Papers
Learning Linear Dynamical Systems with Semi-Parametric Least Squares
Max Simchowitz, Ross Boczar, Benjamin Recht
Learning Linear-Quadratic Regulators Efficiently with only $\sqrtT$ Regret
Alon Cohen, Tomer Koren, Yishay Mansour
Learning Linear Transformations for Fast Image and Video Style Transfer
Xueting Li, Sifei Liu, Jan Kautz et al.
Learning Local Descriptors With a CDF-Based Dynamic Soft Margin
Linguang Zhang, Szymon Rusinkiewicz
Learning Localized Generative Models for 3D Point Clouds via Graph Convolution
Diego Valsesia, Giulia Fracastoro, Enrico Magli
Learning Local RGB-to-CAD Correspondences for Object Pose Estimation
Georgios Georgakis, Srikrishna Karanam, Ziyan Wu et al.
Learning Local Search Heuristics for Boolean Satisfiability
Emre Yolcu, Barnabas Poczos
Learning Locomotion Skills for Cassie: Iterative Design and Sim-to-Real
Zhaoming Xie, Patrick Clary, Jeremy Dao et al.
Learning Logistic Circuits
Yitao Liang, Guy Van den Broeck
Learning Loss for Active Learning
Donggeun Yoo, In So Kweon
Learning low-dimensional state embeddings and metastable clusters from time series data
Yifan Sun, Yaqi Duan, Hao Gong et al.
Learning Low-precision Neural Networks without Straight-Through Estimator (STE)
Zhi-Gang Liu, Matthew Mattina
Learning Macroscopic Brain Connectomes via Group-Sparse Factorization
Farzane Aminmansour, Andrew Patterson, Lei Le et al.
Learning Mean-Field Games
Xin Guo, Anran Hu, Renyuan Xu et al.
Learning Meshes for Dense Visual SLAM
Michael Bloesch, Tristan Laidlow, Ronald Clark et al.
Learning Metrics From Teachers: Compact Networks for Image Embedding
Lu Yu, Vacit Oguz Yazici, Xialei Liu et al.
Learning Mixed-Curvature Representations in Product Spaces
Albert Gu, Frederic Sala, Beliz Gunel et al.
Learning Mixtures of Plackett-Luce Models from Structured Partial Orders
Zhibing Zhao, Lirong Xia
Learning Mixtures of Smooth Product Distributions: Identifiability and Algorithm
Nikos Kargas, Nicholas D. Sidiropoulos
Learning Models from Data with Measurement Error: Tackling Underreporting
Roy Adams, Yuelong Ji, Xiaobin Wang et al.
Learning Models of Sequential Decision-Making with Partial Specification of Agent Behavior
Vaibhav V. Unhelkar, Julie A. Shah
Learning Monocular Depth Estimation Infusing Traditional Stereo Knowledge
Fabio Tosi, Filippo Aleotti, Matteo Poggi et al.
Learning Morphosyntactic Analyzers from the Bible via Iterative Annotation Projection across 26 Languages
Garrett Nicolai, David Yarowsky
Learning Motion in Feature Space: Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection
Khoi-Nguyen C. Mac, Dhiraj Joshi, Raymond A. Yeh et al.