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Umar Iqbal

29 papers · 2016–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+11 more ↓ πŸ—ΊοΈ Taxonomy Completionist (38) πŸƒ Academic Marathon Β· Half 🌍 Conference Polyglot Β· Bronze πŸŒ‰ Interdisciplinary Bridge Β· Gold 🐣 Hot Topic Early Bird
πŸ‘₯ Mega-Team Β· Squad 🀝 Dynamic Duo (20) 🧭 Keyword Pioneer πŸ”¬ Deep Specialist (12) 🌈 Renaissance Researcher (5) πŸ”₯ Unstoppable Β· Silver ⚑ Prolific Year Β· Productive πŸš€ Conference Pioneer πŸ’Ž Century Club Β· Bronze πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (150)

Venues

CVPR (14) ICCV (10) ECCV (4) NeurIPS (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 (4) Sanja Fidler (2) Kevin Xie (2)

Research topics

Computer Vision (21) Analysis (17) Deep Learning (14) Generation (11) Models (10) Machine Learning (9) Learning Types Β· Machine Learning (7) Artificial Intelligence (5) Computer Science (5) Applications (5) Core AI (4) Domain-Specific (4) Learning Types Β· Deep Learning (4) Robotics (2) Capabilities (2)

Keywords

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

Papers

EgoControl: Controllable Egocentric Video Generation via 3D Full-Body Poses CVPR 2026 AdaHuman: Animatable Detailed 3D Human Generation with Compositional Multiview Diffusion ICCV 2025 GENMO: A GENeralist Model for Human MOtion ICCV 2025 GeoMan: Temporally Consistent Human Geometry Estimation using Image-to-Video Diffusion ICCV 2025 HumanOLAT: A Large-Scale Dataset for Full-Body Human Relighting and Novel-View Synthesis ICCV 2025 SimAvatar: Simulation-Ready Avatars with Layered Hair and Clothing CVPR 2025 COIN: Control-Inpainting Diffusion Prior for Human and Camera Motion Estimation ECCV 2024 GAvatar: Animatable 3D Gaussian Avatars with Implicit Mesh Learning CVPR 2024 What You See is What You GAN: Rendering Every Pixel for High-Fidelity Geometry in 3D GANs CVPR 2024 Generalizable One-shot 3D Neural Head Avatar NeurIPS 2023 Learning Human Dynamics in Autonomous Driving Scenarios ICCV 2023 PhysDiff: Physics-Guided Human Motion Diffusion Model ICCV 2023 RANA: Relightable Articulated Neural Avatars ICCV 2023 GLAMR: Global Occlusion-Aware Human Mesh Recovery With Dynamic Cameras CVPR 2022 Watch It Move: Unsupervised Discovery of 3D Joints for Re-Posing of Articulated Objects 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 Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction ECCV 2020 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 Few-Shot Adaptive Gaze Estimation ICCV 2019 Hand Pose Estimation via Latent 2.5D Heatmap Regression ECCV 2018 PoseTrack: A Benchmark for Human Pose Estimation and Tracking CVPR 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