Publications

ISMAR, 2022 VRDoc: Gaze-based Interactions for VR Reading Experience
Geonsun Lee Jennnifer Healey Dinesh Manocha

WACV, 2023 Video Manipulations Beyond Faces: A Dataset with Human-Machine Analysis
Trisha Mittal Ritwik Sinha Viswanathan Swaminathan John Collomosse Dinesh Manocha

WACV, 2023 SALAD: Source-free Active Label-Agnostic Domain Adaptation for Classification, Segmentation and Detection
Divya Kothandaraman Sumit Shekhar Abhilasha Sancheti Manoj Ghuhan Tripti Shukla Dinesh Manocha

ACM Multimedia, 2022 MONOPOLY: Financial Prediction from MONetary POLicY Conference Videos Using Multimodal Cues
Puneet Mathur Atula Tejaswi Neerkaje Malika Chhibber Ramit Sawhney Fu-Ming Guo Franck Dernoncourt Sanghamitra Dutta Dinesh Manocha

WACV, 2023 LayerDoc: Layer-wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents
Puneet Mathur Rajiv Jain Ashutosh Mehra Jiuxiang Gu Franck Dernoncourt Anandhavelu N Quan Tran Verena Kaynig-Fittkau Ani Nenkova Dinesh Manocha Vlad Morariu

EMNLP 2022 DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents
Puneet Mathur Mihir Goyal Ramit Sawhney Ritik Mathur Jochen L. Leidner Franck Dernoncourt Dinesh Manocha

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Media Coverage

GAMMA work on Deepake nominated for UMD Invention of the Year Award
GAMEOPT: An algorithm to optimize the flow of vehicles through dynamic unsignalized intersections
TERP: A method to achieve reliable robot navigation in uneven outdoor terrains
GAMMA Researchers quoted for their work on crowd simulation
B-GAP: A simulation method for training autonomous vehicles to navigate complex urban scenes
COVID-Robot was widely covered in the media including EurekaAlert, Science Daily, WebMD, News-Medical.Net
UMD Computer Scientist Ming Lin Elected Fellow of the National Academy of Inventors
GAMMA Robotics work covered by WTOP News
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News & Events

GAMMA Published 35 papers in 2022 at ICRA, IROS, CVPR, ECCV, ICML, NeuRIPS, NAALC, SIGGRAPH, SIGGRAPH ASIA, ACM MULTIMEDIA
Niall Williams Awarded Link Foundation Fellowship
Ming Lin Elected to the Inaugural Class of IEEE’s Virtual Reality Academy
Dinesh Manocha received Verisk AI Faculty Research Award
Uttaran Bhattacharya and Trisha Mittal won the 2021 and 2022 Adobe Research Fellowships.
GAMMA presented 22 papers at AAAI, CVPR, ICML, ICRA, IROS, ICCV, and NeurIPS in 2021
Ming Lin Elected as Fellow of the National Academy of Inventors
Niall Williams receiving the Honorable Mention for Best Journal Paper at ISMAR 2021