Qi She

Tomás E. Ward

ACM Comput. Surv., 2022

CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions.

[BibT_eX]

[DOI]

German Ignacio Parisi

Artif. Intell., 2022

PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Weakly Supervised Object Localization as Domain Adaption.

[BibT_eX]

[DOI]

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

On Learning Contrastive Representations for Learning with Noisy Labels.

[BibT_eX]

[DOI]

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

Learning from Temporal Gradient for Semi-supervised Action Recognition.

[BibT_eX]

[DOI]

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

2021

An Efficient and Flexible Spike Train Model Via Empirical Bayes.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Background-aware Classification Activation Map for Weakly Supervised Object Localization.

[BibT_eX]

[DOI]

CoRR, 2021

3rd Place Solution to Google Landmark Recognition Competition 2021.

[BibT_eX]

[DOI]

CoRR, 2021

Generative adversarial networks in time series: A survey and taxonomy.

[BibT_eX]

[DOI]

CoRR, 2021

How Incomplete is Contrastive Learning? An Inter-intra Variant Dual Representation Method for Self-supervised Video Recognition.

[BibT_eX]

[DOI]

CoRR, 2021

Avalanche: an End-to-End Library for Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2021

NeMI: Unifying Neural Radiance Fields with Multiplane Images for Novel View Synthesis.

[BibT_eX]

[DOI]

CoRR, 2021

Unifying Nonlocal Blocks for Neural Networks.

[BibT_eX]

[DOI]

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

MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis.

[BibT_eX]

[DOI]

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

MT-ORL: Multi-Task Occlusion Relationship Learning.

[BibT_eX]

[DOI]

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

Learning the Superpixel in a Non-Iterative and Lifelong Manner.

[BibT_eX]

[DOI]

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

ACTION-Net: Multipath Excitation for Action Recognition.

[BibT_eX]

[DOI]

Aljosa Smolic

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

Avalanche: An End-to-End Library for Continual Learning.

[BibT_eX]

[DOI]

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

Involution: Inverting the Inherence of Convolution for Visual Recognition.

[BibT_eX]

[DOI]

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

Inter-intra Variant Dual Representations for Self-supervised Video Recognition.

[BibT_eX]

[DOI]

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

TEAM-Net: Multi-modal Learning for Video Action Recognition with Partial Decoding.

[BibT_eX]

[DOI]

Aljosa Smolic

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions].

[BibT_eX]

[DOI]

IEEE Robotics Autom. Mag., 2020

Synthetic-Neuroscore: Using a neuro-AI interface for evaluating generative adversarial networks.

[BibT_eX]

[DOI]

Neurocomputing, 2020

IROS 2019 Lifelong Robotic Vision Challenge - Lifelong Object Recognition Report.

[BibT_eX]

[DOI]

CoRR, 2020

A Neuro-AI Interface for Evaluating Generative Adversarial Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Challenges in Task Incremental Learning for Assistive Robotics.

[BibT_eX]

[DOI]

IEEE Access, 2020

Are We Ready for Service Robots? The OpenLORIS-Scene Datasets for Lifelong SLAM.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

CatNet: Class Incremental 3D ConvNets for Lifelong Egocentric Gesture Recognition.

[BibT_eX]

[DOI]

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

2019

OpenLORIS-Object: A Dataset and Benchmark towards Lifelong Object Recognition.

[BibT_eX]

[DOI]

CoRR, 2019

A Spectral Nonlocal Block for Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Stochastic trajectory prediction with social graph network.

[BibT_eX]

[DOI]

Lidan Zhang

Ping Guo

CoRR, 2019

Generative Adversarial Networks: A Survey and Taxonomy.

[BibT_eX]

[DOI]

Tomas E. Ward

CoRR, 2019

Neuroscore: A Brain-inspired Evaluation Metric for Generative Adversarial Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Neural Dynamics Discovery via Gaussian Process Recurrent Neural Networks.

[BibT_eX]

[DOI]

Anqi Wu

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

Distributed High-Dimension Matrix Operation Optimization on Spark.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Advanced Computational Intelligence, 2019

2018

NDDR-CNN: Layer-wise Feature Fusing in Multi-Task CNN by Neural Discriminative Dimensionality Reduction.

[BibT_eX]

[DOI]

CoRR, 2018

Stochastic Dynamical Systems Based Latent Structure Discovery in High-Dimensional Time Series.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Weighted Network Density Predicts Range of Latent Variable Model Accuracy.

[BibT_eX]

[DOI]

Jeremiah B. Palmerston

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Reduced-Rank Linear Dynamical Systems.

[BibT_eX]

[DOI]

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

2016

Cross-frequency information transfer from EEG to EMG in grasping.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Effective connectivity matrix for neural ensembles.

[BibT_eX]

[DOI]

Winnie K. Y. So

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Reconstruction of neural network topology using spike train data: Small-world features of hippocampal network.

[BibT_eX]

[DOI]

Winnie K. Y. So