Jianming Zhang

Orcid: 0000-0002-9954-6294

Affiliations:
  • Adobe Research, San Jose, USA
  • Boston University, Boston, USA (former)


According to our database1, Jianming Zhang authored at least 98 papers between 2012 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
ViTA: Video Transformer Adaptor for Robust Video Depth Estimation.
IEEE Trans. Multim., 2024

Amodal Scene Analysis via Holistic Occlusion Relation Inference and Generative Mask Completion.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Towards Accurate Reconstruction of 3D Scene Shape From A Single Monocular Image.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Semantic Layout Manipulation With High-Resolution Sparse Attention.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

UniHuman: A Unified Model for Editing Human Images in the Wild.
CoRR, 2023

Relightful Harmonization: Lighting-aware Portrait Background Replacement.
CoRR, 2023

Lasagna: Layered Score Distillation for Disentangled Object Relighting.
CoRR, 2023

PHOTOSWAP: Personalized Subject Swapping in Images.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Diffusion-Augmented Depth Prediction with Sparse Annotations.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Interactive Portrait Harmonization.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

GAIT: Generating Aesthetic Indoor Tours with Deep Reinforcement Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Lens Parameter Estimation for Realistic Depth of Field Modeling.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Neural Video Depth Stabilizer.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

PixHt-Lab: Pixel Height Based Light Effect Generation for Image Compositing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

LightPainter: Interactive Portrait Relighting with Freehand Scribble.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

3D Cinemagraphy from a Single Image.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Single View Scene Scale Estimation using Scale Field.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Perspective Fields for Single Image Camera Calibration.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Text-to-Image Generation via Implicit Visual Guidance and Hypernetwork.
CoRR, 2022

Towards Domain-agnostic Depth Completion.
CoRR, 2022

CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training.
CoRR, 2022

Less is More: Consistent Video Depth Estimation with Masked Frames Modeling.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Image Inpainting with Cascaded Modulation GAN and Object-Aware Training.
Proceedings of the Computer Vision - ECCV 2022, 2022

Controllable Shadow Generation Using Pixel Height Maps.
Proceedings of the Computer Vision - ECCV 2022, 2022

MPIB: An MPI-Based Bokeh Rendering Framework for Realistic Partial Occlusion Effects.
Proceedings of the Computer Vision - ECCV 2022, 2022

Lite Vision Transformer with Enhanced Self-Attention.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

BokehMe: When Neural Rendering Meets Classical Rendering.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Layered Depth Refinement with Mask Guidance.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Attribute-Conditioned Layout GAN for Automatic Graphic Design.
IEEE Trans. Vis. Comput. Graph., 2021

Black-Box Diagnosis and Calibration on GAN Intra-Mode Collapse: A Pilot Study.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Sequence-to-Segments Networks for Detecting Segments in Videos.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

LayoutGAN: Synthesizing Graphic Layouts With Vector-Wireframe Adversarial Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Guided Zoom: Zooming into Network Evidence to Refine Fine-Grained Model Decisions.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Excitation Dropout: Encouraging Plasticity in Deep Neural Networks.
Int. J. Comput. Vis., 2021

Deep Image Compositing.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Single-image Full-body Human Relighting.
Proceedings of the 32nd Eurographics Symposium on Rendering, 2021

SSH: A Self-Supervised Framework for Image Harmonization.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Explainable Deep Classification Models for Domain Generalization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Multimodal Contrastive Training for Visual Representation Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Mask Guided Matting via Progressive Refinement Network.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

SSN: Soft Shadow Network for Image Compositing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning To Recover 3D Scene Shape From a Single Image.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Meticulous Object Segmentation.
CoRR, 2020

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

Multi-way Encoding for Robustness.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Adversarial Knowledge Transfer from Unlabeled Data.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Beyond the Visual Analysis of Deep Model Saliency.
Proceedings of the xxAI - Beyond Explainable AI, 2020

Unsupervised Video Object Segmentation with Joint Hotspot Tracking.
Proceedings of the Computer Vision - ECCV 2020, 2020

High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling.
Proceedings of the Computer Vision - ECCV 2020, 2020

