95 citations · 702 across the 43 of their papers we have counts for
5 papers · 1 filter
Context-Aware Synthesis and Placement of Object Instances
Donghoon Lee, Sifei Liu, Jinwei Gu +3
Learning to insert an object instance into an image in a semantically coherent manner is a challenging and interesting problem. Solving it requires (a) determining a location to pl…
Learning Linear Transformations for Fast Arbitrary Style Transfer
Xueting Li, Sifei Liu, Jan Kautz +1
Given a random pair of images, an arbitrary style transfer method extracts the feel from the reference image to synthesize an output based on the look of the other content image. R…
Learning Dual Convolutional Neural Networks for Low-Level Vision
Jinshan Pan, Sifei Liu, Deqing Sun +8
In this paper, we propose a general dual convolutional neural network (DualCNN) for low-level vision problems, e.g., super-resolution, edge-preserving filtering, deraining and deha…
Switchable Temporal Propagation Network
Sifei Liu, Guangyu Zhong, Shalini De Mello +4
Videos contain highly redundant information between frames. Such redundancy has been extensively studied in video compression and encoding, but is less explored for more advanced v…
Learning Video-Story Composition via Recurrent Neural Network
Guangyu Zhong, Yi-Hsuan Tsai, Sifei Liu +2
In this paper, we propose a learning-based method to compose a video-story from a group of video clips that describe an activity or experience. We learn the coherence between video…