Curriculum Vitae

C. Brenhin Keller

Assistant Professor, Department of Earth Sciences, Dartmouth College

Appointments

Assistant Professor, Department of Earth Sciences, Dartmouth College, 2019-Present
Visiting Scientist, Lawrence Livermore National Laboratory, 2016-Present
Postdoctoral Fellow, Berkeley Geochronology Center and UC Berkeley, 2016-2019

Education

B.S. summa cum laude, Science of Earth Systems, Cornell University, May 2010
- Thesis: Chemical Constraints on the Origin of the Frailes Volcanic Complex in the Central Andean Altiplano Plateau, Bolivia
- Adviser: Suzanne Mahlburg Kay
M.S., Geosciences, Princeton University, May 2012
Ph.D, Geosciences, Princeton University, Nov. 2016
- Thesis: Geochemical evolution of Earth’s continental crust
- Adviser: Blair Schoene

Publications

Manga-MTL: multimodal multitask transfer learning for mangas

Nhu-Van Nguyen, Christophe Rigaud, Arnaud Revel, Jean-Christophe Burie. Manga-MTL: multimodal multitask transfer learning for mangas. (2021) IAPR International conference on document analysis and recognition. (CORE : rank A)

ICDAR 2021 Competition on Historical Map Segmentation

Joseph Chazalon, Edwin Carlinet, Yizi Chen, Julien Perret, Bertrand Duménieu, Clément Mallet, Thierry Géraud, Vincent Nguyen, Nam Nguyen, Josef Baloun, Ladislav Lenc, Pavel Král. ICDAR 2021 Competition on Historical Map Segmentation. (2021) IAPR International conference on document analysis and recognition. (CORE : rank A)

Competition: Multimodal Emotion Recognition on Comics scenes

Nhu-Van Nguyen, Xuan-Son Vu, Christophe Rigaud, Lili Jiang, Jean-Christophe Burie. Competition: Multimodal Emotion Recognition on Comics scenes. (2021) IAPR International conference on document analysis and recognition. (CORE : rank A)

Text block segmentation in comic speech bubbles

Christophe Rigaud, Nguyen Nhu Van, and Jean-Christophe Burie. Text block segmentation in comic speech bubbles. (2020) MANPU@ICPR2020.

A learning approach with incomplete pixel-level labels for deep neural networks

Nhu-Van Nguyen, Christophe Rigaud, Arnaud Revel, Jean-Christophe Burie. A learning approach with incomplete pixel-level labels for deep neural networks. (2020) Neural Networks (130), 111--125. (SRJ ranking : Q1)

Neural Machine Translation with BERT for Post-OCR Error De-tection and Correction

Thi-Tuyet-Hai Nguyen, Adam Jatowt, Nhu-Van Nguyen, Mickael Coustaty, Antoine Doucet. Neural Machine Translation with BERT for Post-OCR Error Detection and Correction. (2020) Joint Conference on Digital Libraries, 29-38. (JCDL, CORE : rank A*)

An adaptive document recognition system for lettrines

Nhu-Van Nguyen, Mickael Coustaty, Jean-Marc Ogier. An adaptive document recognition system for lettrines. (2019) International Journal on Document Analysis and Recognition, 1-14. (IJDAR, SRJ ranking : Q2)

Post-OCR Error Detection by Generating Plausible Candidates

Thi-Tuyet-Hai Nguyen, Adam Jatowt, Mickael Coustaty,Nhu-Van Nguyen, Antoine Doucet.Post-OCR Error Detection by Generating Plausible Candidates. (2019) IAPR International conference on document analysis and recognition, 265-284. (ICDAR, CORE : rank A)

Confidence crite-rion for speech balloon segmentation

Christophe Rigaud,Nhu-Van Nguyen, Jean-Christophe Burie. Confidence crite-rion for speech balloon segmentation. (2019) International Workshop on Graphics Recognition(GREC@ICDAR), 265-284.

What do we expect from panel extraction ?

Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie. What do we expect from panel extraction ? (2019) International Workshop on Graphics Recognition(GREC@ICDAR), 265-284.

Comic MTL: optimized multi-task learning for comic book image analysis

Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie. Comic MTL: optimized multi-task learning for comic book image analysis. (2019) International Journal on Document Analysis and Recognition, 265-284. (IJDAR, SRJ ranking : Q2)

Deep Statistical Analysis of OCR Errors for Effective Post-OCR Processing

Thi-Tuyet-Hai Nguyen, Adam Jatowt, Mickael Coustaty,Nhu-Van Nguyen, Antoine Doucet. Deep Statistical Analysis of OCR Errors for Effective Post-OCR Processing. (2019) ACM/IEEE Joint Conference on Digital Libraries , 29-38. (JCDL, CORE : rank A*)

Multi-task model for comic book image analysis

Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie. Multi-task model for comic book image analysis. (2019) International Conference on Multimedia Modeling (MANPU@MMM), 637-649.

