iclr2020 topic
FreeLB
Adversarial Training for Natural Language Understanding
deformable-kernels
Deforming kernels to adapt towards object deformation. In ICLR 2020.
pytorch-ensembles
Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning, ICLR 2020
deep_bingham
Code for "Deep Orientaton Uncertainty Learning based on a Bingham Loss" (ICLR2020)
A2L
[ICLR 2020] Learning to Move with Affordance Maps 🗺️🤖💨
Learning-From-Rules
Implementation of experiments in paper "Learning from Rules Generalizing Labeled Exemplars" to appear in ICLR2020 (https://openreview.net/forum?id=SkeuexBtDr)
pcdarts-tf2
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
[ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning
LambdaNet
Probabilistic Type Inference using Graph Neural Networks