Cat P. Le

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All published works

Action	Title	Year	Authors
+	Improving Open-Domain Dialogue Evaluation with a Causal Inference Model	2023	Cat P. Le Luke Dai Michael Johnston Yang Liu Marilyn Walker Reza Ghanadan
+	Mode-Aware Continual Learning for Conditional Generative Adversarial Networks	2023	Cat P. Le Juncheng Dong Ahmed Aloui Vahid Tarokh
+	PrACTiS: Perceiver-Attentional Copulas for Time Series	2023	Cat P. Le Chris Cannella Ali Hasan Yuting Ng Vahid Tarokh
+	Counterfactual Data Augmentation with Contrastive Learning	2023	Ahmed Aloui Juncheng Dong Cat P. Le Vahid Tarokh
+ PDF Chat	Fisher Task Distance and its Application in Neural Architecture Search	2022	Cat P. Le Mohammadreza Soltani Juncheng Dong Vahid Tarokh
+	Transfer Learning for Individual Treatment Effect Estimation	2022	Ahmed Aloui Juncheng Dong Cat P. Le Vahid Tarokh
+	Task Affinity with Maximum Bipartite Matching in Few-Shot Learning.	2021	Cat P. Le Juncheng Dong Mohammadreza Soltani Vahid Tarokh
+ PDF Chat	Task-Aware Neural Architecture Search	2021	Cat P. Le Mohammadreza Soltani Robert Ravier Vahid Tarokh
+	Neural Architecture Search From Fréchet Task Distance.	2021	Cat P. Le Mohammadreza Soltani Robert Ravier Trevor Standley Silvio Savarese Vahid Tarokh
+	Fisher Task Distance and Its Applications in Transfer Learning and Neural Architecture Search.	2021	Cat P. Le Mohammadreza Soltani Juncheng Dong Vahid Tarokh
+	Neural Architecture Search From Task Similarity Measure	2021	Cat P. Le Mohammadreza Soltani Robert Ravier Vahid Tarokh
+	Task Affinity with Maximum Bipartite Matching in Few-Shot Learning	2021	Cat P. Le Juncheng Dong Mohammadreza Soltani Vahid Tarokh
+	Improved Automated Machine Learning from Transfer Learning	2021	Cat P. Le Mohammadreza Soltani Robert Ravier Vahid Tarokh
+	Task-Aware Neural Architecture Search	2020	Cat P. Le Mohammadreza Soltani Robert Ravier Vahid Tarokh
+ PDF Chat	Supervised Encoding for Discrete Representation Learning	2020	Cat P. Le Yi Zhou Jie Ding Vahid Tarokh
+	Task-Aware Neural Architecture Search	2020	Cat P. Le Mohammadreza Soltani Robert Ravier Vahid Tarokh

Common Coauthors

Coauthor	Papers Together
Vahid Tarokh	15
Mohammadreza Soltani	10
Juncheng Dong	7
Robert Ravier	6
Ahmed Aloui	3
Michael Johnston	1
Jie Ding	1
Yuting Ng	1
Reza Ghanadan	1
Yang Liu	1
Yi Zhou	1
Marilyn Walker	1
Ali Hasan	1
Trevor Standley	1
Chris Cannella	1
Luke Dai	1
Silvio Savarese	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Densely Connected Convolutional Networks	2017	Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger	6
+	One-Shot Neural Architecture Search via Compressive Sensing	2019	Minsu Cho Mohammadreza Soltani Chinmay Hegde	6
+	ASAP: Architecture Search, Anneal and Prune	2019	Asaf Noy Niv Nayman Tal Ridnik Nadav Zamir Sivan Doveh Itamar Friedman Raja Giryes Lihi Zelnik‐Manor	6
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	5
+	Neural Architecture Optimization	2018	Renqian Luo Fei Tian Tao Qin Enhong Chen Tie‐Yan Liu	5
+	Evaluating the Search Phase of Neural Architecture Search	2019	Kaicheng Yu Christian Sciuto Martin Jaggi Claudiu Musat Mathieu Salzmann	5
+	Efficient Architecture Search by Network Transformation	2017	Han Cai Tianyao Chen Weinan Zhang Yong Yu Jun Wang	5
+	SNAS: Stochastic Neural Architecture Search	2018	Sirui Xie Hehui Zheng Chunxiao Liu Liang Lin	5
+ PDF Chat	Learning Transferable Architectures for Scalable Image Recognition	2018	Barret Zoph Vijay Vasudevan Jonathon Shlens Quoc V. Le	5
+ PDF Chat	Progressive Neural Architecture Search	2018	Chenxi Liu Barret Zoph Maxim Neumann Jonathon Shlens Hua Wei Li-Jia Li Li Fei-Fei Alan Yuille Jonathan Huang Kevin Murphy	5
+	Overcoming catastrophic forgetting in neural networks	2017	James Kirkpatrick Razvan Pascanu Neil C. Rabinowitz Joel Veness Guillaume Desjardins Andrei A. Rusu Kieran Milan John Quan Tiago Ramalho Agnieszka Grabska‐Barwińska	4
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	4
+	Regularized Evolution for Image Classifier Architecture Search	2019	Esteban Real Alok Aggarwal Yanping Huang Quoc V. Le	4
+	Neural Architecture Search with Reinforcement Learning	2016	Barret Zoph Quoc V. Le	4
+ PDF Chat	Deep spatial autoencoders for visuomotor learning	2016	Chelsea Finn Xin Tan Yan Duan Trevor Darrell Sergey Levine Pieter Abbeel	4
+	ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware	2018	Han Cai Ligeng Zhu Song Han	4
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	4
+	Random Search and Reproducibility for Neural Architecture Search	2019	Liam Li Ameet Talwalkar	4
+	Optimal non-asymptotic bound of the Ruppert-Polyak averaging without strong convexity	2017	Sébastien Gadat Fabien Panloup	4
+ PDF Chat	CNN Features Off-the-Shelf: An Astounding Baseline for Recognition	2014	Ali Sharif Razavian Hossein Azizpour Josephine Sullivan Stefan Carlsson	3
+	Differential Evolution for Neural Architecture Search	2020	Noor H. Awad Neeratyoy Mallik Frank Hutter	3
+	Optimal Transport Kernels for Sequential and Parallel Neural Architecture Search	2020	Vu Nguyen Tam Le Makoto Yamada Michael A. Osborne	3
+	PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search	2019	Yuhui Xu Lingxi Xie Xiaopeng Zhang Xin Chen Guo-Jun Qi Qi Tian Hongkai Xiong	3
+	Once-for-All: Train One Network and Specialize it for Efficient Deployment	2019	Han Cai Chuang Gan Tianzhe Wang Zhekai Zhang Song Han	3
+	NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search	2020	Xuanyi Dong Yi Yang	3
+	Random Search and Reproducibility for Neural Architecture Search	2019	Liam Li Ameet Talwalkar	3
+	Neural Architecture Search with Reinforcement Learning	2016	Barret Zoph Quoc V. Le	3
+ PDF Chat	Taskonomy: Disentangling Task Transfer Learning	2018	Amir Zamir Alexander F. Sax William Shen Leonidas Guibas Jitendra Malik Silvio Savarese	3
+ PDF Chat	FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions	2020	Alvin Wan Xiaoliang Dai Peizhao Zhang Zijian He Yuandong Tian Saining Xie Bichen Wu Matthew Yu Tao Xu Kan Chen	3
+	NAS-Bench-102: Extending the Scope of Reproducible Neural Architecture Search	2020	Xuanyi Dong Yi Yang	3
+	ES-ENAS: Combining Evolution Strategies with Neural Architecture Search at No Extra Cost for Reinforcement Learning.	2021	Xingyou Song Krzysztof Choromański Jack Parker-Holder Yunhao Tang Daiyi Peng Deepali Jain Wenbo Gao Aldo Pacchiano Tamás Sarlós Yuxiang Yang	2
+ PDF Chat	A Novel Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms	2021	Yanan Sun Xian Sun Yuhan Fang Gary G. Yen Yuqiao Liu	2
+	Auto-Keras: Efficient Neural Architecture Search with Network Morphism	2018	Haifeng Jin Qingquan Song Hu Xia	2
+	Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms	2017	Xiao Han Kashif Rasul Roland Vollgraf	2
+ PDF Chat	MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation	2020	Chaoyang He Haishan Ye Li Shen Tong Zhang	2
+ PDF Chat	EcoNAS: Finding Proxies for Economical Neural Architecture Search	2020	Dongzhan Zhou Xinchi Zhou Wenwei Zhang Chen Change Loy Shuai Yi Xuesen Zhang Wanli Ouyang	2
+ PDF Chat	Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS	2020	Gabriel Bender Hanxiao Liu Bo Chen Grace Chu Shuyang Cheng Pieter-Jan Kindermans Quoc V. Le	2
+ PDF Chat	Task-Aware Neural Architecture Search	2021	Cat P. Le Mohammadreza Soltani Robert Ravier Vahid Tarokh	2
+	PathNet: Evolution Channels Gradient Descent in Super Neural Networks	2017	Chrisantha Fernando Dylan Banarse Charles Blundell Yori Zwólš David Ha Andrei A. Rusu Alexander Pritzel Daan Wierstra	2
+	Taskonomy: Disentangling Task Transfer Learning	2018	Amir Zamir Alexander F. Sax William Shen Leonidas Guibas Jitendra Malik Silvio Savarese	2
+	NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search	2020	Xuanyi Dong Yi Yang	2
+	Evaluating The Search Phase of Neural Architecture Search	2020	Kaicheng Yu Christian Sciuto Martin Jaggi Claudiu Musat Mathieu Salzmann	2
+	SNAS: Stochastic Neural Architecture Search	2018	Sirui Xie Hehui Zheng Chunxiao Liu Liang Lin	2
+ PDF Chat	CARS: Continuous Evolution for Efficient Neural Architecture Search	2020	Zhaohui Yang Yunhe Wang Xinghao Chen Boxin Shi Chao Xu Chunjing Xu Qi Tian Chang Xu	2
+	DARTS: Differentiable Architecture Search	2018	Hanxiao Liu Karen Simonyan Yiming Yang	2
+	Piggyback: Adding Multiple Tasks to a Single, Fixed Network by Learning to Mask	2018	Arun Mallya Svetlana Lazebnik	2
+ PDF Chat	Efficient Architecture Search by Network Transformation	2018	Han Cai Tianyao Chen Weinan Zhang Yong Yu Jun Wang	2
+ PDF Chat	Task2Vec: Task Embedding for Meta-Learning	2019	Alessandro Achille Michael Lam R. S. TEWARI Avinash Ravichandran Subhransu Maji Charless C. Fowlkes Stefano Soatto Pietro Perona	2
+	Efficient Neural Architecture Search with Network Morphism	2018	Haifeng Jin Qingquan Song Xia Hu	2
+	Efficient Neural Architecture Search via Parameter Sharing	2018	Hieu Pham Melody Y. Guan Barret Zoph Quoc V. Le Jeff Dean	2