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Tamara L. Berg

University of North Carolina at Chapel Hill · US
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Area of research
Computer Vision and Pattern Recognition · Artificial Intelligence
Research interest
Research interests include Multimodal Machine Learning Applications, Advanced Image and Video Retrieval Techniques, Video Analysis and Summarization, and Human Pose and Action Recognition.
h-index
50
citations
20,495
works
117
NIH funding
primary concept
email

Recent publications

End-to-End Visual Editing with a Generatively Pre-trained Artist
Lecture Notes in Computer Science 2022cited by 5position: contributordoi
Less is More: CLIPBERT for Video-and-Language Learning via Sparse Sampling
2021cited by 547position: middledoi
Attention-Based Query Expansion Learning
Lecture Notes in Computer Science 2020cited by 27position: contributordoi
MAttNet: Modular Attention Network for Referring Expression Comprehension
2018cited by 829position: lastdoi
TVQA: Localized, Compositional Video Question Answering
2018cited by 530position: lastdoi
Modeling Context in Referring Expressions
Lecture notes in computer science 2016cited by 975position: lastdoi
ReferItGame: Referring to Objects in Photographs of Natural Scenes
2014cited by 1,062position: lastdoi
Midge: Generating Image Descriptions From Computer Vision Detections
Conference of the European Chapter of the Association for Computational Linguistics 2012cited by 431position: middledoi

Grants

SBIR Phase I: Personalizing Online Clothing Shopping
NSF1647419$225,0002016–2017PIRePORTER
CI-New: Collaborative Research: Federated Data Set Infrastructure for Recognition Problems in Computer Vision
NSF1405822$299,7512014–2019PIRePORTER
RI: Medium: Integrating Humans and Computers for Image and Video Understanding
NSF1445409$764,9302013–2017PIRePORTER
CAREER: Toward a General Framework for Words and Pictures
NSF1444234$269,9262013–2017PIRePORTER
CI-P:Collaborative Research: Visual entailment data set and challenge for the language and vision communities
NSF1417991$50,8152013–2015PIRePORTER
RI: Medium: Integrating Humans and Computers for Image and Video Understanding
NSF1161876$764,2882012–2014PIRePORTER
CI-P:Collaborative Research: Visual entailment data set and challenge for the language and vision communities
NSF1205354$57,1902012–2014PIRePORTER
CAREER: Toward a General Framework for Words and Pictures
NSF1054133$269,6052011–2014PIRePORTER

Frequent collaborators

Licheng Yu · University of North Carolina at Chapel Hill3 papers (2016–2018)Mohit Bansal · University of North Carolina at Chapel Hill3 papers (2018–2021) · 2 papers (2020–2022)Jie Lei · University of Technology Sydney2 papers (2018–2021)Alex Berg · University of Maryland, College Park1 papers (2012–2012)Hal Daumé · University of Maryland, College Park1 papers (2012–2012)Shan Yang · Guangdong Academy of Sciences1 papers (2016–2016) · 1 papers (2014–2014)Patrick Poirson · Snap (United States)1 papers (2016–2016)Vicente Ordóñez · Rice University1 papers (2014–2014)Margaret Mitchell · Institute for Health Metrics and Evaluation1 papers (2012–2012)Xiaohui Shen · Shanghai Jiao Tong University1 papers (2018–2018)Karl Stratos · Columbia University1 papers (2012–2012)Xufeng Han · Xuzhou Medical College1 papers (2012–2012)Kota Yamaguchi · University of Maryland, College Park1 papers (2012–2012)Zhe Gan · Taoyuan Chang Gung Memorial Hospital1 papers (2021–2021)Sahar Kazemzadeh · Google (United States)1 papers (2014–2014)Luowei Zhou · Bellevue University1 papers (2021–2021) · 1 papers (2012–2012)Jingjing Liu · Tufts University1 papers (2021–2021)
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