ldery Goto Github PK

aang

arml_auxiliary_task_reweighting

Code for our paper "Auxiliary Task Reweighting for Minimum-data Learning" (NeurIPS 2020)

attittud

Official Repo for ICLR2021 paper : AUXILIARY TASK UPDATE DECOMPOSITION : THE GOOD, THE BAD AND THE NEUTRAL

automating-auxiliary-learning

bamos.github.io

bonsai

Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"

cofipruning

ACL 2022: Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

git_tutorial

A sample git tutorial repo

gradientreversallayertutorial

imgcap_tutorial

indigo

Empirically learned congestion control by imitation learning with RNNs

ldery.github.io

metalearning-for-multitask-pretraining

Meta-learning to learn optimal weighting that ensures that we do well on downstream tasks

metalearning_unsup

Meta-learning unsupervised representations

modules

The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We develop a method for analyzing emerging functional modularity in neural networks based on differentiable weight masks and use it to point out important issues in current-day neural networks.

mtl-ssl-toy

Toy Example

my_wanda

A simple and effective LLM pruning approach.

nash-mtl-clone

Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]

olfmlm

sad-and-lucid

Blog For Lucio And Soji :)

simple_tartan

simple vision implementation of mt and meta-tartan

stable-continual-learning

Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)

supervised-reptile

Code for the paper "On First-Order Meta-Learning Algorithms"

tartan

Official Repo for ICLR2022 paper : Should we be Pre-Training ? Exploring End-Task Aware Training In Lieu of Continued Pre-training

vision

Datasets, Transforms and Models specific to Computer Vision