Li Niu

Orcid: 0000-0003-1970-8634

Affiliations:
  • Shanghai Jiao Tong University, MoE Key Lab of Artificial Intelligence, China
  • Rice University, Houston, Electric and Computer Engineering Department, TX, USA (former)
  • Nanyang Technological University, Interdisciplinary Graduate School, Singapore (former, PhD 2017)
  • University of Science and Technology of China, Hefei, China (former)


According to our database1, Li Niu authored at least 112 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Meta-Point Learning and Refining for Category-Agnostic Pose Estimation.
CoRR, 2024

A Single Simple Patch is All You Need for AI-generated Image Detection.
CoRR, 2024

Painterly Image Harmonization via Adversarial Residual Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Shadow Generation with Decomposed Mask Prediction and Attentive Shadow Filling.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Progressive Painterly Image Harmonization from Low-Level Styles to High-Level Styles.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Painterly Image Harmonization by Learning from Painterly Objects.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

WeditGAN: Few-Shot Image Generation via Latent Space Relocation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
From Pixel to Patch: Synthesize Context-Aware Features for Zero-Shot Semantic Segmentation.
IEEE Trans. Neural Networks Learn. Syst., October, 2023

Natural Image Matting with Attended Global Context.
J. Comput. Sci. Technol., June, 2023

Diverse image inpainting with disentangled uncertainty.
Pattern Recognit., May, 2023

Virtual Accessory Try-On via Keypoint Hallucination.
CoRR, 2023

DreamCom: Finetuning Text-guided Inpainting Model for Image Composition.
CoRR, 2023

ControlCom: Controllable Image Composition using Diffusion Model.
CoRR, 2023

DESOBAv2: Towards Large-scale Real-world Dataset for Shadow Generation.
CoRR, 2023

RdSOBA: Rendered Shadow-Object Association Dataset.
CoRR, 2023

Scene-aware Human Pose Generation using Transformer.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Deep Image Harmonization in Dual Color Spaces.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Painterly Image Harmonization using Diffusion Model.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Object Part Parsing with Hierarchical Dual Transformer.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Deep Image Harmonization with Globally Guided Feature Transformation and Relation Distillation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Knowledge Proxy Intervention for Deconfounded Video Question Answering.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Deep Image Harmonization with Learnable Augmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Image Cropping with Spatial-aware Feature and Rank Consistency.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Video Object of Interest Segmentation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Geometric Inductive Biases for Identifiable Unsupervised Learning of Disentangled Representations.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Isometric Manifold Learning Using Hierarchical Flow.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Amodal Instance Segmentation via Prior-Guided Expansion.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Painterly Image Harmonization in Dual Domains.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
FaceEngage: Robust Estimation of Gameplay Engagement from User-Contributed (YouTube) Videos.
IEEE Trans. Affect. Comput., 2022

Hallucinating uncertain motion and future for static image action recognition.
Comput. Vis. Image Underst., 2022

Zero-shot sketch-based image retrieval with structure-aware asymmetric disentanglement.
Comput. Vis. Image Underst., 2022

Spatial Transformation for Image Composition via Correspondence Learning.
CoRR, 2022

Fast Object Placement Assessment.
CoRR, 2022

UniGAN: Reducing Mode Collapse in GANs using a Uniform Generator.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Weak-shot Semantic Segmentation via Dual Similarity Transfer.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multi-Level Region Matching for Fine-Grained Sketch-Based Image Retrieval.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Few-shot Image Generation Using Discrete Content Representation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Deep Video Harmonization With Color Mapping Consistency.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Learning Object Placement via Dual-Path Graph Completion.
Proceedings of the Computer Vision - ECCV 2022, 2022

Human-Centric Image Cropping with Partition-Aware and Content-Preserving Features.
Proceedings of the Computer Vision - ECCV 2022, 2022

DeltaGAN: Towards Diverse Few-Shot Image Generation with Sample-Specific Delta.
Proceedings of the Computer Vision - ECCV 2022, 2022

Dual-path Image Inpainting with Auxiliary GAN Inversion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

High-Resolution Image Harmonization via Collaborative Dual Transformations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Visible Watermark Removal with Dynamic Kernel and Semantic-aware Propagation.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Inharmonious Region Localization with Auxiliary Style Feature.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Inharmonious Region Localization via Recurrent Self-Reasoning.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Deep Image Harmonization by Bridging the Reality Gap.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Action-Aware Embedding Enhancement for Image-Text Retrieval.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Shadow Generation for Composite Image in Real-World Scenes.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Inharmonious Region Localization by Magnifying Domain Discrepancy.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Hard Pixel Mining for Depth Privileged Semantic Segmentation.
IEEE Trans. Multim., 2021

Person Re-Identification With Reinforced Attribute Attention Selection.
IEEE Trans. Image Process., 2021

Memorize, Associate and Match: Embedding Enhancement via Fine-Grained Alignment for Image-Text Retrieval.
IEEE Trans. Image Process., 2021

