Smoothing fields of weighted collections with applications to diffusion MRI processing. - Gunnar A. Sigurdsson; Jerry L. Prince (Image Processing, 2014)

Interpretable exemplar-based shape classification using constrained sparse linear models. - Gunnar A. Sigurdsson; Zhen Yang 002; Trac D. Tran; Jerry L. Prince (Image Processing, 2015)

Learning Visual Storylines with Skipping Recurrent Neural Networks. - Gunnar A. Sigurdsson; Xinlei Chen; Abhinav Gupta 001 (ECCV (5), 2016)

Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding. - Gunnar A. Sigurdsson; Gül Varol; Xiaolong Wang 004; Ali Farhadi; Ivan Laptev; Abhinav Gupta 001 (ECCV (1), 2016)

Much Ado About Time: Exhaustive Annotation of Temporal Data. - Gunnar A. Sigurdsson; Olga Russakovsky; Ali Farhadi; Ivan Laptev; Abhinav Gupta 001 (HCOMP, 2016)

Asynchronous Temporal Fields for Action Recognition. - Gunnar A. Sigurdsson; Santosh Kumar Divvala; Ali Farhadi; Abhinav Gupta 001 (CVPR, 2017)

What Actions are Needed for Understanding Human Actions in Videos? - Gunnar A. Sigurdsson; Olga Russakovsky; Abhinav Gupta 001 (ICCV, 2017)

Actor and Observer: Joint Modeling of First and Third-Person Videos. - Gunnar A. Sigurdsson; Abhinav Gupta 001; Cordelia Schmid; Ali Farhadi; Karteek Alahari (CVPR, 2018)

Charades-Ego: A Large-Scale Dataset of Paired Third and First Person Videos. - Gunnar A. Sigurdsson; Abhinav Gupta 001; Cordelia Schmid; Ali Farhadi; Karteek Alahari (CoRR, 2018)

Visual Grounding in Video for Unsupervised Word Translation. - Gunnar A. Sigurdsson; Jean-Baptiste Alayrac; Aida Nematzadeh; Lucas Smaira; Mateusz Malinowski; João Carreira 001; Phil Blunsom; Andrew Zisserman (CVPR, 2020)

Beyond the Camera: Neural Networks in World Coordinates. - Gunnar A. Sigurdsson; Abhinav Gupta 001; Cordelia Schmid; Karteek Alahari (CoRR, 2020)

Humans In Their Natural Habitat: Training AI to Understand People. - Gunnar A. Sigurdsson (2020)

Video in 10 Bits: Few-Bit VideoQA for Efficiency and Privacy. - Shiyuan Huang; Robinson Piramuthu; Shih-Fu Chang; Gunnar A. Sigurdsson (ECCV Workshops (5), 2022)

SSL Enables Learning from Sparse Rewards in Image-Goal Navigation. - Arjun Majumdar; Gunnar A. Sigurdsson; Robinson Piramuthu; Jesse Thomason; Dhruv Batra; Gaurav S. Sukhatme (ICML, 2022)

A Simple Approach for Visual Rearrangement: 3D Mapping and Semantic Search. - Brandon Trabucco; Gunnar A. Sigurdsson; Robinson Piramuthu; Gaurav S. Sukhatme; Ruslan Salakhutdinov (CoRR, 2022)

CLIP-Nav: Using CLIP for Zero-Shot Vision-and-Language Navigation. - Vishnu Sashank Dorbala; Gunnar A. Sigurdsson; Robinson Piramuthu; Jesse Thomason; Gaurav S. Sukhatme (CoRR, 2022)

Unsupervised Melody-to-Lyrics Generation. - Yufei Tian; Anjali Narayan-Chen; Shereen Oraby; Alessandra Cervone; Gunnar A. Sigurdsson; Chenyang Tao; Wenbo Zhao 006; Tagyoung Chung; Jing Huang 020; Nanyun Peng 001 (ACL (1), 2023)

A Simple Approach for Visual Room Rearrangement: 3D Mapping and Semantic Search. - Brandon Trabucco; Gunnar A. Sigurdsson; Robinson Piramuthu; Gaurav S. Sukhatme; Ruslan Salakhutdinov (ICLR, 2023)

RREx-BoT: Remote Referring Expressions with a Bag of Tricks. - Gunnar A. Sigurdsson; Jesse Thomason; Gaurav S. Sukhatme; Robinson Piramuthu (IROS, 2023)

Unsupervised Melody-Guided Lyrics Generation. - Yufei Tian; Anjali Narayan-Chen; Shereen Oraby; Alessandra Cervone; Gunnar A. Sigurdsson; Chenyang Tao; Wenbo Zhao 006; Tagyoung Chung; Jing Huang 020; Nanyun Peng 001 (CoRR, 2023)

Unsupervised Melody-to-Lyric Generation. - Yufei Tian; Anjali Narayan-Chen; Shereen Oraby; Alessandra Cervone; Gunnar A. Sigurdsson; Chenyang Tao; Wenbo Zhao 006; Tagyoung Chung; Jing Huang 020; Nanyun Peng 001 (CoRR, 2023)

Characterizing Video Question Answering with Sparsified Inputs. - Shiyuan Huang; Robinson Piramuthu; Vicente Ordonez; Shih-Fu Chang; Gunnar A. Sigurdsson (CoRR, 2023)

Decision Making for Human-in-the-loop Robotic Agents via Uncertainty-Aware Reinforcement Learning. - Siddharth Singi; Zhanpeng He; Alvin Pan; Sandip Patel; Gunnar A. Sigurdsson; Robinson Piramuthu; Shuran Song; Matei T. Ciocarlie (ICRA, 2024)

Zero-Shot Controllable Image-to-Video Animation via Motion Decomposition. - Shoubin Yu; Jacob Zhiyuan Fang; Jian Zheng; Gunnar A. Sigurdsson; Vicente Ordonez; Robinson Piramuthu; Mohit Bansal (ACM Multimedia, 2024)

FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation. - Xuehai He; Jian Zheng; Jacob Zhiyuan Fang; Robinson Piramuthu; Mohit Bansal; Vicente Ordonez; Gunnar A. Sigurdsson; Nanyun Peng 001; Xin Eric Wang (Trans. Mach. Learn. Res., 2024)

Towards Internet-Scale Training For Agents. - Brandon Trabucco; Gunnar A. Sigurdsson; Robinson Piramuthu; Ruslan Salakhutdinov (CoRR, 2025)