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Xiwen Wei's Projects

bgd icon bgd

Implementation of Bayesian Gradient Descent

dualprompt-pytorch icon dualprompt-pytorch

PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22

eecs470_f19 icon eecs470_f19

RISC-V based 32-bit out-of-order pipeline. Register renaming scheme followed by MIPS R10K.

fp-dataset-artifacts icon fp-dataset-artifacts

Final project starter code for NLP classes at UT Austin: provides a HuggingFace trainer to enable studying of dataset artifacts.

gmed icon gmed

Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020

gpm icon gpm

Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"

l2p icon l2p

Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22

l2p-pytorch icon l2p-pytorch

PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22

online-continual-learning icon online-continual-learning

A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomputing).

online_ema icon online_ema

Code for the CoLLAs 2023 paper "Improving Online Continual Learning Performance and Stability With Temporal Ensemble"

onpro icon onpro

Online Prototype Learning for Online Continual Learning (ICCV 2023)

pcr icon pcr

Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning

stm32-mcu icon stm32-mcu

Application components for STMicro STM32 MCUs

stm32pio icon stm32pio

Automate managing of STM32CubeMX + PlatformIO projects

time-llm icon time-llm

[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

timesfm icon timesfm

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

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