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Learning Cross-Scale Visual Representations for Real-Time Image Geo-Localization


Sep 09, 2021
Tianyi Zhang, Matthew Johnson-Roberson


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On the Opportunities and Risks of Foundation Models


Aug 18, 2021
Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri Chatterji, Annie Chen, Kathleen Creel, Jared Quincy Davis, Dora Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren Gillespie, Karan Goel, Noah Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Kohd, Mark Krass, Ranjay Krishna, Rohith Kuditipudi, Ananya Kumar, Faisal Ladhak, Mina Lee, Tony Lee, Jure Leskovec, Isabelle Levent, Xiang Lisa Li, Xuechen Li, Tengyu Ma, Ali Malik, Christopher D. Manning, Suvir Mirchandani, Eric Mitchell, Zanele Munyikwa, Suraj Nair, Avanika Narayan, Deepak Narayanan, Ben Newman, Allen Nie, Juan Carlos Niebles, Hamed Nilforoshan, Julian Nyarko, Giray Ogut, Laurel Orr, Isabel Papadimitriou, Joon Sung Park, Chris Piech, Eva Portelance, Christopher Potts, Aditi Raghunathan, Rob Reich, Hongyu Ren, Frieda Rong, Yusuf Roohani, Camilo Ruiz, Jack Ryan, Christopher Ré, Dorsa Sadigh, Shiori Sagawa, Keshav Santhanam, Andy Shih, Krishnan Srinivasan, Alex Tamkin, Rohan Taori, Armin W. Thomas, Florian Tramèr, Rose E. Wang, William Wang, Bohan Wu, Jiajun Wu, Yuhuai Wu, Sang Michael Xie, Michihiro Yasunaga, Jiaxuan You, Matei Zaharia, Michael Zhang, Tianyi Zhang, Xikun Zhang, Yuhui Zhang, Lucia Zheng, Kaitlyn Zhou, Percy Liang

* Authored by the Center for Research on Foundation Models (CRFM) at the Stanford Institute for Human-Centered Artificial Intelligence (HAI) 

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PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS with Relationship Recovery


May 27, 2021
Tianyi Zhang, Jie Lin, Peng Hu, Bin Zhao, Mohamed M. Sabry Aly

* Accepted by CVPR2021 

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On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies


Apr 12, 2021
Tianyi Zhang, Tatsunori Hashimoto

* NAACL-HLT 2021 

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Sinusoidal Parameter Estimation from Signed Measurements via Majorization-Minimization Based RELAX


Mar 21, 2021
Jiaying Ren, Tianyi Zhang, Jian Li, Petre Stoica


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Joint RFI Mitigation and Radar Echo Recovery for One-Bit UWB Radar


Mar 19, 2021
Tianyi Zhang, Jiaying Ren, Jian Li, Lam H. Nguyen, Petre Stoica

* arXiv admin note: text overlap with arXiv:2102.08987 

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Learning to Stop with Surprisingly Few Samples


Feb 22, 2021
Daniel Russo, Assaf Zeevi, Tianyi Zhang


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RFI Mitigation for One-bit UWB Radar Systems


Feb 17, 2021
Tianyi Zhang, Jiaying Ren, Jian Li, Lam H. Nguyen


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Generative Adversarial Network based Heuristics for Sampling-based Path Planning


Dec 07, 2020
Tianyi Zhang, Jiankun Wang, Max Q. -H. Meng


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Design Paradigms Based on Spring Agonists for Underactuated Robot Hands: Concepts and Application


Nov 06, 2020
Tianjian Chen, Tianyi Zhang, Matei Ciocarlie

* Submitted to International Conference on Robotics and Automation (ICRA) 2021 

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Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection


Aug 08, 2020
Dongbo Xi, Bowen Song, Fuzhen Zhuang, Yongchun Zhu, Shuai Chen, Tianyi Zhang, Yuan Qi, Qing He

