| FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search B Wu, X Dai, P Zhang, Y Wang, F Sun, Y Wu, Y Tian, P Vajda, Y Jia, ... CVPR 2019, 2018 | 387 | 2018 |
| Single image 3d interpreter network J Wu, T Xue, JJ Lim, Y Tian, JB Tenenbaum, A Torralba, WT Freeman European Conference on Computer Vision, 365-382, 2016 | 292 | 2016 |
| Simple baseline for visual question answering B Zhou, Y Tian, S Sukhbaatar, A Szlam, R Fergus arXiv preprint arXiv:1512.02167, 2015 | 257 | 2015 |
| Easyalbum: an interactive photo annotation system based on face clustering and re-ranking J Cui, F Wen, R Xiao, Y Tian, X Tang Proceedings of the SIGCHI conference on Human factors in computing systems …, 2007 | 173 | 2007 |
| Building Generalizable Agents with a Realistic and Rich 3D Environment Y Wu, Y Wu, G Gkioxari, Y Tian ICLR workshop 2018, 2018 | 168 | 2018 |
| Gradient Descent Learns One-hidden-layer CNN: Don't be Afraid of Spurious Local Minima SS Du, JD Lee, Y Tian, B Poczos, A Singh ICML 2018, 2017 | 150 | 2017 |
| Exploring the spatial hierarchy of mixture models for human pose estimation Y Tian, CL Zitnick, SG Narasimhan European Conference on Computer Vision, 256-269, 2012 | 150 | 2012 |
| An analytical formula of population gradient for two-layered relu network and its applications in convergence and critical point analysis Y Tian Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017 | 135 | 2017 |
| An analytical formula of population gradient for two-layered relu network and its applications in convergence and critical point analysis Y Tian arXiv preprint arXiv:1703.00560, 2017 | 135 | 2017 |
| Training agent for first-person shooter game with actor-critic curriculum learning Y Wu, Y Tian ICLR 2017, 2017 | 124 | 2017 |
| Better computer go player with neural network and long-term prediction Y Tian, Y Zhu ICLR 2016, 2015 | 111 | 2015 |
| A face annotation framework with partial clustering and interactive labeling Y Tian, W Liu, R Xiao, F Wen, X Tang 2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007 | 105 | 2007 |
| ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games Y Tian, Q Gong, W Shang, Y Wu, L Zitnick NIPS 2017, 2017 | 101 | 2017 |
| Seeing through water: Image restoration using model-based tracking Y Tian, SG Narasimhan 2009 IEEE 12th International Conference on Computer Vision, 2303-2310, 2009 | 99 | 2009 |
| When is a Convolutional Filter Easy to Learn? SS Du, JD Lee, Y Tian ICLR 2018, 2017 | 95 | 2017 |
| Learning from crowds in the presence of schools of thought Y Tian, J Zhu Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012 | 79 | 2012 |
| Mixed precision quantization of convnets via differentiable neural architecture search B Wu, Y Wang, P Zhang, Y Tian, P Vajda, K Keutzer arXiv preprint arXiv:1812.00090, 2018 | 64 | 2018 |
| Semantic amodal segmentation Y Zhu, Y Tian, D Mexatas, P Dollár CVPR 2017, 2015 | 59 | 2015 |
| Algorithmic framework for model-based deep reinforcement learning with theoretical guarantees Y Luo, H Xu, Y Li, Y Tian, T Darrell, T Ma arXiv preprint arXiv:1807.03858, 2018 | 58 | 2018 |
| Rectification and 3D reconstruction of curved document images Y Tian, SG Narasimhan CVPR 2011, 377-384, 2011 | 58 | 2011 |
Srinivasa NarasimhanProfessor of Robotics, Carnegie Mellon universityVerified email at andrew.cmu.edu
