← Authors

Cristian Sminchisescu

65 papers · 2007–2025 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (12) πŸƒ Academic Marathon (18) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (9) πŸ—ΊοΈ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (24) 🧬 Topic Evolution πŸ† Keyword Champion πŸ”¬ Deep Specialist (21) 🀝 Dynamic Duo (16) ⚑ Prolific Year (14) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (283) πŸ’Ž Century Club (65) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (17)

Conferences

CVPR (24) NIPS (12) ECCV (8) ICCV (8) AAAI (4) AISTATS (3) CORL (3) ICLR (2) JMLR (1)

Top co-authors

Andrei Zanfir (16) Mihai Zanfir (16) Thiemo Alldieck (9) Eduard Gabriel Bazavan (7) Erik GΓ€rtner (6) Alin-Ionut Popa (6) Aleksis Pirinen (6) Nikos Kolotouros (5) Vlad Olaru (5) Mihai Fieraru (5)

Keywords

human pose estimation (17) 3d reconstruction (15) pose estimation (9) neural network (7) semantic segmentation (6) 3d pose estimation (6) self-supervised learning (6) reinforcement learning (5) depth estimation (5) 3d human pose estimation (4) image segmentation (4) motion capture (4) optical flow (4) shape estimation (4) transformer architecture (3) object detection (3) action recognition (3) computer vision (3) multitask learning (2) active learning (2)

Papers

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