← Authors

Umar Iqbal

28 papers · 2016–2025 · 4 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (4) πŸƒ Academic Marathon (9) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (42) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ”¬ Deep Specialist (11) 🀝 Dynamic Duo (20) πŸ‘₯ Mega-Team (35) πŸ—ƒοΈ Keyword Collector (145) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (10) πŸ’Ž Century Club (28) ⚑ Prolific Year (5) πŸš€ Conference Pioneer

Conferences

CVPR (13) ICCV (10) ECCV (4) NIPS (1)

Top co-authors

Jan Kautz (20) Pavlo Molchanov (9) Shalini De Mello (9) Ye Yuan (9) Koki Nagano (5) Xueting Li (5) Sifei Liu (4) Juergen Gall (3) Sanja Fidler (2) Kevin Xie (2)

Keywords

3d reconstruction (4) diffusion model (3) self-supervised learning (3) physics simulation (3) text-to-3d generation (2) 3d avatar (2) gaze estimation (2) video understanding (2) benchmark dataset (2) object detection (2) weakly-supervised learning (2) pose estimation (2) semi-supervised learning (2) neural rendering (2) generative model (2) gaussian splatting (2) computer vision (2) articulated pose (2) 3d gaussian splatting (2) multi-view consistency (2)

Papers

GeoMan: Temporally Consistent Human Geometry Estimation using Image-to-Video Diffusion ICCV 2025
SimAvatar: Simulation-Ready Avatars with Layered Hair and Clothing CVPR 2025
HumanOLAT: A Large-Scale Dataset for Full-Body Human Relighting and Novel-View Synthesis ICCV 2025
AdaHuman: Animatable Detailed 3D Human Generation with Compositional Multiview Diffusion ICCV 2025
GENMO: A GENeralist Model for Human MOtion ICCV 2025
What You See is What You GAN: Rendering Every Pixel for High-Fidelity Geometry in 3D GANs CVPR 2024
COIN: Control-Inpainting Diffusion Prior for Human and Camera Motion Estimation ECCV 2024
GAvatar: Animatable 3D Gaussian Avatars with Implicit Mesh Learning CVPR 2024
Generalizable One-shot 3D Neural Head Avatar NIPS 2023
RANA: Relightable Articulated Neural Avatars ICCV 2023
PhysDiff: Physics-Guided Human Motion Diffusion Model ICCV 2023
Learning Human Dynamics in Autonomous Driving Scenarios ICCV 2023
Watch It Move: Unsupervised Discovery of 3D Joints for Re-Posing of Articulated Objects CVPR 2022
GLAMR: Global Occlusion-Aware Human Mesh Recovery With Dynamic Cameras CVPR 2022
DexYCB: A Benchmark for Capturing Hand Grasping of Objects CVPR 2021
Learning to Track Instances without Video Annotations CVPR 2021
Physics-Based Human Motion Estimation and Synthesis From Videos ICCV 2021
Self-Supervised Object Detection via Generative Image Synthesis ICCV 2021
Weakly-Supervised Physically Unconstrained Gaze Estimation CVPR 2021
Self-Supervised Viewpoint Learning From Image Collections CVPR 2020
Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints ECCV 2020
Weakly-Supervised 3D Human Pose Learning via Multi-View Images in the Wild CVPR 2020
Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction ECCV 2020
Few-Shot Adaptive Gaze Estimation ICCV 2019
PoseTrack: A Benchmark for Human Pose Estimation and Tracking CVPR 2018
Hand Pose Estimation via Latent 2.5D Heatmap Regression ECCV 2018
PoseTrack: Joint Multi-Person Pose Estimation and Tracking CVPR 2017
A Dual-Source Approach for 3D Pose Estimation From a Single Image CVPR 2016