Jia-Bin Huang
Associate Professor
Works on computer vision and graphics for video, including 3D reconstruction, neural rendering and video generation.
Jia-Bin Huang's lab at UMD works on 3D vision & neural rendering, video understanding and rendering & appearance. 52 papers since 2023, 3 at top venues, mostly SIGGRAPH Asia and RA-L. 8 PhD students. 31 alumni, most often to Adobe and NVIDIA.
At a glance
- papers, 2023–2026
- 14/ year
- at T1 venues
- 6%
- PhD students
- 8
- MS students
- 0
- alumni listed
- 31
Papers by yearfrom the lab homepage, 2023–2026
- 10 papers2026 · T1 0 · collecting
- 14 papers2025 · T1 1
- 14 papers2024 · T1 1
- 14 papers2023 · T1 1
T1 venuesOtherVenues: SIGGRAPH Asia, RA-L, SIGGRAPH
Research focuspaper titles that use each topic's words
- 3D vision & neural rendering13 papers
- Video understanding9 papers
- video9 papers
- Rendering & appearance4 papers
- neural rendering0 papers
Paper list
From the lab homepage.
202610 papers
- Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)CineVerse: Consistent Keyframe Synthesis for Cinematic Scene Composition
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Coupled Diffusion Sampling for Training-Free Multi-View Image Editing
- Advances in Neural Information Processing Systems (NeurIPS)DynaFLIP: Rethinking Robotics Perception via Tri-Modal-Dynamics Guided Representation
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Generalizable Sparse-View 3D Reconstruction from Unconstrained Images
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Generative Video Motion Editing with 3D Point Tracks
- Advances in Neural Information Processing Systems (NeurIPS)Masked Visual Actions for Unified World Modeling
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)SIMPACT: Simulation-Enabled Action Planning using Vision-Language Models
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)TraceGen: World Modeling in 3D Trace-Space Enables Learning from Cross-Embodiment Videos
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)UniVerse: A Unified Modulation Framework for Segmentation-Free, Disentangled Multi-Concept Personalization
- Conference on Robot Learning (CoRL)μ₀: A Scalable 3D Interaction-Trace World Model
202514 papers
- Proceedings of IEEE/CVF International Conference on Computer Vision (ICCV)Bridging Diffusion Models and 3D Representations: A 3D Consistent Super-Resolution Framework
- International Journal of Computer Vision (IJCV)Expressive Text-to-Image Generation with Rich Text
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Generative Multiview Relighting for 3D Reconstruction under Extreme Illumination Variation
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Generative Omnimatte: Learning to Decompose Video into Layers
- Conference on Robot Learning (CoRL)Imagine, Verify, Execute: Memory-guided Agentic Exploration with Vision-Language
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)IRIS: Inverse Rendering of Indoor Scenes from Low Dynamic Range Images
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Large Inverse Rendering Model for Reconstruction of Shape, Materials and Realistic Radiance Field
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)MaDCoW: Marginal Distortion Correction for Wide-Angle Photography with Arbitrary Objects
- ACM Transcactions on Graphics (ToG)Magic Fixup: Streamlining Photo Editing by Watching Dynamic Videos
- SIGGRAPH Asia (T1)PAD3R: Pose-Aware Dynamic 3D Reconstruction from Casual Videos
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Shape My Moves: Text-Driven Shape-Aware Synthesis of Human Motions
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Textured Gaussians for Enhanced 3D Scene Appearance Modeling
202414 papers
- International Journal of Computer Vision (IJCV)DisCO: Portrait Distortion Correction with Perspective-Aware 3D GANs
- European Conference on Computer Vision (ECCV)Fast View Synthesis of Casual Videos with Soup-of-Planes
- European Conference on Computer Vision (ECCV)Flash-Splat: 3D Reflection Removal with Flash Cues and Gaussian Splats
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)FlowVid: Taming Imperfect Optical Flows for Consistent Video-to-Video Synthesis
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Grounded Text-to-Image Synthesis with Attention Refocusing
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)In-N-Out: Faithful 3D GAN Inversion with Volumetric Decomposition for Face Editing
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)LTM: Lightweight Textured Mesh Reconstruction of Unbounded Scenes Using Neural Fields
- SIGGRAPH (T1)Modeling Ambient Scene Dynamics for Free-view Synthesis
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)On the Content Bias in Frechet Video Distance
- EUROGRAPHICS State-of-the-Art ReportsRecent Trends in 3D Reconstruction of General Non-Rigid Scenes
- Conference on Neural Information Processing Systems (NeurIPS)Rethinking Score Distillation as a Bridge Between Image Distributions
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Seeing the World through Your Eyes
202314 papers
- RA-LA Safety-Performance Metric Enabling Computational Awareness in Autonomous Robots
- Proceedings of International Conference on Computer Vision (ICCV)ClimateNeRF: Extreme Weather Synthesis in Neural Radiance Field
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Consistent View Synthesis with Pose-Guided Diffusion Models
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)DC2: Dual-Camera Defocus Control by Learning to Refocus
- Proceedings of International Conference on Computer Vision (ICCV)Dynamic Mesh-Aware Radiance Fields
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling
- Proceedings of International Conference on Computer Vision (ICCV)Neural-PBIR Reconstruction of Shape, Material, and Illumination
- Proceedings of International Conference on Computer Vision (ICCV)Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Progressively Optimized Local Radiance Fields for Robust View Synthesis
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Robust Dynamic Radiance Fields
- Proceedings of International Conference on Computer Vision (ICCV)Robust Omnimatte with 3D Background Modeling
- Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Shape-aware Text-driven Layered Video Editing
Where alumni went31 listed, 50% to industry
Industry 14Academia 14
Most often to
- Adobe
- NVIDIA
- Amazon
Also to
- Stanford University
- UIUC
- University of Maryland
Apply to UMDFall 2027
Not announced yet
UMD Computer Science PhD
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- GRE
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- English
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