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"

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

Stochastic Adversarial Video Prediction

#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#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...

#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

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