Search Results - RepositoryStats

197

911

mit

27

Mastering Atari with Discrete World Models

atari research robotics world-models deep-learning machine-learning video-prediction reinforcement-learning artificial-intelligence

Created 2020-12-04

28 commits to main branch, last one 2 years ago

OpenSTL chengtan9907

133

820

apache-2.0

10

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

mlp pytorch benchmark transformer awesome-list awesome-lists deep-learning computer-vision video-prediction weather-forecast attention-mechanism predictive-learning artificial-intelligence self-supervised-learning

Created 2022-07-27

169 commits to OpenSTL-Lightning branch, last one 4 months ago

predrnn-pytorch thuml

115

455

unknown

11

Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.

video-prediction predictive-learning recurrent-neural-networks

Created 2019-12-12

122 commits to master branch, last one about a year ago

CVPR23_LFDM nihaomiao

42

454

bsd-2-clause

11

The pytorch implementation of our CVPR 2023 paper "Conditional Image-to-Video Generation with Latent Flow Diffusion Models"

cvpr2023 optical-flow image-to-video image-animation diffusion-models latent-diffusion video-generation video-prediction

Created 2023-02-27

49 commits to main branch, last one 6 months ago

common_metrics_on_video_quality JunyaoHu

10

265

unknown

1

You can easily calculate FVD, PSNR, SSIM, LPIPS for evaluating the quality of generated or predicted videos.

fvd psnr ssim video metrics pytorch video-generation video-prediction

Created 2022-12-23

65 commits to main branch, last one 3 days ago

MogaNet Westlake-AI

14

216

apache-2.0

3

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

cnn coco mamba ade20k convnet pytorch backbone imagenet segmentation pose-estimation machine-learning object-detection video-prediction 3d-pose-estimation vision-transformer image-classification instance-segmentation

Created 2022-11-16

33 commits to main branch, last one 10 months ago

e3d_lstm google

57

198

apache-2.0

14

e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond

lstm rnns video tensorflow deeplearning rnn-tensorflow video-prediction unsupervised-learning

Created 2019-04-11

8 commits to master branch, last one 2 years ago

point-cloud-prediction PRBonn

25

145

mit

7

Self-supervised Point Cloud Prediction Using 3D Spatio-temporal Convolutional Networks

cloud lidar point video prediction forecasting point-cloud range-image video-prediction point-forecasting point-cloud-prediction point-cloud-forecasting self-supervised-learning

Created 2021-09-27

12 commits to main branch, last one 8 months ago

Video-Prediction-using-PyTorch holmdk

33

112

mit

2

Video Predicting using ConvLSTM and pytorch

pytorch convlstm deep-learning frame-prediction video-prediction pytorch-lightning video-prediction-models

Created 2019-07-09

16 commits to master branch, last one 3 years ago

SlotFormer pairlab

21

103

mit

5

Code release for ICLR 2023 paper: SlotFormer on object-centric dynamics models

vqa pytorch planning deep-learning dynamics-model computer-vision video-prediction

Created 2023-01-23

35 commits to master branch, last one about a year ago

iVideoGPT thuml

4

90

mit

6

Official repository for "iVideoGPT: Interactive VideoGPTs are Scalable World Models" (NeurIPS 2024), https://arxiv.org/abs/2405.15223

gpt world-model visual-planning video-generation video-prediction open-x-embodiment robotic-manipulation model-based-reinforcement-learning

Created 2024-05-24

52 commits to main branch, last one 2 days ago

LMC-Memory sangmin-git

22

88

other

6

Official PyTorch implementation of "Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning" (CVPR 2021 Oral)

pytorch cvpr2021 video-prediction

Created 2021-03-28

7 commits to main branch, last one 3 years ago

srvp edouardelasalles

14

77

apache-2.0

3

Official implementation of the paper Stochastic Latent Residual Video Prediction

vae pytorch icml-2020 stochastic deep-learning generative-model video-prediction latent-variable-models

Created 2020-02-14

29 commits to master branch, last one 2 years ago

convlstmgru aserdega

20

72

mit

2

Pytorch implementations of ConvLSTM and ConvGRU modules with examples

convgru pytorch convlstm seq-to-seq moving-mnist bouncing-mnist encoder-decoder video-prediction

Created 2020-05-25

19 commits to master branch, last one 3 years ago

MotionRNN thuml

8

53

unknown

6

About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/abs/2103.02243

deep-learning video-prediction

Created 2022-10-08

8 commits to main branch, last one about a year ago

Awesome-World-Models leofan90

2

48

bsd-3-clause

2

A comprehensive list of papers for the definition of World Models and using World Models for General Video Generation, Embodied AI, and Autonomous Driving, including papers, codes, and related website...

awesome embodied-ai world-model deep-learning video-prediction future-prediction autonomous-driving artificial-intelligence

Created 2024-11-09

29 commits to main branch, last one a day ago

weather4cast iarai

16

46

unknown

8

Code accompanying our IARAI Weather4cast Challenge

dataset benchmark nowcasting competition temperature deep-learning precipitation machine-learning video-prediction weather-forecast satellite-imagery transfer-learning

Created 2021-04-01

9 commits to master branch, last one 2 years ago

Video-Prediction iamrakesh28

11

44

unknown

3

Implementation of Transformer Encoder Decoder Architecture for Video Predictions

conv-lstm video-prediction transformer-architecture encoder-decoder-architecture

Created 2021-03-20

70 commits to master branch, last one 3 years ago

slamp kaanakan

3

40

apache-2.0

3

SLAMP: Stochastic Latent Appearance and Motion Prediction

vae pytorch iccv2021 stochastic optical-flow deep-learning generative-model video-prediction future-prediction autonomous-driving latent-variable-models

Created 2021-12-07

7 commits to master branch, last one about a year ago

SEMA Westlake-AI

2

25

apache-2.0

2

Switch EMA: A Free Lunch for Better Flatness and Sharpness

pytorch regression optimization regularization image-generation object-detection video-prediction image-classification self-supervised-learning

Created 2023-10-21

4 commits to main branch, last one 10 months ago