iclr2020 topic

List iclr2020 repositories

FreeLB

252
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40
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Adversarial Training for Natural Language Understanding

deformable-kernels

201
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28
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Deforming kernels to adapt towards object deformation. In ICLR 2020.

pytorch-ensembles

235
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23
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Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning, ICLR 2020

deep_bingham

30
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9
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Code for "Deep Orientaton Uncertainty Learning based on a Bingham Loss" (ICLR2020)

A2L

31
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2
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[ICLR 2020] Learning to Move with Affordance Maps 🗺️🤖💨

Learning-From-Rules

49
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5
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Implementation of experiments in paper "Learning from Rules Generalizing Labeled Exemplars" to appear in ICLR2020 (https://openreview.net/forum?id=SkeuexBtDr)

pcdarts-tf2

27
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8
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PC-DARTS (PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search, published in ICLR 2020) implemented in Tensorflow 2.0+. This is an unofficial implementation.

SV-RL

34
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6
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[ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning

LambdaNet

46
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12
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Probabilistic Type Inference using Graph Neural Networks