lopezpaz

DomainBed

DomainBed is a suite to test domain generalization algorithms

GradientEpisodicMemory

Continuum Learning with GEM: Gradient Episodic Memory

InvariantRiskMinimization

PyTorch code to run synthetic experiments.

SingleModelUncertainty

Learning error bars for neural network predictions

causation_learning_theory

Code for "Towards a learning theory of cause-effect inference" (ICML 2015).

classifier_tests

Code for "Revisiting classifier two-sample tests" (ICLR 2017).

distillation_privileged_information

Code for "Unifying distillation and privileged information" (ICLR 2016).

domain_adaptation_with_copulas

Code for "Semi-supervised domain adaptation with non-parametric copulas" (NIPS 2012).

gaussian_process_conditional_copulas

Code for "Gaussian process vine copulas for multivariate dependence" (ICML 2013).

randomized_nonlinear_component_analysis

Code for "Randomized nonlinear component analysis" (ICML 2014).

lopezpaz/distillation_privileged_information

Code for "Unifying distillation and privileged information" (ICLR 2016).

lopezpaz/causation_learning_theory

Code for "Towards a learning theory of cause-effect inference" (ICML 2015).

lopezpaz/classifier_tests

Code for "Revisiting classifier two-sample tests" (ICLR 2017).

lopezpaz/randomized_nonlinear_component_analysis

Code for "Randomized nonlinear component analysis" (ICML 2014).

lopezpaz/gaussian_process_conditional_copulas

Code for "Gaussian process vine copulas for multivariate dependence" (ICML 2013).

lopezpaz/domain_adaptation_with_copulas

Code for "Semi-supervised domain adaptation with non-parametric copulas" (NIPS 2012).

lopezpaz/randomized_causation_coefficient

Code for "The randomized causation coefficient" (JMLR 2014).

lopezpaz/randomized_dependence_coefficient

Code for "The randomized dependence coefficient" (NIPS 2013).

lopezpaz/yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

lopezpaz/cocoapi

COCO API - Dataset @ http://cocodataset.org/

lopezpaz/jtt

Code for "Just Train Twice: Improving Group Robustness without Training Group Information"

lopezpaz/notebooks

lopezpaz/small_maml

lopezpaz/tabulator

lopezpaz/the-invariance-principle

lopezpaz/vicreg

VICReg official code base