pjlintw
researching efficient NLP, particularly module representation learning and data efficiency.
LLMs Lab, Virginia TechVirginia
pjlintw's Stars
facebookresearch/fastText
Library for fast text representation and classification.
speechbrain/speechbrain
A PyTorch-based Speech Toolkit
AntixK/PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
thunlp/OpenPrompt
An Open-Source Framework for Prompt-Learning.
POSTECH-CVLab/PyTorch-StudioGAN
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
adapter-hub/adapters
A Unified Library for Parameter-Efficient and Modular Transfer Learning
tristandeleu/pytorch-meta
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
CalculatedContent/WeightWatcher
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
bojone/vae
a simple vae and cvae from keras
GuitarML/SmartGuitarAmp
Guitar plugin made with JUCE that uses neural networks to emulate a tube amplifier.
epfml/OptML_course
EPFL Course - Optimization for Machine Learning - CS-439
google-research/prompt-tuning
Original Implementation of Prompt Tuning from Lester, et al, 2021
GFNOrg/gflownet
Generative Flow Networks
jxhe/unify-parameter-efficient-tuning
Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)
facebookresearch/ppuda
Code for Parameter Prediction for Unseen Deep Architectures (NeurIPS 2021)
rabeehk/hyperformer
thunlp/Prompt-Transferability
On Transferability of Prompt Tuning for Natural Language Processing
JetRunner/MetaDistil
Code for ACL 2022 paper "BERT Learns to Teach: Knowledge Distillation with Meta Learning".
aetting/lm-diagnostics
Diagnostic tests for linguistic capacities in language models
moskomule/l0.pytorch
an implementation of L0 regularization with PyTorch
varunnair18/FISH
Code for "Training Neural Networks with Fixed Sparse Masks" (NeurIPS 2021).
hytseng0509/DropGrad
Regularizing Meta-Learning via Gradient Dropout
choidami/sst
rabeehk/vibert
Implementation for Variational Information Bottleneck for Effective Low-resource Fine-tuning, ICLR 2021
guanzhchen/PETuning
UKPLab/adaptable-adapters
salesforce/Overture
Library for soft prompt tuning
yexiangw/savn
Pytorch implementation for Slot Attention with Value Normalization (SAVN)(Wang et al., 2020).
JetRunner/TuPaTE
Code for EMNLP 2022 paper "Efficiently Tuned Parameters are Task Embeddings"
chiaminchuang/honorary-leave-protector
班長,我想放假!