LEARNING NEAREST NEIGHBOR GRAPHS FROM NOISY DISTANCE SAMPLES
|
2020 |
Mason, Blake |
LOOKAHEAD OPTIMIZER: K STEPS FORWARD, 1 STEP BACK
|
2020 |
Zhang, Michael |
LEARNING TO PREDICT 3D OBJECTS WITH AN INTERPOLATION-BASED DIFFERENTIABLE RENDERER
|
2020 |
Chen, Wenzheng |
UNDERSTANDING THE ROLE OF MOMENTUM IN STOCHASTIC GRADIENT METHODS
|
2020 |
Gitman, Igor |
MEMORY EFFICIENT ADAPTIVE OPTIMIZATION
|
2020 |
Anil, Rohan |
COMPOSITIONAL GENERALIZATION THROUGH META SEQUENCE-TO-SEQUENCE LEARNING
|
2020 |
Lake, Brenden M. |
ON ROBUSTNESS OF PRINCIPAL COMPONENT REGRESSION
|
2020 |
Agarwal, Anish |
META LEARNING WITH RELATIONAL INFORMATION FOR SHORT SEQUENCES
|
2020 |
Xie, Yujia |
RESIDUAL FLOWS FOR INVERTIBLE GENERATIVE MODELING
|
2020 |
Chen, Tian Qi |
NEURAL NETWORKS WITH CHEAP DIFFERENTIAL OPERATORS
|
2020 |
Chen, Tian Qi |
A UNIFIED THEORY FOR THE ORIGIN OF GRID CELLS THROUGH THE LENS OF PATTERN FORMATION
|
2020 |
Sorscher, Ben |
METAMERS OF NEURAL NETWORKS REVEAL DIVERGENCE FROM HUMAN PERCEPTUAL SYSTEMS
|
2020 |
Feather, Jenelle |
UNSUPERVISED META-LEARNING FOR FEW-SHOT IMAGE CLASSIFICATION
|
2020 |
Khodadadeh, Siavash |
LEARNING TO SELF-TRAIN FOR SEMI-SUPERVISED FEW-SHOT CLASSIFICATION
|
2020 |
Li, Xinzhe |
FROM COMPLEXITY TO SIMPLICITY: ADAPTIVE ES-ACTIVE SUBSPACES FOR BLACKBOX OPTIMIZATION
|
2020 |
Choromanski, Krzysztof M. |
LIMITS OF PRIVATE LEARNING WITH ACCESS TO PUBLIC DATA
|
2020 |
Bassily, Raef |
KEEPING YOUR DISTANCE: SOLVING SPARSE REWARD TASKS USING SELF-BALANCING SHAPED
|
2020 |
Trott, Alexander |
DISCRETE OBJECT GENERATION WITH REVERSIBLE INDUCTIVE CONSTRUCTION
|
2020 |
Seff, Ari |
COVARIATE-POWERED EMPIRICAL BAYES ESTIMATION
|
2020 |
Ignatiadis, Nikolaos |
GUIDED META-POLICY SEARCH
|
2020 |
Mendonca, Russell |