Selected Top-tier Publication
[Note] the full and the most updated publication can be found at Google Scholar:Qi She
Journal
[1]
Background-aware Classification Activation Map for Weakly Supervised Object Localization
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2023.
[2]
Power Law in Deep Neural Networks: Sparse Network Generation and Continual Learning With Preferential Attachment
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022.
[3]
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy
ACM Computing Surveys (CSUR), 2021.
[4]
An Effcient and Flexible Spike Train Model via Empirical Bayes
IEEE Transactions on Signal Processing (TSP), 2021.
[5]
Synthetic-Neuroscore: Using a Neuro-AI Interface for Evaluating Generative Adversarial Networks
Neurocomputing, 2020.
[6]
Evaluating the Small-World-Ness of a Sampled Network: Functional Connectivity of Entorhinal-Hippocampal Circuitry
Nature Scientific Reports, 2016.
Conference
[1]
PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs
International Conference on Machine Learning (ICML), 2022.
[2]
On Learning Contrastive Representations for Learning with Noisy Labels
International Conference on Computer Vision (CVPR), 2022.
[3]
Unifying Nonlocal Blocks for Neural Networks
International Conference on Computer Vision (ICCV), 2021.
[4]
MT-ORL: Multi-Task Occlusion Relationship Learning
International Conference on Computer Vision (ICCV), 2021.
[5]
MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis
International Conference on Computer Vision (ICCV), 2021.
[6]
Involution: Inverting the Inherence of Convolution for Visual Recognition
Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[7]
ACTION-Net: Multipath Excitation for Action Recognition
Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[8]
Learning the Superpixel in a Non-iterative and Lifelong Manner
Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[9]
OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong Deep Learning
The International Conference on Robotics and Automation (ICRA), 2020.
PDF BibTex Project page Code arXiv
[10] Are We Ready for Service Robots? The OpenLORIS-Scene Datasets for Lifelong SLAM
The International Conference on Robotics and Automation (ICRA), 2020.
[11]
Neural Dynamics Discovery via Gaussian Process Recurrent Neural Networks
Uncertainty in Artificial Intelligence (UAI), 2019.
Oral PDF BibTex Code Supp. Materials arXiv
[12] Reduced-Rank Linear Dynamical Systems
AAAI Conference on Artificial Intelligence (AAAI), 2018.
[13]
Stochastic Dynamical Systems Based Latent Structure Discovery in High-dimensional Time Series
The international Conference on Acoustics, Speech, & Signal Processing (ICASSP), 2018.