Yi Ma 0001 - researchr alias

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Viewing Publication 1 - 46 from 46

2024

2023

Minimalistic Unsupervised Representation Learning with the Sparse Manifold TransformYubei Chen, Zeyu Yun, Yi Ma 0001, Bruno A. Olshausen, Yann LeCun. iclr 2023: [doi]

Unsupervised Manifold Linearizing and ClusteringTianjiao Ding, Shengbang Tong, Kwan Ho Ryan Chan, Xili Dai, Yi Ma 0001, Benjamin D. Haeffele. iccv 2023: 5427-5438 [doi]

NeuroZoom: Denoising and Super Resolving Neuromorphic Events and SpikesPeiqi Duan, Yi Ma 0001, Xinyu Zhou, Xinyu Shi, Zihao W. Wang, Tiejun Huang 0001, Boxin Shi. pami, 45(12):15219-15232, December 2023. [doi]

Understanding the Complexity Gains of Single-Task RL with a CurriculumQiyang Li, Yuexiang Zhai, Yi Ma 0001, Sergey Levine. icml 2023: 20412-20451 [doi]

Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-TuningMitsuhiko Nakamoto, Simon Zhai, Anikait Singh, Max Sobol Mark, Yi Ma 0001, Chelsea Finn, Aviral Kumar, Sergey Levine. nips 2023: [doi]

Pursuit of a discriminative representation for multiple subspaces via sequential gamesDruv Pai, Michael Psenka, Chih-Yuan Chiu, Manxi Wu, Edgar Dobriban, Yi Ma 0001. jfi, 360(6):4135-4171, 2023. [doi]

General In-hand Object Rotation with Vision and TouchHaozhi Qi, Brent Yi, Sudharshan Suresh, Mike Lambeta, Yi Ma 0001, Roberto Calandra, Jitendra Malik. corl 2023: 2549-2564 [doi]

Incremental Learning of Structured Memory via Closed-Loop TranscriptionShengbang Tong, Xili Dai, Ziyang Wu, Mingyang Li, Brent Yi, Yi Ma 0001. iclr 2023: [doi]

Canonical Factors for Hybrid Neural FieldsBrent Yi, Weijia Zeng, Sam Buchanan, Yi Ma 0001. iccv 2023: 3391-3403 [doi]

White-Box Transformers via Sparse Rate ReductionYaodong Yu, Sam Buchanan, Druv Pai, Tianzhe Chu, Ziyang Wu, Shengbang Tong, Benjamin D. Haeffele, Yi Ma 0001. nips 2023: [doi]

2022

On the principles of Parsimony and Self-consistency for the emergence of intelligenceYi Ma 0001, Doris Tsao, Heung-Yeung Shum. jzusc, 23(9):1298-1323, 2022. [doi]

Efficient Maximal Coding Rate Reduction by Variational FormsChristina Baek, Ziyang Wu, Kwan Ho Ryan Chan, Tianjiao Ding, Yi Ma 0001, Benjamin D. Haeffele. cvpr 2022: 490-498 [doi]

ReduNet: A White-box Deep Network from the Principle of Maximizing Rate ReductionKwan Ho Ryan Chan, Yaodong Yu, Chong You, Haozhi Qi, John Wright 0001, Yi Ma 0001. jmlr, 23, 2022. [doi]

Fully convolutional line parsingXili Dai, Haigang Gong, Shuai Wu, Xiaojun Yuan, Yi Ma 0001. ijon, 506:1-11, 2022. [doi]

Revisiting Sparse Convolutional Model for Visual RecognitionXili Dai, Mingyang Li, Pengyuan Zhai, Shengbang Tong, Xingjian Gao, Shao-Lun Huang, Zhihui Zhu, Chong You, Yi Ma 0001. nips 2022: [doi]

CTRL: Closed-Loop Transcription to an LDR via Minimaxing Rate ReductionXili Dai, Shengbang Tong, Mingyang Li, Ziyang Wu, Michael Psenka, Kwan Ho Ryan Chan, Pengyuan Zhai, Yaodong Yu, Xiaojun Yuan, Heung-Yeung Shum, Yi Ma 0001. entropy, 24(4):456, 2022. [doi]

Learning and Meshing From Deep Implicit Surface Networks Using an Efficient Implementation of Analytic MarchingJiabao Lei, Kui Jia, Yi Ma 0001. pami, 44(12):10068-10086, 2022. [doi]

On the Convergence of Stochastic Extragradient for Bilinear Games using Restarted Iteration AveragingChris Junchi Li, Yaodong Yu, Nicolas Loizou, Gauthier Gidel, Yi Ma 0001, Nicolas Le Roux, Michael I. Jordan. aistats 2022: 9793-9826 [doi]

