Kristen Grauman

RESEARCH SCIENTIST | AUSTIN, UNITED STATES

Kristen Grauman is a Research Scientist in Facebook AI Research (FAIR) and a Professor in the Department of Computer Science at the University of Texas at Austin. Her research in computer vision and machine learning focuses on visual recognition, video, egocentric perception, and embodied AI. She received her Ph.D. at MIT in 2006. She is an IEEE Fellow, AAAI Fellow, Sloan Fellow, and recipient of the Computers and Thought Award. She and her collaborators have been recognized with several best paper awards, including a 2011 Marr Prize and a 2017 Helmholtz Prize. She served as Program Chair of NeurIPS 2018 and CVPR 2015 and is an Associate Editor-in-Chief for the Transactions on Pattern Analysis and Machine Intelligence (PAMI).

Kristen's Publications

December 08, 2023

COMPUTER VISION

Learning Fine-grained View-Invariant Representations from Unpaired Ego-Exo Videos via Temporal Alignment

Sherry Xue, Kristen Grauman

December 08, 2023

November 10, 2023

COMPUTER VISION

EgoDistill: Egocentric Head Motion Distillation for Efficient Video Understanding

Shuhan Tan, Tushar Nagarajan, Kristen Grauman

November 10, 2023

June 18, 2023

COMPUTER VISION

Egocentric Video Task Translation

Sherry Xue, Yale Song, Kristen Grauman, Lorenzo Torresani

June 18, 2023

November 01, 2021

ROBOTICS

REINFORCEMENT LEARNING

Shaping embodied agent behavior with activity-context priors from egocentric video

Tushar Nagarajan, Kristen Grauman

November 01, 2021

February 22, 2021

Learning to Set Waypoints for Audio-Visual Navigation

Changan Chen, Kristen Grauman, Ruohan Gao, Santhosh Kumar Ramakrishnan, Sagnik Majumder, Ziad Al-Halah

February 22, 2021

August 21, 2020

RESEARCH

COMPUTER VISION

Learning Affordance Landscapes for Interaction Exploration in 3D Environments

Tushar Nagarajan, Kristen Grauman

August 21, 2020

August 21, 2020

RESEARCH

COMPUTER VISION

Occupancy Anticipation for Efficient Exploration and Navigation

Kristen Grauman, Santhosh Kumar Ramakrishnan, Santhosh Ramakrishnan, Ziad Al-Halah

August 21, 2020

August 21, 2020

COMPUTER VISION

SoundSpaces: Audio-Visual Navigation in 3D Environments

Kristen Grauman, Carl Schissler, Philip Robinson, Sebastià V. Amengual Garí, Unnat Jain, Vamsi Krishna Ithapu, Changan Chen, Ziad Al-Halah

August 21, 2020

August 21, 2020

RESEARCH

COMPUTER VISION

VisualEchoes: Spatial Image Representation Learning through Echolocation

Kristen Grauman, Carl Schissler, Ruohan Gao, Changan Chen, Ziad Al-Halah

August 21, 2020

May 01, 2020

RESEARCH

COMPUTER VISION

Listen to Look: Action Recognition by Previewing Audio

Kristen Grauman, Lorenzo Torresani, Ruohan Gao, Tae-Hyun Oh

May 01, 2020

April 01, 2020

RESEARCH

COMPUTER VISION

ViBE: Dressing for Diverse Body Shapes

Kristen Grauman, Kimberly Hsiao

April 01, 2020

April 01, 2020

RESEARCH

COMPUTER VISION

From Paris to Berlin: Discovering Fashion Style Influences Around the World

Kristen Grauman, Ziad Al-Halah

April 01, 2020

April 01, 2020

RESEARCH

COMPUTER VISION

Ego-Topo: Environment Affordances from Egocentric Video

Kristen Grauman, Christoph Feichtenhofer, Yanghao Li, Tushar Nagarajana

April 01, 2020

June 14, 2019

RESEARCH

SPEECH & AUDIO

2.5D Visual Sound

Ruohan Gao, Kristen Grauman

June 14, 2019