日本ディープラーニング協会主催 CVPR 2021 技術報告会 (2021/07/25)
第七回 全日本コンピュータビジョン勉強会 (後編、2021/07/31)
で紹介しました。以下の論文を1本1ページで読みつつ、Vision and Language芸人としてLess is Moreをじっくり紹介しております。
CVPR 2021でハイライトされた研究をサッと知りたい場合にお役に立てば幸いです。
Best Student Paper Honorable Mentions
"Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling"
Jie Lei, Linjie Li, Luowei Zhou, Zhe Gan, Tamara L. Berg, Mohit Bansal, Jingjing Liu
"Binary TTC: A Temporal Geofence for Autonomous Navigation"
Abhishek Badki, Orazio Gallo, Jan Kautz, Pradeep Sen
"Real-Time High-Resolution Background Matting"
Shanchuan Lin, Andrey Ryabtsev, Soumyadip Sengupta, Brian Curless, Steve Seitz, Ira Kemelmacher-Shlizerman
Best Student Paper
"Task Programming: Learning Data Efficient Behavior Representations"
Jennifer J. Sun, Ann Kennedy, Eric Zhan, David J. Anderson, Yisong Yue, Pietro Perona
Best Paper Honorable Mentions
"Exploring Simple Siamese Representation Learning"
Xinlei Chen, Kaiming He
"Learning High Fidelity Depths of Dressed Humans by Watching Social Media Dance Videos"
Yasamin Jafarian, Hyun Soo Park
Best Paper
"GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"
Michael Niemeyer, Andreas Geiger