CLIFFNet for Monocular Depth Estimation with Hierarchical Embedding Loss.
Proceedings of the Computer Vision - ECCV 2020, 2020


Open-Edit: Open-Domain Image Manipulation with Open-Vocabulary Instructions.
Proceedings of the Computer Vision - ECCV 2020, 2020

Shape Adaptor: A Learnable Resizing Module.
Proceedings of the Computer Vision - ECCV 2020, 2020

Structure-Guided Ranking Loss for Single Image Depth Prediction.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning Visual Emotion Representations From Web Data.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

SDC-Depth: Semantic Divide-and-Conquer Network for Monocular Depth Estimation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Adaptive Photographic Composition Guidance.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

M2KD: Incremental Learning via Multi-model and Multi-level Knowledge Distillation.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019
GAPLE: Generalizable Approaching Policy LEarning for Robotic Object Searching in Indoor Environment.
IEEE Robotics Autom. Lett., 2019

LeRoP: A Learning-Based Modular Robot Photography Framework.
CoRR, 2019

M2KD: Multi-model and Multi-level Knowledge Distillation for Incremental Learning.
CoRR, 2019

LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators.
Proceedings of the 7th International Conference on Learning Representations, 2019

Fast Video Object Segmentation via Dynamic Targeting Network.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Towards High-Resolution Salient Object Detection.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Scaling Object Detection by Transferring Classification Weights.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

CapSal: Leveraging Captioning to Boost Semantics for Salient Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Are CNN Predictions based on Reasonable Evidence?
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

SmartEye: Assisting Instant Photo Taking via Integrating User Preference with Deep View Proposal Network.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Guided Zoom: Questioning Network Evidence for Fine-grained Classification.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

Visual Saliency: From Pixel-Level to Object-Level Analysis
Springer, ISBN: 978-3-030-04830-3, 2019

2018
DeepLens: shallow depth of field from a single image.
ACM Trans. Graph., 2018

Exemplar-Aided Salient Object Detection via Joint Latent Space Embedding.
IEEE Trans. Image Process., 2018

FlyCam: Multitouch Gesture Controlled Drone Gimbal Photography.
IEEE Robotics Autom. Lett., 2018

Top-Down Neural Attention by Excitation Backprop.
Int. J. Comput. Vis., 2018

Space-Time Tree Ensemble for Action Recognition and Localization.
Int. J. Comput. Vis., 2018

Predicting Foreground Object Ambiguity and Efficiently Crowdsourcing the Segmentation(s).
Int. J. Comput. Vis., 2018

Sequence-to-Segment Networks for Segment Detection.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Concept Mask: Large-Scale Segmentation from Semantic Concepts.
Proceedings of the Computer Vision - ECCV 2018, 2018

Contemplating Visual Emotions: Understanding and Overcoming Dataset Bias.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning to Blend Photos.
Proceedings of the Computer Vision - ECCV 2018, 2018

Good View Hunting: Learning Photo Composition From Dense View Pairs.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Excitation Backprop for RNNs.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Do less and achieve more: Training CNNs for action recognition utilizing action images from the Web.
Pattern Recognit., 2017

Salient Object Subitizing.
Int. J. Comput. Vis., 2017

The Boolean Map Distance: Theory and Efficient Computation.
Proceedings of the Discrete Geometry for Computer Imagery, 2017

Top-Down Visual Saliency Guided by Captions.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Visual saliency computation for image analysis
PhD thesis, 2016

Exploiting Surroundedness for Saliency Detection: A Boolean Map Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Top-Down Neural Attention by Excitation Backprop.
Proceedings of the Computer Vision - ECCV 2016, 2016

Unconstrained Salient Object Detection via Proposal Subset Optimization.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Minimum Barrier Salient Object Detection at 80 FPS.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014
MEEM: Robust Tracking via Multiple Experts Using Entropy Minimization.
Proceedings of the Computer Vision - ECCV 2014, 2014

2013
Saliency Detection: A Boolean Map Approach.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Action Recognition and Localization by Hierarchical Space-Time Segments.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Decoding Children's Social Behavior.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Online Motion Agreement Tracking.
Proceedings of the British Machine Vision Conference, 2013

2012
Online Multi-person Tracking by Tracker Hierarchy.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012


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