Popularity Prediction for Social Media over Arbitrary Time Horizons
Daniel Haimovich, Dima Karamshuk, Thomas Leeper, Evgeniy Riabenko, Milan Vojnovic
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Latest Publications
VLDB - 2022
GL-RG: Global-Local Representation Granularity for Video Captioning
Liqi Yan, Qifan Wang, Yiming Cu, Fuli Feng, Xiaojun Quan, Xiangyu Zhang, Dongfang Liu
Domain-matched Pre-training Tasks for Dense Retrieval
Barlas Oğuz, Kushal Lakhotia, Anchit Gupta, Patrick Lewis, Vladimir Karpukhin, Aleksandra Piktus, Xilun Chen, Sebastian Riedel, Wen-tau Yih, Sonal Gupta, Yashar Mehdad
Boosted Dense Retriever
Patrick Lewis, Barlas Oğuz, Wenhan Xiong, Fabio Petroni, Wen-tau Yih, Sebastian Riedel
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
Barlas Oğuz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Schlichtkrull, Sonal Gupta, Yashar Mehdad, Wen-tau Yih
iSDF: Real-Time Neural Signed Distance Fields for Robot Perception
Joseph Ortiz, Alexander Clegg, Jing Dong, Edgar Sucar, David Novotny, Michael Zollhoefer, Mustafa Mukadam
The PhD Fellowship Summit
As part of the program, current Fellows are invited to Meta's headquarters in Menlo Park for the annual Fellowship Summit. At the Summit, Fellows can engage with other winners, share their current research, speak with Meta researchers and teams, and learn more about research at Meta.
Researcher Stories
See previous award winners and learn more about their projects
Stories
“We seek to advance the state of the art in machine learning and AI for maximum impact. Our efforts form the glue between science and research and Meta experiences.”
Joaquin Quiñonero Candela
Stories
“The research problems we work on are hard, and we want as many of the best minds thinking about them as possible. That’s why we collaborate closely with faculty and grad students, and publish in top journals and conferences.”
Moira Burke
Stories
“At Facebook, the bleeding edge technology you learned or invented in academia meets one of the biggest production networks in the world. The massive infrastructure improvements I deliver directly impact the lives of billions of people.”
James Zeng
Stories
“You can’t define who works at Facebook. I work with people of very different backgrounds, from all over the world, and they each have different styles of working and thinking that brings a lot of diversity to the way we think about problems.”
Marina Zannoli
Stories
“My team tackles research-level problems in our production network—at Facebook scale and speed. Connecting all the machines and applications within our network connects Facebook to billions of people around the world.”
Omar Baldonado
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