Asia
Detection and Summarization
Video highlight detection is a task to automatically select the most engaging moments from a long video.
Iteratively Refined Behavior Regularization for Offline Reinforcement Learning Yi Ma
Unfortunately, behavior regularization, a simple yet effective offline RL algorithm, tends to struggle in this regard.
CorresNeRF: Image Correspondence Priors for Neural Radiance Fields Yixing Lao The University of Hong Kong
Neural Radiance Fields (NeRFs) have achieved impressive results in novel view synthesis and surface reconstruction tasks.
FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification
Diffusion Transformers (DiT) have attracted significant attention in research. However, they suffer from a slow convergence rate.
Maximum Entropy Reinforcement Learning via Energy-Based Normalizing Flow
In the policy evaluation steps, the critic is updated to capture the soft Q-function. In the policy improvement steps, the actor is adjusted in accordance with the updated soft Q-function.
Deep Homomorphism Networks
Graph neural network (GNN) is a type of neural network that takes a graph as input.