Comparing Rewinding and Fine-tuning in Neural Network Pruning

International Conference on Learning Representations - 2020 via Local Bibsonomy

Keywords: dblp

International Conference on Learning Representations - 2020 via Local Bibsonomy

Keywords: dblp

Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels

arXiv e-Print archive - 2020 via Local arXiv

Keywords: cs.LG, cs.CV, eess.IV, stat.ML

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arXiv e-Print archive - 2020 via Local arXiv

Keywords: cs.LG, cs.CV, eess.IV, stat.ML

What Can Learned Intrinsic Rewards Capture?

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Reformer: The Efficient Transformer

arXiv e-Print archive - 2020 via Local arXiv

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

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arXiv e-Print archive - 2020 via Local arXiv

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

Augmenting Genetic Algorithms with Deep Neural Networks for Exploring the Chemical Space

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

AI-aided design of novel targeted covalent inhibitors against SARS-CoV-2

bioRxiv: The preprint server for biology - 0 via Local CrossRef

Keywords:

bioRxiv: The preprint server for biology - 0 via Local CrossRef

Keywords:

Directional Message Passing for Molecular Graphs

arXiv e-Print archive - 2020 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2020 via Local Bibsonomy

Keywords: dblp

Self-Attention Based Molecule Representation for Predicting Drug-Target Interaction

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Improved protein structure prediction using potentials from deep learning

Nature - 2020 via Local CrossRef

Keywords:

Nature - 2020 via Local CrossRef

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Predicting protein–protein interactions through sequence-based deep learning

Bioinformatics - 2018 via Local CrossRef

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Bioinformatics - 2018 via Local CrossRef

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Junction Tree Variational Autoencoder for Molecular Graph Generation

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

Molecular de-novo design through deep reinforcement learning

J. Cheminformatics - 2017 via Local Bibsonomy

Keywords: dblp

J. Cheminformatics - 2017 via Local Bibsonomy

Keywords: dblp

Automatic chemical design using a data-driven continuous representation of molecules

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Neural Message Passing for Quantum Chemistry

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

Low Data Drug Discovery with One-shot Learning

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

MoleculeNet: A Benchmark for Molecular Machine Learning

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

Molecular Graph Convolutions: Moving Beyond Fingerprints

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Convolutional Networks on Graphs for Learning Molecular Fingerprints

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Boosting Docking-based Virtual Screening with Deep Learning

arXiv e-Print archive - 2016 via Local arXiv

Keywords: q-bio.QM

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: q-bio.QM

Combining docking pose rank and structure with deep learning improves protein-ligand binding mode prediction

arXiv e-Print archive - 2019 via Local arXiv

Keywords: q-bio.BM, physics.bio-ph, stat.ML

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arXiv e-Print archive - 2019 via Local arXiv

Keywords: q-bio.BM, physics.bio-ph, stat.ML

When to use parametric models in reinforcement learning?

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Are Disentangled Representations Helpful for Abstract Visual Reasoning?

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Generating Diverse High-Fidelity Images with VQ-VAE-2

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model

arXiv e-Print archive - 2019 via Local arXiv

Keywords: cs.LG, stat.ML

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arXiv e-Print archive - 2019 via Local arXiv

Keywords: cs.LG, stat.ML

Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck

- 2019 via Local Bibsonomy

Keywords: approximate, readings, generalization, optimization, information, compression, theory

- 2019 via Local Bibsonomy

Keywords: approximate, readings, generalization, optimization, information, compression, theory

Adversarial Self-Defense for Cycle-Consistent GANs

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

FreeLB: Enhanced Adversarial Training for Language Understanding

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Ease-of-Teaching and Language Structure from Emergent Communication

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Plan Arithmetic: Compositional Plan Vectors for Multi-Task Control

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

RTFM: Generalising to Novel Environment Dynamics via Reading

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Learning to Predict Without Looking Ahead: World Models Without Forward Prediction

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Are Sixteen Heads Really Better than One?

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Wasserstein Dependency Measure for Representation Learning

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Explanations can be manipulated and geometry is to blame

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Saccader: Improving Accuracy of Hard Attention Models for Vision

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Learning Robust Rewards with Adversarial Inverse Reinforcement Learning

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

Explaining Image Classifiers by Counterfactual Generation

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

Measuring the Effects of Data Parallelism on Neural Network Training

- 2018 via Local Bibsonomy

Keywords: parallel, distributed

- 2018 via Local Bibsonomy

Keywords: parallel, distributed

Temporal Difference Variational Auto-Encoder

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Hierarchical Autoregressive Image Models with Auxiliary Decoders

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

Meta-Learning Update Rules for Unsupervised Representation Learning

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned

arXiv e-Print archive - 2019 via Local arXiv

Keywords: cs.CL

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arXiv e-Print archive - 2019 via Local arXiv

Keywords: cs.CL

Few-Shot Adversarial Learning of Realistic Neural Talking Head Models

arXiv e-Print archive - 2019 via Local arXiv

Keywords: cs.CV, cs.GR, cs.LG

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arXiv e-Print archive - 2019 via Local arXiv

Keywords: cs.CV, cs.GR, cs.LG

HellaSwag: Can a Machine Really Finish Your Sentence?

arXiv e-Print archive - 2019 via Local arXiv

Keywords: cs.CL

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arXiv e-Print archive - 2019 via Local arXiv

Keywords: cs.CL

Learning to Navigate in Cities Without a Map

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask

- 2019 via Local Bibsonomy

Keywords: pruning, nas

- 2019 via Local Bibsonomy

Keywords: pruning, nas

Decoupled Weight Decay Regularization

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG, cs.NE, math.OC

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG, cs.NE, math.OC

Meta-learners' learning dynamics are unlike learners'

arXiv e-Print archive - 2019 via Local arXiv

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

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arXiv e-Print archive - 2019 via Local arXiv

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

MixMatch: A Holistic Approach to Semi-Supervised Learning

- 2019 via Local Bibsonomy

Keywords: semi-supervised-learning

- 2019 via Local Bibsonomy

Keywords: semi-supervised-learning

Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

S$^\mathbf{4}$L: Self-Supervised Semi-Supervised Learning

arXiv e-Print archive - 2019 via Local arXiv

Keywords: cs.CV, cs.LG

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arXiv e-Print archive - 2019 via Local arXiv

Keywords: cs.CV, cs.LG

Adversarial Examples Are Not Bugs, They Are Features

- 2019 via Local Bibsonomy

Keywords: adversarial

- 2019 via Local Bibsonomy

Keywords: adversarial

The Marginal Value of Adaptive Gradient Methods in Machine Learning

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

Diversity is All You Need: Learning Skills without a Reward Function

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Exploration by Random Network Distillation

- 2018 via Local Bibsonomy

Keywords: reinforcement-learning

- 2018 via Local Bibsonomy

Keywords: reinforcement-learning

On the Pitfalls of Measuring Emergent Communication

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2019 via Local Bibsonomy

Keywords: dblp