Diffusion models for video prediction and infilling

T Höppe, A Mehrjou, S Bauer, D Nielsen… - arXiv preprint arXiv …, 2022 - arxiv.org
Predicting and anticipating future outcomes or reasoning about missing information in a
sequence are critical skills for agents to be able to make intelligent decisions. This requires …

Action-guided CycleGAN for Bi-directional Video Prediction

A Verma, T Meenpal, B Acharya - IETE Technical Review, 2024 - Taylor & Francis
Most of the earlier proposed action prediction methods, such as PoseGAN, C2GAN, etc. are
limited to unidirectional prediction and not intended to perform the desired class of action. In …

A Spatial Transformation based next Frame Predictor

S Mokssit, DB Licea, B Guermah, M Ghogho - IEEE Access, 2025 - ieeexplore.ieee.org
In recent years, the automobile industry has achieved astonishing success in making
autonomous cars safer, more affordable, and more reliable. However, current autonomous …

Diffusion Models for Video Prediction and Infilling: Training a conditional video diffusion model for arbitrary video completion tasks

T Höppe - 2022 - diva-portal.org
To predict and anticipate future outcomes or reason about missing information in a
sequence is a key ability for agents to be able to make intelligent decisions. This requires …