Jia-Bin Huang

Orcid: 0000-0002-0536-3658

Affiliations:
  • University of Maryland, Department of Computer Science, College Park, MD, USA
  • Facebook, Seattle, WA, USA
  • Virginia Tech, Department of Electrical and Computer Engineering, Blacksburg, VA, USA
  • University of Illinois Urbana-Champaign, Urbana-Champaign, IL, USA (PhD 2016)
  • University of California, Merced, CA, USA
  • Academia Sinica, Institute of Information Science, Taipei, Taiwan
  • National Chiao Tung University, Institute of Electronics, Hsinchu, Taiwan


According to our database1, Jia-Bin Huang authored at least 140 papers between 2006 and 2024.

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Bibliography

2024
Time-Triggered Scheduling for Nonpreemptive Real-Time DAG Tasks Using 1-Opt Local Search.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2024

DisCO: Portrait Distortion Correction with Perspective-Aware 3D GANs.
Int. J. Comput. Vis., November, 2024

Partitioned scheduling with safety-performance trade-offs in stochastic conditional DAG models.
J. Syst. Archit., 2024

Rethinking Score Distillation as a Bridge Between Image Distributions.
CoRR, 2024

Coherent Zero-Shot Visual Instruction Generation.
CoRR, 2024

VividDream: Generating 3D Scene with Ambient Dynamics.
CoRR, 2024

VideoGigaGAN: Towards Detail-rich Video Super-Resolution.
CoRR, 2024

Magic Fixup: Streamlining Photo Editing by Watching Dynamic Videos.
CoRR, 2024

CTGAN: Semantic-guided Conditional Texture Generator for 3D Shapes.
CoRR, 2024

IRIS: Inverse Rendering of Indoor Scenes from Low Dynamic Range Images.
CoRR, 2024

Modeling Ambient Scene Dynamics for Free-view Synthesis.
Proceedings of the ACM SIGGRAPH 2024 Conference Papers, 2024

Flash-Splat: 3D Reflection Removal with Flash Cues and Gaussian Splats.
Proceedings of the Computer Vision - ECCV 2024, 2024

Taming Latent Diffusion Model for Neural Radiance Field Inpainting.
Proceedings of the Computer Vision - ECCV 2024, 2024

Fast View Synthesis of Casual Videos with Soup-of-Planes.
Proceedings of the Computer Vision - ECCV 2024, 2024

TextureDreamer: Image-Guided Texture Synthesis through Geometry-Aware Diffusion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

In-N-Out: Faithful 3D GAN Inversion with Volumetric Decomposition for Face Editing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

LTM: Lightweight Textured Mesh Extraction and Refinement of Large Unbounded Scenes for Efficient Storage and Real-Time Rendering.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Seeing the World through Your Eyes.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
A Safety-Performance Metric Enabling Computational Awareness in Autonomous Robots.
IEEE Robotics Autom. Lett., September, 2023

Learning representational invariances for data-efficient action recognition.
Comput. Vis. Image Underst., January, 2023

Fast View Synthesis of Casual Videos.
CoRR, 2023

UrbanIR: Large-Scale Urban Scene Inverse Rendering from a Single Video.
CoRR, 2023

Grounded Text-to-Image Synthesis with Attention Refocusing.
CoRR, 2023

Latent-Shift: Latent Diffusion with Temporal Shift for Efficient Text-to-Video Generation.
CoRR, 2023

Text-driven Visual Synthesis with Latent Diffusion Prior.
CoRR, 2023

In-N-Out: Face Video Inversion and Editing with Volumetric Decomposition.
CoRR, 2023

Reconstruction of Human Body Pose and Appearance Using Body-Worn IMUs and a Nearby Camera View for Collaborative Egocentric Telepresence.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2023

Single-Image 3D Human Digitization with Shape-guided Diffusion.
Proceedings of the SIGGRAPH Asia 2023 Conference Papers, 2023

RTailor: Parameterizing Soft Error Resilience for Mixed-Criticality Real-Time Systems.
Proceedings of the IEEE Real-Time Systems Symposium, 2023

Dynamic Mesh-Aware Radiance Fields.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

OmnimatteRF: Robust Omnimatte with 3D Background Modeling.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ClimateNeRF: Extreme Weather Synthesis in Neural Radiance Field.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Expressive Text-to-Image Generation with Rich Text.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

