stdKonjac

Tune-A-Video

[ICCV 2023] Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

RecBole

A unified, comprehensive and efficient recommendation library

pytorchvideo

A deep learning library for video understanding research.

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

adapters

A Unified Library for Parameter-Efficient and Modular Transfer Learning

OFA

Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

Awesome-Dataset-Distillation

Awesome Dataset Distillation Papers

RecSysDatasets

This is a repository of public data sources for Recommender Systems (RS).

TimeSformer-pytorch

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

adapter-bert

DatasetCondensation

Dataset Condensation (ICLR21 and ICML21)

mtt-distillation

Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"

c3d-pytorch

Pytorch porting of C3D network, with Sports1M weights

AdaptFormer

[NeurIPS 2022] Implementation of "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"

news-recommendation

Implementations of some methods in news recommendation.

Efficient-Prompt

UniSRec

[KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".

video-clip-order-prediction

Self-supervised Spatiotemporal Learning via Video Clip Order Prediction

svt

Official repository for "Self-Supervised Video Transformer" (CVPR'22)

MSCLIP

Official Code of ECCV 2022 paper MS-CLIP

dc_benchmark

Tiny-ImageNet

Image classification on Tiny ImageNet

ms-sl

Source code of our MM'22 paper Partially Relevant Video Retrieval

atp-video-language

Official repo for CVPR 2022 (Oral) paper: Revisiting the "Video" in Video-Language Understanding. Contains code for the Atemporal Probe (ATP).

TVTS

Turning to Video for Transcript Sorting

bert_adapter

Implementation of the paper Parameter-Efficient Transfer Learning for NLP, Houlsby [Google], 2019. Published in ICML 2019.

ConMH

[AAAI 2023] Contrastive Masked Autoencoders for Self-Supervised Video Hashing