Mon Jun 13 2022
Tue Jun 07 2022
Generating Long Videos of Dynamic Scenes
Computer Vision
Computer Vision
Deep Learning
Video production
Demonstrates SotA performance in producing long videos with realistic motion and changes in content by leveraging a two-phase training strategy.
Can be used to create more realistic and engaging videos for marketing or training purposes
On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning
Reinforcement Learning
Machine Learning
Deep Learning
Reinforcement Learning
Multi-task pretraining and fine-tuning outperforms meta-RL
Can inform decision making when choosing between meta-learning and fine-tuning approaches in reinforcement learning
Mon Jun 06 2022