generalization topic

Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022

twni2016

[TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training

LayneH

PGDrive: an open-ended driving simulator with infinite scenes from procedural generation

decisionforce

Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.

sayakpaul

Implementation of the paper Recurrent Independent Mechanisms (https://arxiv.org/pdf/1909.10893.pdf)

dido1998

Code of paper: "DropAttack: A Masked Weight Adversarial Training Method to Improve Generalization of Neural Networks"

nishiwen1214

The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We significantly improve the systematic generalization of transform...

RobertCsordas

Code for 3D Reconstruction of Novel Object Shapes from Single Images paper

rehg-lab

Official code of "Discovering Invariant Rationales for Graph Neural Networks" (ICLR 2022)

Wuyxin

Official code for Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection (CVPR 2022 oral)

liangchen527