Lei Huang

Orcid: 0000-0003-0502-168X

Affiliations:

Inception Institute of Artificial Intelligence, Abu Dhabi, UAE
Beihang University, State Key Laboratory of Software Development Environment, Beijing, China (PhD 2018)

According to our database¹, Lei Huang authored at least 65 papers between 2012 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Understanding Whitening Loss in Self-Supervised Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Exploring the Usage of Pre-trained Features for Stereo Matching.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., October, 2024

Towards Defending Multiple ℓ <sub>p</sub>-Norm Bounded Adversarial Perturbations via Gated Batch Normalization.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., June, 2024

On the Number of Linear Regions of Convolutional Neural Networks With Piecewise Linear Activations.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2024

SafeBench: A Safety Evaluation Framework for Multimodal Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

TinyLLaVA Factory: A Modularized Codebase for Small-scale Large Multimodal Models.

[BibT_eX]

[DOI]

CoRR, 2024

TinyLLaVA: A Framework of Small-scale Large Multimodal Models.

[BibT_eX]

[DOI]

CoRR, 2024

On the Nonlinearity of Layer Normalization.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Modulate Your Spectrum in Self-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

CoR-GS: Sparse-View 3D Gaussian Splatting via Co-regularization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Robust Synthetic-to-Real Transfer for Stereo Matching.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Normalization Techniques in Training DNNs: Methodology, Analysis and Application.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Combating medical noisy labels by disentangled distribution learning and consistency regularization.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., April, 2023

2022

A Malleable Boundary Network for temporal action detection.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2022

An Investigation into Whitening Loss for Self-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Understanding the Failure of Batch Normalization for Transformers in NLP.

[BibT_eX]

[DOI]

Jiaxi Wang

Ji Wu

Lei Huang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Revisiting Domain Generalized Stereo Matching Networks from a Feature Consistency Perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Bi-level Doubly Variational Learning for Energy-based Latent Variable Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Delving into the Estimation Shift of Batch Normalization in a Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2021

Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Tengwei Song

Jie Luo

Lei Huang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

An Investigation on Sparsity of CapsNets for Adversarial Robustness.

[BibT_eX]

[DOI]

Lei Zhao

Lei Huang

Proceedings of the ADVM '21: Proceedings of the 1st International Workshop on Adversarial Learning for Multimedia, 2021

Visual-Textual Attentive Semantic Consistency for Medical Report Generation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

CCT-Net: Category-Invariant Cross-Domain Transfer for Medical Single-to-Multiple Disease Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-Bit Neural Networks via Guided Distribution Calibration.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Group Whitening: Balancing Learning Efficiency and Representational Capacity.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Slimmable Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

A general non-parametric active learning framework for classification on multiple manifolds.

[BibT_eX]

[DOI]

Lei Huang

Yuqing Ma

Xianglong Liu

Pattern Recognit. Lett., 2020

Deep quantization generative networks.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Projection based weight normalization: Efficient method for optimization on oblique manifold in DNNs.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Towards Defending Multiple Adversarial Perturbations via Gated Batch Normalization.

[BibT_eX]

[DOI]

CoRR, 2020

Group Whitening: Balancing Learning Efficiency and Representational Capacity.

[BibT_eX]

[DOI]

CoRR, 2020

Invertible Zero-Shot Recognition Flows.

[BibT_eX]

[DOI]

Yuming Shen

Jie Qin

Lei Huang

CoRR, 2020

Exploring Learning Dynamics of DNNs via Layerwise Conditioning Analysis.

[BibT_eX]

[DOI]

CoRR, 2020

Unbiased Scene Graph Generation via Rich and Fair Semantic Extraction.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Local Binary Coding for Person Re-Identification by Delving into the Details.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

On the Number of Linear Regions of Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Invertible Zero-Shot Recognition Flows.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Layer-Wise Conditioning Analysis in Exploring the Learning Dynamics of DNNs.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

An Efficient Agreement Mechanism in CapsNets by Pairwise Product.

[BibT_eX]

[DOI]

Lei Zhao

Xiaohui Wang

Lei Huang

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

An Investigation Into the Stochasticity of Batch Whitening.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Controllable Orthogonalization in Training DNNs.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Deformable Tube Network for Action Detection in Videos.

[BibT_eX]

[DOI]

CoRR, 2019

Exploring Dynamic Routing As A Pooling Layer.

[BibT_eX]

[DOI]

Lei Zhao

Lei Huang

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Iterative Normalization: Beyond Standardization Towards Efficient Whitening.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

DGCNN: Disordered graph convolutional neural network based on the Gaussian mixture model.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Decorrelated Batch Normalization.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Orthogonal Weight Normalization: Solution to Optimization Over Multiple Dependent Stiefel Manifolds in Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Projection Based Weight Normalization for Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Orthogonal Weight Normalization: Solution to Optimization over Multiple Dependent Stiefel Manifolds in Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Learning Joint Multimodal Representation Based on Multi-fusion Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Centered Weight Normalization in Accelerating Training of Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

A novel rotation adaptive object detection method based on pair Hough model.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Efficient segmentation for Region-based Image Retrieval using Edge Integrated Minimum Spanning Tree.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

Online semi-supervised annotation via proxy-based local consistency propagation.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Multi-View Complementary Hash Tables for Nearest Neighbor Search.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

MIAPS: A web-based system for remotely accessing and presenting medical images.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2014

Query-Adaptive Hash Code Ranking for Fast Nearest Neighbor Search.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Graph-based active semi-supervised learning: A new perspective for relieving multi-class annotation labor.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Ontology-based Concept Similarity Integrating Image Semantic and Visual Information.

[BibT_eX]

[DOI]

Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

2013

Efficient semi-supervised annotation with Proxy-based Local Consistency Propagation.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

2012

BUAA AUDR at ImageCLEF 2012 Photo Annotation Task.

[BibT_eX]

[DOI]

Lei Huang

Yang Liu

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Lei Huang

Timeline

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