CROSS ATTENTION NETWORK FOR FEW-SHOT CLASSIFICATION
|
2020 |
Hou, Ruibing |
SCAN: ASCALABLE NEURAL NETWORKS FRAMEWORK TOWARDS COMPACT AND EFFICIENT MODELS
|
2020 |
Zhang, Linfeng |
TEACHING MULTIPLE CONCEPTS TO A FORGETFUL LEARNER
|
2020 |
Hunziker, Anette |
REGULARIZED WEIGHTED LOW RANK APPROXIMATION
|
2020 |
Ban, Frank |
A PRIOR OF A GOOGOL GAUSSIANS: A TENSOR RING INDUCED PRIOR FOR GENERATIVE MODELS
|
2020 |
Kuznetsov, Maxim |
LIMITATIONS OF THE EMPIRICAL FISHER APPROXIMATION FOR NATURAL GRADIENT DESCENT
|
2020 |
Kunstner, Frederik |
EFFICIENT GRAPH GENERATION WITH GRAPH RECURRENT ATTENTION NETWORKS
|
2020 |
Liao, Renjie |
PSEUDO-EXTENDED MARKOV CHAIN MONTE CARLO
|
2020 |
Nemeth, Christopher |
LEARNING NEW TRICKS FROM OLD DOGS: MULTI-SOURCE TRANSFER LEARNING FROM PRE-TRAINED NETWORKS
|
2020 |
Lee, Joshua |
UNDERSTANDING AND IMPROVING LAYER NORMALIZATION
|
2020 |
Xu, Jingjing |
GLOBALLY OPTIMAL SCORE-BASED LEARNING OF DIRECTED ACYCLIC GRAPHS IN HIGH-DIMENSIONS
|
2020 |
Aragam, Bryon |
PARTIALLY ENCRYPTED DEEP LEARNING USING FUNCTIONAL ENCRYPTION
|
2020 |
Ryffel, Théo |
EFFICIENT DEEP APPROXIMATION OF GMMS
|
2020 |
Jalali, Shirin |
LEARNING LOW-DIMENSIONAL STATE EMBEDDINGS AND METASTABLE CLUSTERS FROM TIME SERIES DATA
|
2020 |
Sun, Yifan |
SYMMETRY-BASED DISENTANGLED REPRESENTATION LEARNING REQUIRES INTERACTION WITH ENVIRONMENTS
|
2020 |
Caselles-Dupré, Hugo |
UNSUPERVISED SCALABLE REPRESENTATION LEARNING FOR MULTIVARIATE TIME SERIES
|
2020 |
Franceschi, Jean-Yves |
END TO END LEARNING AND OPTIMIZATION ON GRAPHS
|
2020 |
Wilder, Bryan |
ADAPTIVE AUXILIARY TASK WEIGHTING FOR REINFORCEMENT LEARNING
|
2020 |
Lin, Xingyu |
A NONCONVEX APPROACH FOR EXACT AND EFFICIENT MULTICHANNEL SPARSE BLIND DECONVOLUTION
|
2020 |
Qu, Qing |
PRACTICAL AND CONSISTENT ESTIMATION OF F-DIVERGENCES
|
2020 |
Rubenstein, Paul |