Cristian Sminchisescu

VLOGGER: Multimodal Diffusion for Embodied Avatar Synthesis CVPR 2025 DiffHuman: Probabilistic Photorealistic 3D Reconstruction of Humans CVPR 2024 Instant 3D Human Avatar Generation using Image Diffusion Models ECCV 2024 Learned Neural Physics Simulation for Articulated 3D Human Pose Reconstruction ECCV 2024 Score Distillation Sampling with Learned Manifold Corrective ECCV 2024 DreamHuman: Animatable 3D Avatars from Text NeurIPS 2023 Structured 3D Features for Reconstructing Controllable Avatars CVPR 2023 Transformer-Based Learned Optimization CVPR 2023 BEHAVE: Dataset and Method for Tracking Human Object Interactions CVPR 2022 Differentiable Dynamics for Articulated 3D Human Motion Reconstruction CVPR 2022 ERA: Enhanced Rational Activations ECCV 2022 HUM3DIL: Semi-supervised Multi-modal 3D HumanPose Estimation for Autonomous Driving CoRL 2022 Learning Online Multi-sensor Depth Fusion ECCV 2022 Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing CVPR 2022 Trajectory Optimization for Physics-Based Reconstruction of 3D Human Pose From Monocular Video CVPR 2022 AIFit: Automatic 3D Human-Interpretable Feedback Models for Fitness Training CVPR 2021 Calibration of Neural Networks using Splines ICLR 2021 Embodied Visual Active Learning for Semantic Segmentation AAAI 2021 Generating Scenarios with Diverse Pedestrian Behaviors for Autonomous Vehicle Testing CoRL 2021 H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion NeurIPS 2021 imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose ICCV 2021 Learning Complex 3D Human Self-Contact AAAI 2021 Neural Descent for Visual 3D Human Pose and Shape CVPR 2021 Non-attracting Regions of Local Minima in Deep and Wide Neural Networks JMLR 2021 Relative Flatness and Generalization NeurIPS 2021 REMIPS: Physically Consistent 3D Reconstruction of Multiple Interacting People under Weak Supervision NeurIPS 2021 RSN: Range Sparse Net for Efficient, Accurate LiDAR 3D Object Detection CVPR 2021 THUNDR: Transformer-Based 3D Human Reconstruction With Markers ICCV 2021 TropEx: An Algorithm for Extracting Linear Terms in Deep Neural Networks ICLR 2021 Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction ECCV 2020 Consistency Guided Scene Flow Estimation ECCV 2020 Deep Reinforcement Learning for Active Human Pose Estimation AAAI 2020 GHUM & GHUML: Generative 3D Human Shape and Articulated Pose Models CVPR 2020 Human Synthesis and Scene Compositing AAAI 2020 LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration NeurIPS 2020 Range Conditioned Dilated Convolutions for Scale Invariant 3D Object Detection CoRL 2020 Three-Dimensional Reconstruction of Human Interactions CVPR 2020 Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows ECCV 2020 Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction NeurIPS 2019 Self-Supervised Learning With Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera ICCV 2019 3D Human Sensing, Action and Emotion Recognition in Robot Assisted Therapy of Children With Autism CVPR 2018 Deep Learning of Graph Matching CVPR 2018 Deep Network for the Integrated 3D Sensing of Multiple People in Natural Images NeurIPS 2018 Deep Reinforcement Learning of Region Proposal Networks for Object Detection CVPR 2018 Human Appearance Transfer CVPR 2018 Monocular 3D Pose and Shape Estimation of Multiple People in Natural Scenes - The Importance of Multiple Scene Constraints CVPR 2018 Semantic Video Segmentation by Gated Recurrent Flow Propagation CVPR 2018 Deep Multitask Architecture for Integrated 2D and 3D Human Sensing CVPR 2017 Large-Scale Data-Dependent Kernel Approximation AISTATS 2017 Reinforcement Learning for Visual Object Detection CVPR 2016 Large Displacement 3D Scene Flow With Occlusion Reasoning ICCV 2015 Matrix Backpropagation for Deep Networks With Structured Layers ICCV 2015 Second-Order Constrained Parametric Proposals and Sequential Search-Based Structured Prediction for Semantic Segmentation in RGB-D Images CVPR 2015 Iterated Second-Order Label Sensitive Pooling for 3D Human Pose Estimation CVPR 2014 Action from Still Image Dataset and Inverse Optimal Control to Learn Task Specific Visual Scanpaths NeurIPS 2013 Composite Statistical Inference for Semantic Segmentation CVPR 2013 Locally Affine Sparse-to-Dense Matching for Motion and Occlusion Estimation ICCV 2013 Pictorial Human Spaces: How Well Do Humans Perceive a 3D Articulated Pose? ICCV 2013 The Moving Pose: An Efficient 3D Kinematics Descriptor for Low-Latency Action Recognition and Detection ICCV 2013 Efficient Hypergraph Clustering AISTATS 2012 Probabilistic Joint Image Segmentation and Labeling NeurIPS 2011 Convex Multiple-Instance Learning by Estimating Likelihood Ratio NeurIPS 2010 The Feature Selection Path in Kernel Methods AISTATS 2010 Efficient Match Kernel between Sets of Features for Visual Recognition NeurIPS 2009 People Tracking with the Laplacian Eigenmaps Latent Variable Model NeurIPS 2007 Kernel Learning by Unconstrained Optimization AISTATS 2005 Supervised Spectral Latent Variable Models AISTATS 2005 Generalized Darting Monte Carlo AISTATS 1999