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cw's Projects

blip icon blip

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

dab-detr icon dab-detr

Code of DAB-DETR with my custom comments

deepdive-book icon deepdive-book

Case studies of the book: "Transformer for Machine Learning A Deep Dive".

neural-ode-exp icon neural-ode-exp

Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations

ofa icon ofa

Official repository of OFA. Paper: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

score_sde_pytorch icon score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

spark icon spark

[ICLR'23 Spotlight] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

sparsegpt icon sparsegpt

Code for the paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".

torchdiffeq icon torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

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