In-Hand Object Rotation via Rapid Motor AdaptationHaozhi Qi, Ashish Kumar, Roberto Calandra, Yi Ma 0001, Jitendra Malik. corl 2023: 1722-1732 [doi]

Learning to Reconstruct 3D Non-Cuboid Room Layout from a Single RGB ImageCheng Yang, Jia Zheng, Xili Dai, Rui Tang, Yi Ma 0001, Xiaojun Yuan. wacv 2022: 235-244 [doi]

Predicting Out-of-Distribution Error with the Projection NormYaodong Yu, Zitong Yang, Alexander Wei 0001, Yi Ma 0001, Jacob Steinhardt. icml 2022: 25721-25746 [doi]

TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent KernelsYaodong Yu, Alexander Wei 0001, Sai Praneeth Karimireddy, Yi Ma 0001, Michael I. Jordan. nips 2022: [doi]

Robust Calibration with Multi-domain Temperature ScalingYaodong Yu, Stephen Bates, Yi Ma 0001, Michael I. Jordan. nips 2022: [doi]

Computational Benefits of Intermediate Rewards for Goal-Reaching Policy LearningYuexiang Zhai, Christina Baek, Zhengyuan Zhou, Jiantao Jiao, Yi Ma 0001. jair, 73:847-896, 2022. [doi]

EvUnroll: Neuromorphic Events based Rolling Shutter Image CorrectionXinyu Zhou, Peiqi Duan, Yi Ma 0001, Boxin Shi. cvpr 2022: 17754-17763 [doi]

2021

EventZoom: Learning To Denoise and Super Resolve Neuromorphic EventsPeiqi Duan, Zihao W. Wang, Xinyu Zhou, Yi Ma 0001, Boxin Shi. cvpr 2021: 12824-12833 [doi]

Adversarial Robustness of Stabilized Neural ODE Might be from Obfuscated GradientsYifei Huang, Yaodong Yu, Hongyang Zhang, Yi Ma 0001, Yuan Yao. msml 2021: 497-515 [doi]

Learning Long-term Visual Dynamics with Region Proposal Interaction NetworksHaozhi Qi, Xiaolong Wang, Deepak Pathak, Yi Ma 0001, Jitendra Malik. iclr 2021: [doi]

Unified Acceleration of High-Order Algorithms under General Hölder ContinuityChaobing Song, Yong Jiang, Yi Ma 0001. siamjo, 31(3):1797-1826, 2021. [doi]

Incremental Learning via Rate ReductionZiyang Wu, Christina Baek, Chong You, Yi Ma 0001. cvpr 2021: 1125-1133 [doi]

Robust Low-Rank Tensor Recovery with Rectification and AlignmentXiaoqin Zhang, Di Wang 0008, Zhengyuan Zhou, Yi Ma 0001. pami, 43(1):238-255, 2021. [doi]

NeRD: Neural 3D Reflection Symmetry DetectorYichao Zhou, Shichen Liu, Yi Ma 0001. cvpr 2021: 15940-15949 [doi]

2020

2018

Learning to Parse Wireframes in Images of Man-Made EnvironmentsKun Huang, Yifan Wang, Zihan Zhou, Tianjiao Ding, Shenghua Gao, Yi Ma 0001. cvpr 2018: 626-635 [doi]

2012

Face recognition by sparse representationArvind Ganesh, Andrew Wagner, Zihan Zhou, Allen Y. Yang, Yi Ma 0001, John Wright 0001. In Yonina C. Eldar, Gitta Kutyniok, editors, Compressed Sensing. pages 515-539, Cambridge University Press, 2012. [doi]

2009

Minimum sum of distances estimator: Robustness and stabilityYoav Sharon, John Wright 0001, Yi Ma 0001. amcc 2009: 524-530 [doi]

2004

Identification of hybrid linear time-invariant systems via subspace embedding and segmentation (SES)Kun Huang 0001, Andrew Wagner, Yi Ma 0001. cdc 2006: 3227-3234 [doi]

2003

An algebraic geometric approach to the identification of a class of linear hybrid systemsRené Vidal, Stefano Soatto, Yi Ma 0001, Shankar Sastry. cdc 2003: 167-172 [doi]

2001

Optimal motion estimation from multiple images by normalized epipolar constraintYi Ma 0001, René Vidal, Shawn Hsu, Shankar Sastry. cominfsys, 1(1):51-74, 2001. [doi]

1997

Vision guided navigation for a nonholonomic mobile robotYi Ma 0001, Jana Kosecká, Shankar Sastry. block 1998: 134-145 [doi]

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1997

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