16 citations · 57 across the 9 of their papers we have counts for
3 papers · 1 filter
Unaligned Image-to-Sequence Transformation with Loop Consistency
Siyang Wang, Justin Lazarow, Kwonjoon Lee +1
We tackle the problem of modeling sequential visual phenomena. Given examples of a phenomena that can be divided into discrete time steps, we aim to take an input from any such tim…
Attention is all you need for Videos: Self-attention based Video Summarization using Universal Transformers
Manjot Bilkhu, Siyang Wang, Tushar Dobhal
Video Captioning and Summarization have become very popular in the recent years due to advancements in Sequence Modelling, with the resurgence of Long-Short Term Memory networks (L…
Controllable Top-down Feature Transformer
Zhiwei Jia, Haoshen Hong, Siyang Wang +2
We study the intrinsic transformation of feature maps across convolutional network layers with explicit top-down control. To this end, we develop top-down feature transformer (TFT)…