Shengyang Sun

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 41

Top Topics

Convolutional Neural Network

Top Venues

IEICE Electron. Express

Publications

Gerald Shen, Zhilin Wang, Olivier Delalleau, Jiaqi Zeng, Yi Dong, Daniel Egert, Shengyang Sun, Jimmy J. Zhang, Sahil Jain, Ali Taghibakhshi, Markel Sanz Ausin, Ashwath Aithal, Oleksii Kuchaiev
NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment. CoRR (2024)
Bo Adler, Niket Agarwal, Ashwath Aithal, Dong H. Anh, Pallab Bhattacharya, Annika Brundyn, Jared Casper, Bryan Catanzaro, Sharon Clay, Jonathan M. Cohen, Sirshak Das, Ayush Dattagupta, Olivier Delalleau, Leon Derczynski, Yi Dong, Daniel Egert, Ellie Evans, Aleksander Ficek, Denys Fridman, Shaona Ghosh, Boris Ginsburg, Igor Gitman, Tomasz Grzegorzek, Robert Hero, Jining Huang, Vibhu Jawa, Joseph Jennings, Aastha Jhunjhunwala, John Kamalu, Sadaf Khan, Oleksii Kuchaiev, Patrick LeGresley, Hui Li, Jiwei Liu, Zihan Liu, Eileen Long, Ameya Sunil Mahabaleshwarkar, Somshubra Majumdar, James Maki, Miguel Martinez, Maer Rodrigues de Melo, Ivan Moshkov, Deepak Narayanan, Sean Narenthiran, Jesus Navarro, Phong Nguyen, Osvald Nitski, Vahid Noroozi, Guruprasad Nutheti, Christopher Parisien, Jupinder Parmar, Mostofa Patwary, Krzysztof Pawelec, Wei Ping, Shrimai Prabhumoye, Rajarshi Roy, Trisha Saar, Vasanth Rao Naik Sabavat, Sanjeev Satheesh, Jane Polak Scowcroft, Jason Sewall, Pavel Shamis, Gerald Shen, Mohammad Shoeybi, Dave Sizer, Misha Smelyanskiy, Felipe Soares, Makesh Narsimhan Sreedhar, Dan Su, Sandeep Subramanian, Shengyang Sun, Shubham Toshniwal, Hao Wang, Zhilin Wang, Jiaxuan You, Jiaqi Zeng, Jimmy Zhang, Jing Zhang, Vivienne Zhang, Yian Zhang, Chen Zhu
Nemotron-4 340B Technical Report. CoRR (2024)
Shengyang Sun, Xiaojin Gong
Multi-scale Bottleneck Transformer for Weakly Supervised Multimodal Violence Detection. CoRR (2024)
Shengyang Sun, Xiaojin Gong
Event-driven weakly supervised video anomaly detection. Image Vis. Comput. 149 (2024)
Shengyang Sun, Xiaojin Gong
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection. CVPR (2023)
Shengyang Sun, Xiaojin Gong
Long-Short Temporal Co-Teaching for Weakly Supervised Video Anomaly Detection. ICME (2023)
Shengyang Sun, Xiaojin Gong
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection. CoRR (2023)
Shengyang Sun, Xiaojin Gong
Long-Short Temporal Co-Teaching for Weakly Supervised Video Anomaly Detection. CoRR (2023)
Jiwei Li, Hui Xu, Shengyang Sun, Nan Li, Qingjiang Li, Zhiwei Li, Haijun Liu
In Situ Learning in Hardware Compatible Multilayer Memristive Spiking Neural Network. IEEE Trans. Cogn. Dev. Syst. 14 (2) (2022)
Jimmy Ba, Murat A. Erdogdu, Marzyeh Ghassemi, Shengyang Sun, Taiji Suzuki, Denny Wu, Tianzong Zhang
Understanding the Variance Collapse of SVGD in High Dimensions. ICLR (2022)
Shengyang Sun, Daniele Calandriello, Huiyi Hu, Ang Li, Michalis K. Titsias
Information-theoretic Online Memory Selection for Continual Learning. ICLR (2022)
Shengyang Sun, Daniele Calandriello, Huiyi Hu, Ang Li, Michalis K. Titsias
Information-theoretic Online Memory Selection for Continual Learning. CoRR (2022)
Chaoqi Wang, Shengyang Sun, Roger B. Grosse
Beyond Marginal Uncertainty: How Accurately can Bayesian Regression Models Estimate Posterior Predictive Correlations? AISTATS (2021)
Shengyang Sun, Jiaxin Shi, Andrew Gordon Wilson, Roger B. Grosse
Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition. ICML (2021)
Haijun Liu, Shengyang Sun, Jianjun Liu, Qingjiang Li, Jietao Diao, Zhiwei Li
Binary Memristive Synapse Based Vector Neural Network Architecture and Its Application. IEEE Trans. Circuits Syst. II Express Briefs 68 (2) (2021)
Shengyang Sun, Jiaxin Shi, Andrew Gordon Wilson, Roger B. Grosse
Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition. CoRR (2021)
Jiwei Li, Hui Xu, Shengyang Sun, Zhiwei Li, Qingjiang Li, Haijun Liu, Nan Li
In-situ learning in multilayer locally-connected memristive spiking neural network. Neurocomputing 463 (2021)
Chaoqi Wang, Shengyang Sun, Roger B. Grosse
Beyond Marginal Uncertainty: How Accurately can Bayesian Regression Models Estimate Posterior Predictive Correlations? CoRR (2020)
Jiwei Li, Hui Xu, Shengyang Sun, Sen Liu, Nan Li, Qingjiang Li, Haijun Liu, Zhiwei Li
Enhanced Spiking Neural Network with forgetting phenomenon based on electronic synaptic devices. Neurocomputing 408 (2020)
Jun Yang, Shengyang Sun, Daniel M. Roy
Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes. NeurIPS (2019)
Shengyang Sun, Zhiwei Li, Jiwei Li, Husheng Liu, Haijun Liu, Qingjiang Li
A memristor-based convolutional neural network with full parallelization architecture. IEICE Electron. Express 16 (3) (2019)
Shengyang Sun, Guodong Zhang, Jiaxin Shi, Roger B. Grosse
Functional variational Bayesian Neural Networks. ICLR (Poster) (2019)
Shengyang Sun, Hui Xu, Jiwei Li, Zhiwei Li, Yi Sun, Qingjiang Li, Haijun Liu
Cases Study of Inputs Split Based Calibration Method for RRAM Crossbar. IEEE Access 7 (2019)
James Lucas, Shengyang Sun, Richard S. Zemel, Roger B. Grosse
Aggregated Momentum: Stability Through Passive Damping. ICLR (Poster) (2019)
Shengyang Sun, Hui Xu, Jiwei Li, Qingjiang Li, Haijun Liu
Cascaded Architecture for Memristor Crossbar Array Based Larger-Scale Neuromorphic Computing. IEEE Access 7 (2019)
Shengyang Sun, Jiwei Li, Zhiwei Li, Husheng Liu, Haijun Liu, Qingjiang Li
Quaternary synapses network for memristor-based spiking convolutional neural networks. IEICE Electron. Express 16 (5) (2019)
Jun Yang, Shengyang Sun, Daniel M. Roy
Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes. CoRR (2019)
Shengyang Sun, Hui Xu, Jiwei Li, Haijun Liu, Qingjiang Li
Cascaded Neural Network for Memristor based Neuromorphic Computing. IJCNN (2019)
Shengyang Sun, Guodong Zhang, Jiaxin Shi, Roger B. Grosse
Functional Variational Bayesian Neural Networks. CoRR (2019)
Guodong Zhang, Shengyang Sun, David Duvenaud, Roger B. Grosse
Noisy Natural Gradient as Variational Inference. ICML (2018)
Jiaxin Shi, Shengyang Sun, Jun Zhu
Kernel Implicit Variational Inference. ICLR (Poster) (2018)
Jiaxin Shi, Shengyang Sun, Jun Zhu
A Spectral Approach to Gradient Estimation for Implicit Distributions. ICML (2018)
Shengyang Sun, Guodong Zhang, Chaoqi Wang, Wenyuan Zeng, Jiaman Li, Roger B. Grosse
Differentiable Compositional Kernel Learning for Gaussian Processes. ICML (2018)
Shengyang Sun, Guodong Zhang, Chaoqi Wang, Wenyuan Zeng, Jiaman Li, Roger B. Grosse
Differentiable Compositional Kernel Learning for Gaussian Processes. CoRR (2018)
Shengyang Sun, Jiwei Li, Zhiwei Li, Haijun Liu, Qingjiang Li, Hui Xu
Low-Consumption Neuromorphic Memristor Architecture Based on Convolutional Neural Networks. IJCNN (2018)
Jiaxin Shi, Shengyang Sun, Jun Zhu
A Spectral Approach to Gradient Estimation for Implicit Distributions. CoRR (2018)
Jiaxin Shi, Jianfei Chen, Jun Zhu, Shengyang Sun, Yucen Luo, Yihong Gu, Yuhao Zhou
ZhuSuan: A Library for Bayesian Deep Learning. CoRR (2017)
Guodong Zhang, Shengyang Sun, David Duvenaud, Roger B. Grosse
Noisy Natural Gradient as Variational Inference. CoRR (2017)
Shengyang Sun, Changyou Chen, Lawrence Carin
Learning Structured Weight Uncertainty in Bayesian Neural Networks. AISTATS (2017)
Jiaxin Shi, Shengyang Sun, Jun Zhu
Implicit Variational Inference with Kernel Density Ratio Fitting. CoRR (2017)
Jiayi Zhang, Linglong Dai, Shengyang Sun, Zhaocheng Wang
On the Spectral Efficiency of Massive MIMO Systems With Low-Resolution ADCs. IEEE Commun. Lett. 20 (5) (2016)
Jiayi Zhang, Linglong Dai, Shengyang Sun, Zhaocheng Wang
On the Spectral Efficiency of Massive MIMO Systems with Low-Resolution ADCs. CoRR (2015)