Depth Privileged Scene Recognition via Dual Attention Hallucination.
IEEE Trans. Image Process., 2021

HYouTube: Video Harmonization Dataset.
CoRR, 2021

OPA: Object Placement Assessment Dataset.
CoRR, 2021

Making Images Real Again: A Comprehensive Survey on Deep Image Composition.
CoRR, 2021

Shadow Generation for Composite Image in Real-world Scenes.
CoRR, 2021

Deep Image Harmonization by Bridging the Reality Gap.
CoRR, 2021

Learn to Walk Across Ages: Motion Augmented Multi-Age Group Gait Video Translation.
IEEE Access, 2021

Mixed Supervised Object Detection by Transferring Mask Prior and Semantic Similarity.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Weak-shot Fine-grained Classification via Similarity Transfer.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Visible Watermark Removal via Self-calibrated Localization and Background Refinement.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Video Semantic Segmentation via Sparse Temporal Transformer.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

End-to-End Video Object Detection with Spatial-Temporal Transformers.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Static Image Action Recognition with Hallucinated Fine-Grained Motion Information.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Bargainnet: Background-Guided Domain Translation for Image Harmonization.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Inharmonious Region Localization.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Parallel Multi-Resolution Fusion Network for Image Inpainting.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Image Composition Assessment with Saliency-augmented Multi-pattern Pooling.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Depth Privileged Object Detection in Indoor Scenes via Deformation Hallucination.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Disentangled Information Bottleneck.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Activity Image-to-Video Retrieval by Disentangling Appearance and Motion.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Multi-mode neural network for human action recognition.
IET Comput. Vis., 2020

DeltaGAN: Towards Diverse Few-shot Image Generation with Sample-Specific Delta.
CoRR, 2020

Adversarial Query-by-Image Video Retrieval Based on Attention Mechanism.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

F2GAN: Fusing-and-Filling GAN for Few-shot Image Generation.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Context-aware Feature Generation For Zero-shot Semantic Segmentation.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Matchinggan: Matching-Based Few-Shot Image Generation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Beyond Without Forgetting: Multi-Task Learning for Classification with Disjoint Datasets.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Learning From Web Data With Self-Organizing Memory Module.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

DoveNet: Deep Image Harmonization via Domain Verification.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

A Proposal-Based Approach for Activity Image-to-Video Retrieval.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Image Cropping with Composition and Saliency Aware Aesthetic Score Map.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Zero-Shot Learning via Category-Specific Visual-Semantic Mapping and Label Refinement.
IEEE Trans. Image Process., 2019

Face Detection and Verification Using Lensless Cameras.
IEEE Trans. Computational Imaging, 2019

Bi-Directional Domain Translation for Zero-Shot Sketch-Based Image Retrieval.
CoRR, 2019

Deep Image Harmonization via Domain Verification.
CoRR, 2019

Image Harmonization Datasets: HCOCO, HAdobe5k, HFlickr, and Hday2night.
CoRR, 2019

ProtoNet: Learning from Web Data with Memory.
CoRR, 2019

Hard Pixels Mining: Learning Using Privileged Information for Semantic Segmentation.
CoRR, 2019

GAIN: Gradient Augmented Inpainting Network for Irregular Holes.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Multi-person 3D Pose Estimation from Monocular Image Sequences.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018
An Exemplar-Based Multi-View Domain Generalization Framework for Visual Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2018

A Survey on Smart Homes for Aging in Place: Toward Solutions to the Specific Needs of the Elderly.
IEEE Signal Process. Mag., 2018

Referenceless quality metric of multiply-distorted images based on structural degradation.
Neurocomputing, 2018

Fine-grained Classification using Heterogeneous Web Data and Auxiliary Categories.
CoRR, 2018

Webly Supervised Learning Meets Zero-Shot Learning: A Hybrid Approach for Fine-Grained Classification.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning From Noisy Web Data With Category-Level Supervision.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Action and Event Recognition in Videos by Learning From Heterogeneous Web Sources.
IEEE Trans. Neural Networks Learn. Syst., 2017

Visual Recognition by Learning From Web Data via Weakly Supervised Domain Generalization.
IEEE Trans. Neural Networks Learn. Syst., 2017

Zero-Shot Learning via Category-Specific Visual-Semantic Mapping.
CoRR, 2017

2016
Exploiting Privileged Information from Web Data for Action and Event Recognition.
Int. J. Comput. Vis., 2016

Domain Adaptive Fisher Vector for Visual Recognition.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
Multi-view Domain Generalization for Visual Recognition.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Visual recognition by learning from web data: A weakly supervised domain generalization approach.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Exploiting Low-Rank Structure from Latent Domains for Domain Generalization.
Proceedings of the Computer Vision - ECCV 2014, 2014

Exploiting Privileged Information from Web Data for Image Categorization.
Proceedings of the Computer Vision - ECCV 2014, 2014


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