Qinghai Guo

According to our database1, Qinghai Guo authored at least 26 papers between 2010 and 2024.

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

Timeline

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Links

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Bibliography

2024
When in Doubt, Think Slow: Iterative Reasoning with Latent Imagination.
CoRR, 2024

2023
Predictive Coding as a Neuromorphic Alternative to Backpropagation: A Critical Evaluation.
Neural Comput., December, 2023

Sample as You Infer: Predictive Coding With Langevin Dynamics.
CoRR, 2023

Automotive Object Detection via Learning Sparse Events by Temporal Dynamics of Spiking Neurons.
CoRR, 2023

Accurate and Efficient Event-based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network.
CoRR, 2023

Curvature-Sensitive Predictive Coding with Approximate Laplace Monte Carlo.
CoRR, 2023

Learning and processing the ordinal information of temporal sequences in recurrent neural circuits.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Learning Task-Specific Morphological Representation for Pyramidal Cells via Mutual Information Minimization.
Proceedings of the Predictive Intelligence in Medicine - 6th International Workshop, 2023

Hebbian Deep Learning Without Feedback.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Cross-Inferential Networks for Source-Free Unsupervised Domain Adaptation.
Proceedings of the IEEE International Conference on Image Processing, 2023

Weakly-Supervised Action Localization by Hierarchically-structured Latent Attention Modeling.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
SoftHebb: Bayesian inference in unsupervised Hebbian soft winner-take-all networks.
Neuromorph. Comput. Eng., December, 2022

Long-horizon video prediction using a dynamic latent hierarchy.
CoRR, 2022

Modelling non-reinforced preferences using selective attention.
CoRR, 2022

DevFly: Bio-Inspired Development of Binary Connections for Locality Preserving Sparse Codes.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Self-Supervised Learning Through Efference Copies.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Differentiable hierarchical and surrogate gradient search for spiking neural networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Attentive Decision-making and Dynamic Resetting of Continual Running SRNNs for End-to-End Streaming Keyword Spotting.
Proceedings of the ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27, 2022

Short-Term Plasticity Neurons Learning to Learn and Forget.
Proceedings of the International Conference on Machine Learning, 2022

Variational Predictive Routing with Nested Subjective Timescales.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Spike-inspired rank coding for fast and accurate recurrent neural networks.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Discrete time convolution for fast event-based stereo.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Replay-Oriented Gradient Projection Memory for Continual Learning in Medical Scenarios.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
SoftHebb: Bayesian inference in unsupervised Hebbian soft winner-take-all networks.
CoRR, 2021

2010
The application of spatial Lorenz curve (SLC) and Gini coefficient in measuring land use structure change.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010


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