video-prediction

#计算机科学#Mastering Atari with Discrete World Models

翻译 - 运用离散世界模型掌握Atari

#Awesome#OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

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

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

Stochastic Adversarial Video Prediction

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

#计算机科学#Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)

#计算机科学#[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

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

Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" (CVPR 2019)

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

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

#计算机科学#Video Predicting using ConvLSTM and pytorch

#计算机科学#Code release for ICLR 2023 paper: SlotFormer on object-centric dynamics models

#计算机科学#Surveillance Perspective Human Action Recognition Dataset: 7759 Videos from 14 Action Classes, aggregated from multiple sources, all cropped spatio-temporally and filmed from a surveillance-camera lik...

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

#计算机科学#Official implementation of the paper Stochastic Latent Residual Video Prediction

#计算机科学#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...

Pytorch implementations of ConvLSTM and ConvGRU modules with examples

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