jxzhangjhu Goto Github PK

imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

imbalanced-ssl

Code Release for "Self-supervised Learning is More Robust to Dataset Imbalance"

implicit-normalizing-flows

Code for "Implicit Normalizing Flows" (ICLR 2021 spotlight)

improved-diffusion

Release for Improved Denoising Diffusion Probabilistic Models

improved_contrastive_divergence

[ICML'21] Improved Contrastive Divergence Training of Energy Based Models

info8010-deep-learning

Lectures for INFO8010 - Deep Learning, ULiège

informative-outlier-mining

We propose a theoretically motivated method, Adversarial Training with informative Outlier Mining (ATOM), which improves the robustness of OOD detection to various types of adversarial OOD inputs and establishes state-of-the-art performance.

inn-exploding-inverses

Code for Understanding and Mitigating Exploding Inverses in Invertible Neural Networks http://arxiv.org/abs/2006.09347

inn_toy_data

Code for artificial toy data sets used to evaluate (conditional) invertible neural networks and related methods

intro_to_ml_safety

invdn

Implementation for the paper: Invertible Denoising Network: A Light Solution for Real Noise Removal (CVPR2021).

inverse_rl

invertiblenetworks.jl

A Julia framework for invertible neural networks

invfool

Code related to the paper "On instabilities of deep learning in image reconstruction - Does AI come at a cost?"

is-bert

An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)

iv_rl

IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jax-md

Differentiable, Hardware Accelerated, Molecular Dynamics

jem

Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"

jxzhangjhu.github.io

keras-gan

Keras implementations of Generative Adversarial Networks.

keras-io

Keras documentation, hosted live at keras.io

kinetic-gan

Code for the paper "Generative Adversarial Graph Convolutional Networks for Human Action Synthesis", WACV 2022

kwng

A Pytorch implementation of the KWNG estimator

labelfree-dnn-surrogate

Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning

langevin-dynamics-and-score-matching

A demo shows how to combine Langevin dynamics with score matching for generative models.

latent-energy-transport

ldebm

[ICML 2022] Latent Diffusion Energy-Based Model for Interpretable Text Modeling

ldu

Latent Discriminant deterministic Uncertainty [ECCV2022]

learned_gradient_tomography

Solving ill-posed inverse problems using iterative deep neural networks