Semi-supervised Object Detection via Expectation Maximization

Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie . Semi-supervised Object Detection via Expectation Maximization. (2019) 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications , 289-296. (VISSAP/VISIGRAPP, CORE : rank B)

Digital Comics Image Indexing Based on Deep Learning

Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie. Digital Comics Image Indexing Based on Deep Learning. Journal Imaging, MDPI, 4(7) : 89 (2018). (SRJ ranking : Q2)

Adaptive Edit-Distance and Regression Approach for Post-OCR Text Correction

Thi-Tuyet-Hai Nguyen, Mickael Coustaty, Antoine Doucet, Adam Jatowt, Nhu-Van Nguyen. Adaptive Edit-Distance and Regression Approach for Post-OCR Text Correction. (2018) International Conference on Asian Digital Libraries, 278-289. (ICADL, CORE : rank A)

Comic characters detection using deep learning

Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie. Comic characters detection using deep learning. (2015) IAPR International conference on document analysis and recognition (MANPU-ICDAR), 41-46.

Keyword visual representation for image retrieval and image annotation

Nhu-Van Nguyen, Alain Boucher, Jean-Marc Ogier. Keyword visual representation for image retrieval and image annotation. (2015) International Journal of Pattern Recognition and Artificial Intelligence, 29(6), 1555010 (2015). (IJPRAI, SRJ ranking : Q2, Computer Vision)

Multi-modal and cross-modal for lecture videos retrieval

Nhu-Van Nguyen, Mickael Coustaty, Jean-Marc Ogier. Multi-modal and cross-modal for lecture videos retrieval. (2014) International Conference on Pattern Recognition, 2667-2672. (ICPR, CORE : rank B)

Bag of subjects: Lecture videos multimodal indexing

Nhu-Van Nguyen, Jean-Marc Ogier, Franck Charneau. Bag of subjects: Lecture videos multimodal indexing. (2013) ACM symposium on Document engineering, 225-226. (DocENG, CORE : rank B)

Interactive knowledge learning for ancient images

Nhu-Van Nguyen, Mickael Coustaty, Alain Boucher, Jean-Marc Ogier. Interactive knowledge learning for ancient images. (2013) 12th International Conference on Document Analysis and Recognition, 300-304. (ICDAR, CORE : rank A)

Cluster-based relevance feedback for CBIR: a combination of query point movement and query expansion

Nhu-Van Nguyen, Alain Boucher, Jean-Marc Ogier, Salvatore Tabbone. Cluster-based relevance feedback for CBIR: a combination of query point movement and query expansion. (2012) Journal of ambient intelligence and humanized computing, 3 (4), 281-292. (AIHC, SRJ ranking : Q2)

PEDIVHANDI: multimodal indexation and retrieval system for lecture videos

Nhu-Van Nguyen, Jean-Marc Ogier, Franck Charneau. PEDIVHANDI: multimodal indexation and retrieval system for lecture videos. (2012) Asian Conference on Computer Vision, 382-393. (ACCV, CORE : rank B)

Clusters-based relevance feedback for CBIR

Nhu-Van Nguyen, Alain Boucher, Jean-Marc Ogier, Salvatore Tabbone. Clusters-based relevance feedback for CBIR: a combination of query movement and query expansion. (2010) 2010 IEEE International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future (RIVF).

Using SR-tree in a Content-based and Location-based Image Retrieval System

Hien Phuong Lai,Nhu-Van Nguyen, Alain Boucher, Jean-Marc Ogier. Using SR-tree in a Content-based and Location-based Image Retrieval System. (2010) VISAPP, 491-494. (CORE : rank B)

The AROUND project: Adapting robotic disaster response to developing countries

Alain Boucher, Richard Canal, Thanh-Quang Chu, Alexis Drogoul, Benoit Gaudou, Victor Moraru, Nhu Van Nguyen, Quang Anh Nguyen Vu, Patrick Taillandier, François Sempé, Serge Stinckwich. The AROUND project: Adapting robotic disaster response to developing countries. (2009) IEEE International Workshop on Safety, Security & Rescue Robotics, 1-6.

Region-based semi-automatic annotation using the Bag of Words representation of the keywords

Nhu-Van Nguyen, Alain Boucher, Jean-Marc Ogier, Salvatore Tabbone. Region-based semi-automatic annotation using the Bag of Words representation of the keywords. (2009) Fifth International Conference on Image and Graphics, 422-427. (ICIG, CORE : rank C)

Text retrieval relevance feedback techniques for bag-of-words model in CBIR

N Van Nguyen, A Boucher, JM Ogier, S Tabbone. Text retrieval relevance feedback techniques for bag-of-words model in CBIR. (2009) International conference on Machine Learning and Pattern Recognition, 24.

Binding the Simple Query Interface

Nhu-Van Nguyen, David Massart. Binding the Simple Query Interface. (2007) International Workshop on Learning Object Discovery & Exchange.

Teaching

Awards

U.S. Department of Energy Computational Science Graduate Fellowship 2012-2016
Princeton University Centennial Fellowship 2010-2012
Frank H.T. Rhodes Award 2010
CALS Academic Excellence Award 2010
Ann S. and Robert R. Morley Student Research Grant 2009

Field experience

Other

Advisory Committee member, Interdisciplinary Earth Data Alliance (IEDA)
Session chair, “Upper Crust Evolution: Models of Formation and Composition”, AGU Fall Meeting, 2018
Session chair, “Igneous Processes throughout the Arc Crustal Column and Oceanic Mantle”, Goldschmidt Conference, 2018
Session chair, “Recent Advances in Precambrian Geology” GSA Annual Meeting, 2017
Session chair, “Resolving process through geochronology: new techniques, applications and interpretations.” AGU Fall Meeting, 2015.

Vincent NGUYEN