

AISTATS 2017 Large-Scale Data-Dependent Kernel Approximation Catalin Ionescu, Alin-Ionut Popa, Cristian Sminchisescu

CVPR 2016 Reinforcement Learning for Visual Object Detection Stefan Mathe, Aleksis Pirinen, Cristian Sminchisescu

ICCV 2015 Large Displacement 3D Scene Flow with Occlusion Reasoning Andrei Zanfir, Cristian Sminchisescu

ICCV 2015 Matrix Backpropagation for Deep Networks with Structured Layers Catalin Ionescu, Orestis Vantzos, Cristian Sminchisescu

CVPR 2015 Second-Order Constrained Parametric Proposals and Sequential Search-Based Structured Prediction for Semantic Segmentation in RGB-D Images Dan Banica, Cristian Sminchisescu

CVPR 2014 Iterated Second-Order Label Sensitive Pooling for 3D Human Pose Estimation Catalin Ionescu, Joao Carreira, Cristian Sminchisescu

NeurIPS 2013 Action from Still Image Dataset and Inverse Optimal Control to Learn Task Specific Visual Scanpaths Stefan Mathe, Cristian Sminchisescu

CVPR 2013 Composite Statistical Inference for Semantic Segmentation Fuxin Li, Joao Carreira, Guy Lebanon, Cristian Sminchisescu

ICCV 2013 Locally Affine Sparse-to-Dense Matching for Motion and Occlusion Estimation Marius Leordeanu, Andrei Zanfir, Cristian Sminchisescu

ICCV 2013 Pictorial Human Spaces: How Well Do Humans Perceive a 3D Articulated Pose? Elisabeta Marinoiu, Dragos Papava, Cristian Sminchisescu

ICCV 2013 The Moving Pose: An Efficient 3D Kinematics Descriptor for Low-Latency Action Recognition and Detection Mihai Zanfir, Marius Leordeanu, Cristian Sminchisescu

ICCVW 2013 Video Object Segmentation by Salient Segment Chain Composition Dan Banica, Alexandru Agape, Adrian Ion, Cristian Sminchisescu

CVPR 2012 Chebyshev Approximations to the Histogram Χ2 Kernel Fuxin Li, Guy Lebanon, Cristian Sminchisescu

ECCV 2012 Dynamic Eye Movement Datasets and Learnt Saliency Models for Visual Action Recognition Stefan Mathe, Cristian Sminchisescu

ECCV 2012 Efficient Closed-Form Solution to Generalized Boundary Detection Marius Leordeanu, Rahul Sukthankar, Cristian Sminchisescu

AISTATS 2012 Efficient Hypergraph Clustering Marius Leordeanu, Cristian Sminchisescu

ECCV 2012 Fourier Kernel Learning Eduard Gabriel Bazavan, Fuxin Li, Cristian Sminchisescu

ECCV 2012 Semantic Segmentation with Second-Order Pooling João Carreira, Rui Caseiro, Jorge P. Batista, Cristian Sminchisescu

ICCV 2011 Image Segmentation by Figure-Ground Composition into Maximal Cliques Adrian Ion, João Carreira, Cristian Sminchisescu

ICCV 2011 Latent Structured Models for Human Pose Estimation Catalin Ionescu, Fuxin Li, Cristian Sminchisescu

NeurIPS 2011 Probabilistic Joint Image Segmentation and Labeling Adrian Ion, Joao Carreira, Cristian Sminchisescu

ICCV 2011 Semi-Supervised Learning and Optimization for Hypergraph Matching Marius Leordeanu, Andrei Zanfir, Cristian Sminchisescu

CVPR 2010 Constrained Parametric Min-Cuts for Automatic Object Segmentation João Carreira, Cristian Sminchisescu

NeurIPS 2010 Convex Multiple-Instance Learning by Estimating Likelihood Ratio Fuxin Li, Cristian Sminchisescu

CVPR 2010 Object Recognition as Ranking Holistic Figure-Ground Hypotheses Fuxin Li, João Carreira, Cristian Sminchisescu