3D Motion Magnification: Visualizing Subtle Motions with Time-Varying Radiance Fields.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Neural-PBIR Reconstruction of Shape, Material, and Illumination.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Consistent View Synthesis with Pose-Guided Diffusion Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Progressively Optimized Local Radiance Fields for Robust View Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Shape-Aware Text-Driven Layered Video Editing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

DC<sup>2</sup>: Dual-Camera Defocus Control by Learning to Refocus.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Robust Dynamic Radiance Fields.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Learning to See Through Obstructions With Layered Decomposition.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors.
Int. J. Comput. Vis., 2022

ClimateNeRF: Physically-based Neural Rendering for Extreme Climate Synthesis.
CoRR, 2022

Boosting Source-free Domain Adaptation via Confidence-based Subsets Feature Alignment.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Self-Supervised Cross-Video Temporal Learning for Unsupervised Video Domain Adaptation.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Learning Instance-Specific Adaptation for Cross-Domain Segmentation.
Proceedings of the Computer Vision - ECCV 2022, 2022

Temporally Consistent Semantic Video Editing.
Proceedings of the Computer Vision - ECCV 2022, 2022

Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer.
Proceedings of the Computer Vision - ECCV 2022, 2022

Neural Global Shutter: Learn to Restore Video from a Rolling Shutter Camera with Global Reset Feature.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Boosting View Synthesis with Residual Transfer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Learning Neural Light Fields with Ray-Space Embedding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Pose with style: detail-preserving pose-guided image synthesis with conditional StyleGAN.
ACM Trans. Graph., 2021

Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Towards Computational Awareness in Autonomous Robots: An Empirical Study of Computational Kernels.
CoRR, 2021

Learning Neural Light Fields with Ray-Space Embedding Networks.
CoRR, 2021

Neural Re-rendering for Full-frame Video Stabilization.
CoRR, 2021

PseudoSeg: Designing Pseudo Labels for Semantic Segmentation.
Proceedings of the 9th International Conference on Learning Representations, 2021

Hybrid Neural Fusion for Full-frame Video Stabilization.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Dynamic View Synthesis from Dynamic Monocular Video.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Space-Time Neural Irradiance Fields for Free-Viewpoint Video.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Robust Consistent Video Depth Estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

AMICO: Amodal Instance Composition.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

DropLoss for Long-Tail Instance Segmentation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Consistent video depth estimation.
ACM Trans. Graph., 2020

Progressive Representation Adaptation for Weakly Supervised Object Localization.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Tracking Persons-of-Interest via Unsupervised Representation Adaptation.
Int. J. Comput. Vis., 2020

DRIT++: Diverse Image-to-Image Translation via Disentangled Representations.
Int. J. Comput. Vis., 2020

Portrait Neural Radiance Fields from a Single Image.
CoRR, 2020

Few-Shot Adaptation of Generative Adversarial Networks.
CoRR, 2020

Reducing Footskate in Human Motion Reconstruction with Ground Contact Constraints.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Unsupervised and Semi-Supervised Domain Adaptation for Action Recognition from Drones.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation.
Proceedings of the 8th International Conference on Learning Representations, 2020

Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling.
Proceedings of the Computer Vision - ECCV 2020, 2020

FeatMatch: Feature-Based Augmentation for Semi-supervised Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020

Semantic View Synthesis.
Proceedings of the Computer Vision - ECCV 2020, 2020

DRG: Dual Relation Graph for Human-Object Interaction Detection.
Proceedings of the Computer Vision - ECCV 2020, 2020

Flow-edge Guided Video Completion.
Proceedings of the Computer Vision - ECCV 2020, 2020

Shuffle and Attend: Video Domain Adaptation.
Proceedings of the Computer Vision - ECCV 2020, 2020

NAS-DIP: Learning Deep Image Prior with Neural Architecture Search.
Proceedings of the Computer Vision - ECCV 2020, 2020

Instance-Aware Image Colorization.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

3D Photography Using Context-Aware Layered Depth Inpainting.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning to See Through Obstructions.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Joint Image Filtering with Deep Convolutional Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Robust Visual Tracking via Hierarchical Convolutional Features.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Show, Match and Segment: Joint Learning of Semantic Matching and Object Co-segmentation.
CoRR, 2019

Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification.
CoRR, 2019

Source form - an automated crowdsourced object generator.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2019

Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

A Closer Look at Few-shot Classification.
Proceedings of the 7th International Conference on Learning Representations, 2019

Guided Image-to-Image Translation With Bi-Directional Feature Transformation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

SAIL-VOS: Semantic Amodal Instance Level Video Object Segmentation - A Synthetic Dataset and Baselines.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

CrDoCo: Pixel-Level Domain Transfer With Cross-Domain Consistency.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Connecting the Digital and Physical World: Improving the Robustness of Adversarial Attacks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Multi-view wire art.
ACM Trans. Graph., 2018

Progressive cyber-human intelligence for social good.
Interactions, 2018

Adaptive Correlation Filters with Long-Term and Short-Term Memory for Object Tracking.
Int. J. Comput. Vis., 2018

Ensemble convolutional neural networks for pose estimation.
Comput. Vis. Image Underst., 2018

Deep Paper Gestalt.
CoRR, 2018

Semi-automated home-based therapy for the upper extremity of stroke survivors.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

DF-Net: Unsupervised Joint Learning of Depth and Flow Using Cross-Task Consistency.
Proceedings of the Computer Vision - ECCV 2018, 2018

Diverse Image-to-Image Translation via Disentangled Representations.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning Blind Video Temporal Consistency.
Proceedings of the Computer Vision - ECCV 2018, 2018

VideoMatch: Matching Based Video Object Segmentation.
Proceedings of the Computer Vision - ECCV 2018, 2018

Unsupervised Video Object Segmentation Using Motion Saliency-Guided Spatio-Temporal Propagation.
Proceedings of the Computer Vision - ECCV 2018, 2018

DeepMVS: Learning Multi-View Stereopsis.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection.
Proceedings of the British Machine Vision Conference 2018, 2018

Deep Semantic Matching with Foreground Detection and Cycle-Consistency.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Detecting Adversarial Attacks on Neural Network Policies with Visual Foresight.
CoRR, 2017

Learning Structured Semantic Embeddings for Visual Recognition.
CoRR, 2017

Semi-Supervised Learning for Optical Flow with Generative Adversarial Networks.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

MaskRNN: Instance Level Video Object Segmentation.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Unsupervised Representation Learning by Sorting Sequences.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

HOMER: An Interactive System for Home Based Stroke Rehabilitation.
Proceedings of the 19th International ACM SIGACCESS Conference on Computers and Accessibility, 2017

2016
Visual analysis and synthesis with physically grounded constraints
PhD thesis, 2016

Temporally coherent completion of dynamic video.
ACM Trans. Graph., 2016

Tracking Persons-of-Interest via Adaptive Discriminative Features.
Proceedings of the Computer Vision - ECCV 2016, 2016

Unsupervised Visual Representation Learning by Graph-Based Consistent Constraints.
Proceedings of the Computer Vision - ECCV 2016, 2016

Deep Joint Image Filtering.
Proceedings of the Computer Vision - ECCV 2016, 2016

Weakly Supervised Object Localization with Progressive Domain Adaptation.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

A Comparative Study for Single Image Blind Deblurring.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Detecting Migrating Birds at Night.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Hierarchical Convolutional Features for Visual Tracking.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Single image super-resolution from transformed self-exemplars.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Image completion using planar structure guidance.
ACM Trans. Graph., 2014

Towards accurate and robust cross-ratio based gaze trackers through learning from simulation.
Proceedings of the Eye Tracking Research and Applications, 2014

2013
Transformation guided image completion.
Proceedings of the IEEE International Conference on Computational Photography, 2013

2012
Saliency detection via divergence analysis: A unified perspective.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2010
Single image deblurring with adaptive dictionary learning.
Proceedings of the International Conference on Image Processing, 2010

Fast sparse representation with prototypes.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Exploiting Self-similarities for Single Frame Super-Resolution.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Image recolorization for the colorblind.
Proceedings of the IEEE International Conference on Acoustics, 2009

A physical approach to Moving Cast Shadow Detection.
Proceedings of the IEEE International Conference on Acoustics, 2009

Moving cast shadow detection using physics-based features.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Estimating Human Pose from Occluded Images.
Proceedings of the Computer Vision, 2009

2006
A Display Order Oriented Scalable Video Decoder.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems 2006, 2006


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