ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE
|
2022 |
Ai, Qingzhong |
Hyperbolic Procrustes Analysis Using Riemannian Geometry
|
2022 |
Lin, Ya-Wei Eileen |
STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning
|
2022 |
Khanduri, Prashant |
Deep Marching Tetrahedra: a Hybrid Representation for High-Resolution 3D Shape Synthesis
|
2022 |
Shen, Tianchang |
A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning
|
2022 |
Zhou, Pan |
Conformal Time-series Forecasting
|
2022 |
Stankeviciute, Kamile |
On the Representation of Solutions to Elliptic PDEs in Barron Spaces
|
2022 |
Chen, Ziang |
Retiring Adult: New Datasets for Fair Machine Learning
|
2022 |
Ding, Frances |
Fast Pure Exploration via Frank-Wolfe
|
2022 |
Wang, Po-An |
Meta Two-Sample Testing: Learning Kernels for Testing with Limited Data
|
2022 |
Liu, Feng |
The Lazy Online Subgradient Algorithm is Universal on Strongly Convex Domains
|
2022 |
Anderson, Daron |
Curriculum Offline Imitating Learning
|
2022 |
Liu, Minghuan |
Probabilistic Forecasting: A Level-Set Approach
|
2022 |
Hasson, Hilaf |
Sparse Uncertainty Representation in Deep Learning with Inducing Weights
|
2022 |
Ritter, Hippolyt |
Multi-modal Dependency Tree for Video Captioning
|
2022 |
Zhao, Wentian |
Understanding Negative Samples in Instance Discriminative Self-supervised Representation Learning
|
2022 |
Nozawa, Kento |
History Aware Multimodal Transformer for Vision-and-Language Navigation
|
2022 |
Chen, Shizhe |
Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets
|
2022 |
Solaiman, Irene |
Computer-Aided Design as Language
|
2022 |
Ganin, Yaroslav |
Data Sharing and Compression for Cooperative Networked Control
|
2022 |
Cheng, Jiangnan |