ECCV 2010 Optimal Contour Closure by Superpixel Grouping Alex Levinshtein, Cristian Sminchisescu, Sven J. Dickinson

AISTATS 2010 The Feature Selection Path in Kernel Methods Fuxin Li, Cristian Sminchisescu

NeurIPS 2009 Efficient Match Kernel Between Sets of Features for Visual Recognition Liefeng Bo, Cristian Sminchisescu

AISTATS 2009 Kernel Learning by Unconstrained Optimization Fuxin Li, Yunshan Fu, Yu-Hong Dai, Cristian Sminchisescu, Jue Wang

ICCV 2009 Multiscale Symmetric Part Detection and Grouping Alex Levinshtein, Sven J. Dickinson, Cristian Sminchisescu

ICCV 2009 Selection and Context for Action Recognition Dong Han, Liefeng Bo, Cristian Sminchisescu

ICCV 2009 Structural SVM for Visual Localization and Continuous State Estimation Catalin Ionescu, Liefeng Bo, Cristian Sminchisescu

CVPR 2009 Structured Output-Associative Regression Liefeng Bo, Cristian Sminchisescu

AISTATS 2009 Supervised Spectral Latent Variable Models Liefeng Bo, Cristian Sminchisescu

CVPR 2008 Fast Algorithms for Large Scale Conditional 3D Prediction Liefeng Bo, Cristian Sminchisescu, Atul Kanaujia, Dimitris N. Metaxas

UAI 2008 Greedy Block Coordinate Descent for Large Scale Gaussian Process Regression Liefeng Bo, Cristian Sminchisescu

AISTATS 2007 Generalized Darting Monte Carlo Cristian Sminchisescu, Max Welling

NeurIPS 2007 People Tracking with the Laplacian Eigenmaps Latent Variable Model Zhengdong Lu, Cristian Sminchisescu, Miguel Á. Carreira-Perpiñán

CVPR 2007 Semi-Supervised Hierarchical Models for 3D Human Pose Reconstruction Atul Kanaujia, Cristian Sminchisescu, Dimitris N. Metaxas

ICCV 2007 Spectral Latent Variable Models for Perceptual Inference Atul Kanaujia, Cristian Sminchisescu, Dimitris N. Metaxas

ICCV 2007 Support Kernel Machines for Object Recognition Ankita Kumar, Cristian Sminchisescu

CVPR 2006 Learning Joint Top-Down and Bottom-up Processes for 3D Visual Inference Cristian Sminchisescu, Atul Kanaujia, Dimitris N. Metaxas

CVPR 2006 Training Deformable Models for Localization Deva Ramanan, Cristian Sminchisescu

ICCV 2005 Conditional Random Fields for Contextual Human Motion Recognition Cristian Sminchisescu, Atul Kanaujia, Zhiguo Li, Dimitris N. Metaxas

NeurIPS 2005 Conditional Visual Tracking in Kernel Space Cristian Sminchisescu, Atul Kanujia, Zhiguo Li, Dimitris Metaxas

CVPR 2005 Discriminative Density Propagation for 3D Human Motion Estimation Cristian Sminchisescu, Atul Kanaujia, Zhiguo Li, Dimitris N. Metaxas

ICML 2004 Generative Modeling for Continuous Non-Linearly Embedded Visual Inference Cristian Sminchisescu, Allan D. Jepson

CVPR 2004 Variational Mixture Smoothing for Non-Linear Dynamical Systems Cristian Sminchisescu, Allan D. Jepson

CVPR 2003 Kinematic Jump Processes for Monocular 3D Human Tracking Cristian Sminchisescu, Bill Triggs

ECCV 2002 Building Roadmaps of Local Minima of Visual Models Cristian Sminchisescu, Bill Triggs

ECCV 2002 Hyperdynamics Importance Sampling Cristian Sminchisescu, Bill Triggs

CVPR 2001 Covariance Scaled Sampling for Monocular 3D Body Tracking Cristian Sminchisescu, Bill Triggs

CVPR 2001 Improving the Scope of Deformable Model Shape and Motion Estimation Cristian Sminchisescu, Dimitris N. Metaxas, Sven J. Dickinson