Gaurav Manek

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 9

Top Topics

State Action Space

Cancer Detection

Reinforcement Learning

Top Venues

Publications

Melrose Roderick, Gaurav Manek, Felix Berkenkamp, J. Zico Kolter
Projected Off-Policy Q-Learning (POP-QL) for Stabilizing Offline Reinforcement Learning. CoRR (2023)
Gaurav Manek, J. Zico Kolter
The Pitfalls of Regularization in Off-Policy TD Learning. NeurIPS (2022)
Gaurav Manek, J. Zico Kolter
Learning Stable Deep Dynamics Models. CoRR (2020)
J. Zico Kolter, Gaurav Manek
Learning Stable Deep Dynamics Models. NeurIPS (2019)
Houssam Zenati, Chuan Sheng Foo, Bruno Lecouat, Gaurav Manek, Vijay Ramaseshan Chandrasekhar
Efficient GAN-Based Anomaly Detection. CoRR (2018)
Kingsley Kuan, Mathieu Ravaut, Gaurav Manek, Huiling Chen, Jie Lin, Babar Nazir, Cen Chen, Tse Chiang Howe, Zeng Zeng, Vijay Chandrasekhar
Deep Learning for Lung Cancer Detection: Tackling the Kaggle Data Science Bowl 2017 Challenge. CoRR (2017)
Gaurav Manek, Jie Lin, Vijay Chandrasekhar, Lingyu Duan, Sateesh Giduthuri, Xiaoli Li, Tomaso A. Poggio
Pruning Convolutional Neural Networks for Image Instance Retrieval. CoRR (2017)
Kingsley Kuan, Gaurav Manek, Jie Lin, Yuan Fang, Vijay Chandrasekhar
Region average pooling for context-aware object detection. ICIP (2017)
Zhe Wang, Kingsley Kuan, Mathieu Ravaut, Gaurav Manek, Sibo Song, Fang Yuan, Kim Seokhwan, Nancy F. Chen, Luis Fernando D'Haro, Anh Tuan Luu, Hongyuan Zhu, Zeng Zeng, Ngai-Man Cheung, Georgios Piliouras, Jie Lin, Vijay Chandrasekhar
Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text. CoRR (2017)