AnAppleCore

AdaMix

This is the implementation of the paper AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning (https://arxiv.org/abs/2205.12410).

AdaptFormer

[NeurIPS 2022] Implementation of "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"

AML

AnAppleCore.github.io

Hongwei Yan's GitHub homepage.

AVION

Code release for "Training a Large Video Model on a Single Machine in a Day"

Awesome-Incremental-Learning

Awesome Incremental Learning

Bioinformatics

Course Project Repository for Bioinformatics

Blender_Camera

Create (image, camera pos) pairs with bpy API

MOSE

Multi-level Online Sequential Experts (MOSE) for online continual learning problem. (CVPR2024)

Ripple-Video-Prediction

Ripple Video Prediction using trivial convolution encoder and decoder

AnAppleCore/MOSE

Multi-level Online Sequential Experts (MOSE) for online continual learning problem. (CVPR2024)

AnAppleCore/Bioinformatics

Course Project Repository for Bioinformatics

AnAppleCore/AdaptFormer

[NeurIPS 2022] Implementation of "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"

AnAppleCore/AML

AnAppleCore/AnAppleCore.github.io

Hongwei Yan's GitHub homepage.

AnAppleCore/AVION

Code release for "Training a Large Video Model on a Single Machine in a Day"

AnAppleCore/Awesome-Incremental-Learning

Awesome Incremental Learning

AnAppleCore/BAN

Unofficial pytorch implementation of Born-Again Neural Networks.

AnAppleCore/BLRNN

Bilinear RNN for Reinformcement Learning (Atari game) based on cleanrl

AnAppleCore/CBA

This is an official PyTorch implementation of CBA: Improving Online Continual Learning via Continual Bias Adaptor.

AnAppleCore/Co2L

Co^2L: Contrastive Continual Learning (ICCV2021)

AnAppleCore/DeepCAD-RT

DeepCAD-RT: Real-time denoising of fluorescence time-lapse imaging using deep self-supervised learning

AnAppleCore/DEVIAS

[ECCV 2024 Oral] Official implementation of the paper "DEVIAS: Learning Disentangled Video Representations of Action and Scene"

AnAppleCore/GSA

Official implementation of the CVPR2023 paper 'Cross-Task Class Discrimination in Online Continual Learning'

AnAppleCore/Knowledge-Distillation-Zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

AnAppleCore/logit-standardization-KD

[CVPR 2024 Highlight] Logit Standardization in Knowledge Distillation

AnAppleCore/mammoth

An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

AnAppleCore/mindeye

fMRI-to-image reconstruction on the NSD dataset.

AnAppleCore/MixLoRA

State-of-the-art Parameter-Efficient MoE Fine-tuning Method

AnAppleCore/mixture-of-experts

PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538

AnAppleCore/MoE-Adapters4CL

Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024

AnAppleCore/MoE-PEFT

An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT

AnAppleCore/OnPro

Online Prototype Learning for Online Continual Learning (ICCV 2023)

AnAppleCore/RepAdapter

Official implementation of "Towards Efficient Visual Adaption via Structural Re-parameterization".

AnAppleCore/SRDTrans

SRDTrans: Spatial redundancy transformer for self-supervised fluorescence image denoising

AnAppleCore/SUPPORT

Accurate denoising of voltage imaging data through statistically unbiased prediction, Nature Methods.

AnAppleCore/TAKD

Using Teacher Assistants to Improve Knowledge Distillation: https://arxiv.org/pdf/1902.03393.pdf

AnAppleCore/tiny-transformers

[ECCV 2022] Implementation of the paper "Locality Guidance for Improving Vision Transformers on Tiny Datasets"

AnAppleCore/VideoMAEv2

[CVPR 2023] VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking

AnAppleCore/VideoMamba

[ECCV2024] VideoMamba: State Space Model for Efficient Video Understanding