oyt9306 Goto Github PK

avalanche

Avalanche: a End-to-End Library for Continual Learning.

class-incremental-learning

PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020)

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

data_diet

decorruptor

[ECCV 2024] We propose Decorruptor to enhance the robustness of the diffusion model and accelerate the diffusion-based image-level updates.

facil

Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.

geodesic-clip

On mitigating stability-plasticity dilemma in CLIP-guided image morphing via geodesic distillation loss

la-maml

Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"

mafs

# The source code for my Master of Science (MS) degree thesis

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

oyt9306.github.io

Personal webpage

pathplanning

Common used path planning algorithms with animations.

pycontrast

PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers

rainbow-memory

Official pytorch implementation of Rainbow Memory (CVPR 2021)

sagp_reproducing

2020 GNN Lecture (Final project)

study_summary

# The collection of my personal files

tent

ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization