Liangyu Chen's repositories
NTU_FYP_latex_template
NTU FYP template by Latex
random_hacks
Random hacks that I need to keep happy
BIG-bench
Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models
cartography
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics
Chexpert
Top 1 solution of Chexpert
DBALwithImgData
Deep Bayesian Active Learning with Image Data by Gal et al. (ICML 2017)
Dissertation
Zongwei Zhou's Ph.D. Dissertation
fast-stable-diffusion
fast-stable-diffusion, +25-50% speed increase + memory efficient + DreamBooth
lilianweng.github.io
My personal page
mmaction2
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
mmclassification
OpenMMLab Image Classification Toolbox and Benchmark
mmdetection
OpenMMLab Detection Toolbox and Benchmark
mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
mmselfsup
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
OFA
Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
OpenPSG
Benchmarking Panoptic Scene Graph Generation (PSG), ECCV'22
qlib
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.
SlowFast
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.