51 citations · 100 across the 10 of their papers we have counts for
10 papers
A Unified Pyramid Recurrent Network for Video Frame Interpolation
Xin Jin, Longhai Wu, Jie Chen +3
Flow-guided synthesis provides a common framework for frame interpolation, where optical flow is estimated to guide the synthesis of intermediate frames between consecutive inputs.…
NDF: Neural Deformable Fields for Dynamic Human Modelling
Ruiqi Zhang, Jie Chen
We propose Neural Deformable Fields (NDF), a new representation for dynamic human digitization from a multi-view video. Recent works proposed to represent a dynamic human body with…
ChoreoGraph: Music-conditioned Automatic Dance Choreography over a Style and Tempo Consistent Dynamic Graph
Ho Yin Au, Jie Chen, Junkun Jiang +1
To generate dance that temporally and aesthetically matches the music is a challenging problem, as the following factors need to be considered. First, the aesthetic styles and mess…
A Dual-Masked Auto-Encoder for Robust Motion Capture with Spatial-Temporal Skeletal Token Completion
Junkun Jiang, Jie Chen, Yike Guo
Multi-person motion capture can be challenging due to ambiguities caused by severe occlusion, fast body movement, and complex interactions. Existing frameworks build on 2D pose est…
Enhanced Bi-directional Motion Estimation for Video Frame Interpolation
Xin Jin, Longhai Wu, Guotao Shen +4
We present a novel simple yet effective algorithm for motion-based video frame interpolation. Existing motion-based interpolation methods typically rely on a pre-trained optical fl…
Joint learning of object graph and relation graph for visual question answering
Hao Li, Xu Li, Belhal Karimi +2
Modeling visual question answering(VQA) through scene graphs can significantly improve the reasoning accuracy and interpretability. However, existing models answer poorly for compl…
ViSTA: Vision and Scene Text Aggregation for Cross-Modal Retrieval
Mengjun Cheng, Yipeng Sun, Longchao Wang +8
Visual appearance is considered to be the most important cue to understand images for cross-modal retrieval, while sometimes the scene text appearing in images can provide valuable…
Adaptively Aligned Image Captioning via Adaptive Attention Time
Lun Huang, Wenmin Wang, Yaxian Xia +1
Recent neural models for image captioning usually employ an encoder-decoder framework with an attention mechanism. However, the attention mechanism in such a framework aligns one s…
Attention on Attention for Image Captioning
Lun Huang, Wenmin Wang, Jie Chen +1
Attention mechanisms are widely used in current encoder/decoder frameworks of image captioning, where a weighted average on encoded vectors is generated at each time step to guide…
ParNet: Position-aware Aggregated Relation Network for Image-Text matching
Yaxian Xia, Lun Huang, Wenmin Wang +1
Exploring fine-grained relationship between entities(e.g. objects in image or words in sentence) has great contribution to understand multimedia content precisely. Previous attenti…