j-min

VL-T5

PyTorch code for "Unifying Vision-and-Language Tasks via Text Generation" (ICML 2021)

tf_tutorial_plus

Tutorials for TensorFlow APIs the official documentation doesn't cover

Adversarial_Video_Summary

Unofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)

CLIP-Caption-Reward

PyTorch code for "Fine-grained Image Captioning with CLIP Reward" (Findings of NAACL 2022)

DallEval

DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models (ICCV 2023)

Dropouts

PyTorch Implementations of Dropout Variants

HiREST

Hierarchical Video-Moment Retrieval and Step-Captioning (CVPR 2023)

MoChA-pytorch

PyTorch Implementation of "Monotonic Chunkwise Attention" (ICLR 2018)

DSG

Davidsonian Scene Graph (DSG) for Text-to-Image Evaluation (ICLR 2024)

VPGen

Visual Programming for Text-to-Image Generation and Evaluation (NeurIPS 2023)

PixelCNN

PyTorch implementation of PixelCNN from "Pixel Recurrent Neural Networks"

IterInpaint

Code for IterInpaint model, presented in Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation (2023)

language-evaluation

:clipboard: Collection of evaluation code for natural language generation.

generative_models

PyTorch Implementations of Generative models

pytorch-docker

dotfiles

my dotfile configurations

LayoutBench

Code for LayoutBench, presented in Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation (2023)

Math-for-IE

Codes for Mathematical Methods for Industrial and Management Engineering (산업경영수리기법) @ SNU 2017-F

ml_snips

Custom ML snippets

pydropbox

Simple Wrapper for Dropbox Python API

pyrouge

A Python wrapper for the ROUGE summarization evaluation package

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

cider

python codes for CIDEr - Consensus-based Image Caption Evaluation

clevr-dataset-gen

A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

CLIP

Contrastive Language-Image Pretraining

grid-feats-vqa

Grid features pre-training code for visual question answering

humble-gumbel

Jupyter notebook on Gumbel-max and Gumbel-softmax tricks

j-min

pycocoevalcap

Python 3 support for the MS COCO caption evaluation tools

PytorchDockerExample

Pytorch 기반의 딥러닝 학습 모델에 대한 예시 제공