tokaka22

Adversarial-Distributional-Training

Adversarial Distributional Training (NeurIPS 2020)

Analytic-continual-learning

This repository will be posting analytic continual learning series, including Analytic Class-Incremental Learning (ACIL), Gaussian Kernel Embedded Analytic Learning (GKEAL), Dual-Stream Analytic Learning (DS-AL), etc.

auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

AWP

Codes for NeurIPS 2020 paper "Adversarial Weight Perturbation Helps Robust Generalization"

Causal-Adversarial-Instruments

Official PyTorch Implementation for "Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression" in CVPR 2023

CNN_Visualizations

Visualization of Adversarial Examples

consistent_depth

We estimate dense, flicker-free, geometrically consistent depth from monocular video, for example hand-held cell phone video.

deep-symbolic-optimization

Source code for deep symbolic optimization.

DF-Net

[ECCV 2018] DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency

GMAA

tokaka22/RAFT

tokaka22/consistent_depth

We estimate dense, flicker-free, geometrically consistent depth from monocular video, for example hand-held cell phone video.

tokaka22/F2Net

Code for AAAI 2021 paper: F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation

tokaka22/EQL-Wind-Speed-Forecasting

Official repository for the paper "Symbolic regression for scientific discovery: an application to wind speed forecasting"

tokaka22/Adversarial-Distributional-Training

Adversarial Distributional Training (NeurIPS 2020)

tokaka22/PM2.5-GNN

PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting

tokaka22/Fooling_Neural_Network-Interpretations

This repository provides a PyTorch implementation of "Fooling Neural Network Interpretations via Adversarial Model Manipulation". Our paper has been accepted to NeurIPS 2019.

tokaka22/CNN_Visualizations

Visualization of Adversarial Examples

tokaka22/DF-Net

[ECCV 2018] DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency