3 citations · 6 across the 5 of their papers we have counts for
6 papers
MDN-Control: Mask-Depth-Noise Guided Region Control for Multi-Subject Video Editing
Jiayi Yu, Xi Ye, Lina Wang +1
Multi subject video editing modifies designated subjects while preserving non target content, but faces cross subject attribute leakage, and occlusion ambiguity. Existing approache…
MoCoTalk: Multi-Conditional Diffusion with Adaptive Router for Controllable Talking Head Generation
Xinyan Ye, Jiankang Deng, Abbas Edalat
Talking-head generation requires joint modeling of identity, head pose, facial expression, and mouth dynamics. Existing methods typically address only a subset of these factors, an…
STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction
Xi Ye, Guillaume-Alexandre Bilodeau
Predicting future frames of a video is challenging because it is difficult to learn the uncertainty of the underlying factors influencing their contents. In this paper, we propose…
Video Prediction by Efficient Transformers
Xi Ye, Guillaume-Alexandre Bilodeau
Video prediction is a challenging computer vision task that has a wide range of applications. In this work, we present a new family of Transformer-based models for video prediction…
A unified model for continuous conditional video prediction
Xi Ye, Guillaume-Alexandre Bilodeau
Different conditional video prediction tasks, like video future frame prediction and video frame interpolation, are normally solved by task-related models even though they share ma…
VPTR: Efficient Transformers for Video Prediction
Xi Ye, Guillaume-Alexandre Bilodeau
In this paper, we propose a new Transformer block for video future frames prediction based on an efficient local spatial-temporal separation attention mechanism. Based on this new…