* 11 pages, 4 figures 

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A One-step Approach to Covariate Shift Adaptation


Jul 08, 2020
Tianyi Zhang, Ikko Yamane, Nan Lu, Masashi Sugiyama


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Revisiting Few-sample BERT Fine-tuning


Jul 02, 2020
Tianyi Zhang, Felix Wu, Arzoo Katiyar, Kilian Q. Weinberger, Yoav Artzi

* Code available at https://github.com/asappresearch/revisit-bert-finetuning 

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Demystifying Orthogonal Monte Carlo and Beyond


May 27, 2020
Han Lin, Haoxian Chen, Tianyi Zhang, Clement Laroche, Krzysztof Choromanski

* 22 pages, 4 figures 

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Stereo Endoscopic Image Super-Resolution Using Disparity-Constrained Parallel Attention


Mar 19, 2020
Tianyi Zhang, Yun Gu, Xiaolin Huang, Enmei Tu, Jie Yang

* 6 pages, 4 figures, accepted as a workshop paper at AI4AH, ICLR 2020 

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An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models


Feb 06, 2020
Yao Deng, Xi Zheng, Tianyi Zhang, Chen Chen, Guannan Lou, Miryung Kim


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Identifying Mislabeled Data using the Area Under the Margin Ranking


Jan 29, 2020
Geoff Pleiss, Tianyi Zhang, Ethan R. Elenberg, Kilian Q. Weinberger


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Scalable NAS with Factorizable Architectural Parameters


Dec 31, 2019
Lanfei Wang, Lingxi Xie, Tianyi Zhang, Jun Guo, Qi Tian

* 10 pages, 4 figures 

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Mitigating Overfitting in Supervised Classification from Two Unlabeled Datasets: A Consistent Risk Correction Approach


Oct 20, 2019
Nan Lu, Tianyi Zhang, Gang Niu, Masashi Sugiyama


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QPyTorch: A Low-Precision Arithmetic Simulation Framework


Oct 09, 2019
Tianyi Zhang, Zhiqiu Lin, Guandao Yang, Christopher De Sa

* NeurIPS 2019 EMC^2 Workshop on Energy Efficient Machine Learning and Cognitive Computing 

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SWALP : Stochastic Weight Averaging in Low-Precision Training


May 20, 2019
Guandao Yang, Tianyi Zhang, Polina Kirichenko, Junwen Bai, Andrew Gordon Wilson, Christopher De Sa

* Published at ICML 2019 

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Fixed-price Diffusion Mechanism Design


May 14, 2019
Tianyi Zhang, Dengji Zhao, Wen Zhang, Xuming He


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BERTScore: Evaluating Text Generation with BERT


Apr 21, 2019
Tianyi Zhang, Varsha Kishore, Felix Wu, Kilian Q. Weinberger, Yoav Artzi

* Code available at https://github.com/Tiiiger/bert_score 

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Simplifying Graph Convolutional Networks


Feb 19, 2019
Felix Wu, Tianyi Zhang, Amauri Holanda de Souza Jr., Christopher Fifty, Tao Yu, Kilian Q. Weinberger

* Code available at https://github.com/Tiiiger/SGC 

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Stochastic Gradient Hamiltonian Monte Carlo with Variance Reduction for Bayesian Inference


Mar 29, 2018
Zhize Li, Tianyi Zhang, Jian Li

* 20 pages 

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Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation


Mar 07, 2018
Tianyi Zhang, Guosheng Lin, Jianfei Cai, Tong Shen, Chunhua Shen, Alex C. Kot


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Exploring home robot capabilities by medium fidelity prototyping


Oct 09, 2017
Martin Cooney, Sepideh Pashami, Yuantao Fan, Anita Sant'Anna, Yinrong Ma, Tianyi Zhang, Yuwei Zhao, Wolfgang Hotze, Jeremy Heyne, Cristofer Englund, Achim J. Lilienthal, Tom Ziemke

* 28 pages, 11 figures 

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