Tianchen Zhao

Quantum Mach. Intell., June, 2023

Dynamic Ensemble of Low-fidelity Experts: Mitigating NAS "Cold-Start".

[BibT_eX]

[DOI]

CoRR, 2023

Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS "Cold-Start".

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Memory-Oriented Structural Pruning for Efficient Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Exploring the Potential of Low-Bit Training of Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

A Hierarchical Heterogeneous Graph for Unsupervised SAR Image Change Detection.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Unsupervised Multi-Look SAR Image Change Detection Driven by Dual-Layer Graph With Intensity and Texture Attributes.

[BibT_eX]

[DOI]

Jun Wang

Xiaoliang Jiang

IEEE Geosci. Remote. Sens. Lett., 2022

Scalable neural quantum states architecture for quantum chemistry.

[BibT_eX]

[DOI]

CoRR, 2022

Quantum-inspired variational algorithms for partial differential equations: Application to financial derivative pricing.

[BibT_eX]

[DOI]

CoRR, 2022

TA-GATES: An Encoding Scheme for Neural Network Architectures.

[BibT_eX]

[DOI]

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

CodedVTR: Codebook-based Sparse Voxel Transformer with Geometric Guidance.

[BibT_eX]

[DOI]

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

2021

Natural evolution strategies and variational Monte Carlo.

[BibT_eX]

[DOI]

Giuseppe Carleo

Mach. Learn. Sci. Technol., 2021

Overcoming barriers to scalability in variational quantum Monte Carlo.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2021

Learning Self-Consistency for Deepfake Detection.

[BibT_eX]

[DOI]

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

2020

Multi-shot NAS for Discovering Adversarially Robust Convolutional Neural Architectures at Targeted Capacities.

[BibT_eX]

[DOI]

CoRR, 2020

aw_nas: A Modularized and Extensible NAS framework.

[BibT_eX]

[DOI]

CoRR, 2020

Learning to Recognize Patch-Wise Consistency for Deepfake Detection.

[BibT_eX]

[DOI]

CoRR, 2020

BARS: Joint Search of Cell Topology and Layout for Accurate and Efficient Binary ARchitectures.

[BibT_eX]

[DOI]

CoRR, 2020

Meta Variational Monte Carlo.

[BibT_eX]

[DOI]

CoRR, 2020

A Surgery of the Neural Architecture Evaluators.

[BibT_eX]

[DOI]

CoRR, 2020

Towards Lower Bit Multiplication for Convolutional Neural Network Training.

[BibT_eX]

[DOI]

CoRR, 2020

Natural evolution strategies and quantum approximate optimization.

[BibT_eX]

[DOI]

Giuseppe Carleo

CoRR, 2020

A Generic Graph-Based Neural Architecture Encoding Scheme for Predictor-Based NAS.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Diversity-Sensitive Conditional Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Adversarial Defense via Learning to Generate Diverse Attacks.

[BibT_eX]

[DOI]

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

2018

Information Theoretic Interpretation of Deep learning.

[BibT_eX]

[DOI]