arXiv is an e-print service in the fields of physics, mathematics, computer science, quantitative biology, quantitative finance and statistics.

Model-Based Active Exploration

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, cs.IT, cs.NE, math.IT, stat.ML

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, cs.IT, cs.NE, math.IT, stat.ML

Episodic Curiosity through Reachability

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, cs.CV, cs.RO, stat.ML

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, cs.CV, cs.RO, stat.ML

Large-Scale Study of Curiosity-Driven Learning

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, cs.CV, cs.RO, stat.ML

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, cs.CV, cs.RO, stat.ML

Multi-task Deep Reinforcement Learning with PopArt

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, stat.ML

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, stat.ML

IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI

Language GANs Falling Short

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CL, cs.LG

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CL, cs.LG

On the Evaluation of Common-Sense Reasoning in Natural Language Understanding

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, cs.CL, stat.ML

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, cs.CL, stat.ML

Trellis Networks for Sequence Modeling

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, cs.CL, stat.ML

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, cs.CL, stat.ML

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CL

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CL

Optimizing Agent Behavior over Long Time Scales by Transporting Value

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI, cs.LG

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI, cs.LG

Unsupervised Learning via Meta-Learning

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, cs.CV, stat.ML

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, cs.CV, stat.ML

Producing radiologist-quality reports for interpretable artificial intelligence

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI

Compositional Obverter Communication Learning From Raw Visual Input

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI, cs.CL, cs.LG, cs.NE

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI, cs.CL, cs.LG, cs.NE

Towards Robust Evaluations of Continual Learning

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.LG

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.LG

Banach Wasserstein GAN

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV, cs.LG, math.FA

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV, cs.LG, math.FA

A Comparison of Word Embeddings for the Biomedical Natural Language Processing

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.IR

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.IR

Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

The challenge of realistic music generation: modelling raw audio at scale

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.SD, cs.LG, eess.AS, stat.ML

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.SD, cs.LG, eess.AS, stat.ML

Quasi-Monte Carlo Variational Inference

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.LG

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.LG

Insights on representational similarity in neural networks with canonical correlation

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.AI, cs.CV, cs.LG, cs.NE

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.AI, cs.CV, cs.LG, cs.NE

BRUNO: A Deep Recurrent Model for Exchangeable Data

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML

Actor and Action Video Segmentation from a Sentence

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

Taskonomy: Disentangling Task Transfer Learning

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV, cs.AI, cs.LG, cs.NE, cs.RO

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV, cs.AI, cs.LG, cs.NE, cs.RO

Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

Certified Defenses against Adversarial Examples

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG

Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.CR, cs.CV

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.CR, cs.CV

Adversarial Vulnerability of Neural Networks Increases With Input Dimension

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.CV, cs.LG, 68T45, I.2.6

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.CV, cs.LG, 68T45, I.2.6

Deep contextualized word representations

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CL

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CL

Born Again Neural Networks

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.AI, cs.LG

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.AI, cs.LG

How Does Batch Normalization Help Optimization? (No, It Is Not About Internal Covariate Shift)

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.LG, cs.NE

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.LG, cs.NE

The unreasonable effectiveness of the forget gate

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.NE, cs.LG, stat.ML

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.NE, cs.LG, stat.ML

Differentiable plasticity: training plastic neural networks with backpropagation

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.NE, cs.LG, stat.ML

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.NE, cs.LG, stat.ML

Associative Compression Networks for Representation Learning

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.NE, cs.LG, stat.ML

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.NE, cs.LG, stat.ML

A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.SD, eess.AS, stat.ML

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.SD, eess.AS, stat.ML

Women also Snowboard: Overcoming Bias in Captioning Models

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

RUDDER: Return Decomposition for Delayed Rewards

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, math.OC, stat.ML

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, math.OC, stat.ML

CocoNet: A deep neural network for mapping pixel coordinates to color values

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

Deep Learning: A Critical Appraisal

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI, cs.LG, stat.ML, 97R40, I.2.0; I.2.6

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI, cs.LG, stat.ML, 97R40, I.2.0; I.2.6

Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, stat.ML

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, stat.ML

Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Using Deep Learning for Segmentation and Counting within Microscopy Data

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Addressing Function Approximation Error in Actor-Critic Methods

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI, cs.LG, stat.ML

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI, cs.LG, stat.ML

Image-based Synthesis for Deep 3D Human Pose Estimation

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

PoTrojan: powerful neural-level trojan designs in deep learning models

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CR, cs.LG

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CR, cs.LG

DensePose: Dense Human Pose Estimation In The Wild

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG

Curiosity-driven reinforcement learning with homeostatic regulation

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI

more

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI

About