14 citations · 22 across the 5 of their papers we have counts for
6 papers
FilterFusion: Prior-Guided Adaptive Filter Fusion for Efficient Video Denoising
Wenlong Yang, Weihang Yuan, Canran Jin +3
Real-world video denoising for communication systems must handle mixed degradations such as sensor noise, compression artifacts, and motion-induced inconsistency while remaining de…
RRNet: Configurable Real-Time Video Enhancement with Arbitrary Local Lighting Variations
Wenlong Yang, Canran Jin, Weihang Yuan +2
With the growing demand for real-time video enhancement in live applications, existing methods often struggle to balance speed and effective exposure control, particularly under un…
VideoGen: A Reference-Guided Latent Diffusion Approach for High Definition Text-to-Video Generation
Xin Li, Wenqing Chu, Ye Wu +7
In this paper, we present VideoGen, a text-to-video generation approach, which can generate a high-definition video with high frame fidelity and strong temporal consistency using r…
Task Modifiers for HTN Planning and Acting
Weihang Yuan, Hector Munoz-Avila, Venkatsampath Raja Gogineni +3
The ability of an agent to change its objectives in response to unexpected events is desirable in dynamic environments. In order to provide this capability to hierarchical task net…
Hierarchical Reinforcement Learning for Deep Goal Reasoning: An Expressiveness Analysis
Weihang Yuan, Héctor Muñoz-Avila
Hierarchical DQN (h-DQN) is a two-level architecture of feedforward neural networks where the meta level selects goals and the lower level takes actions to achieve the goals. We sh…
A Layered Architecture for Active Perception: Image Classification using Deep Reinforcement Learning
Hossein K. Mousavi, Guangyi Liu, Weihang Yuan +3
We propose a planning and perception mechanism for a robot (agent), that can only observe the underlying environment partially, in order to solve an image classification problem. A…