Gunnar A. Sigurdsson

37 papers A* 8A 1B 3Journal 20Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Towards Internet-Scale Training For Agents.
CoRR
Brandon Trabucco, Gunnar A. Sigurdsson, Robinson Piramuthu, Ruslan Salakhutdinov
2024 A* conf
Decision Making for Human-in-the-loop Robotic Agents via Uncertainty-Aware Reinforcement Learning.
ICRA
Siddharth Singi, Zhanpeng He, Alvin Pan, Sandip Patel, Gunnar A. Sigurdsson, Robinson Piramuthu, Shuran Song, Matei T. Ciocarlie
2024 J jnl
FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation.
CoRR
Xuehai He, Jian Zheng, Jacob Zhiyuan Fang, Robinson Piramuthu, Mohit Bansal, Vicente Ordonez, Gunnar A. Sigurdsson, Nanyun Peng, Xin Eric Wang
2024 J jnl
FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation.
Trans. Mach. Learn. Res.
Xuehai He, Jian Zheng, Jacob Zhiyuan Fang, Robinson Piramuthu, Mohit Bansal, Vicente Ordonez, Gunnar A. Sigurdsson, Nanyun Peng, Xin Eric Wang
2024 A* conf
Zero-Shot Controllable Image-to-Video Animation via Motion Decomposition.
ACM Multimedia
Shoubin Yu, Jacob Zhiyuan Fang, Jian Zheng, Gunnar A. Sigurdsson, Vicente Ordonez, Robinson Piramuthu, Mohit Bansal
2023 A* conf
A Simple Approach for Visual Room Rearrangement: 3D Mapping and Semantic Search.
ICLR
Brandon Trabucco, Gunnar A. Sigurdsson, Robinson Piramuthu, Gaurav S. Sukhatme, Ruslan Salakhutdinov
2023 J jnl
Characterizing Video Question Answering with Sparsified Inputs.
CoRR
Shiyuan Huang, Robinson Piramuthu, Vicente Ordonez, Shih-Fu Chang, Gunnar A. Sigurdsson
2023 J jnl
Decision Making for Human-in-the-loop Robotic Agents via Uncertainty-Aware Reinforcement Learning.
CoRR
Siddharth Singi, Zhanpeng He, Alvin Pan, Sandip Patel, Gunnar A. Sigurdsson, Robinson Piramuthu, Shuran Song, Matei T. Ciocarlie
2023 A conf
RREx-BoT: Remote Referring Expressions with a Bag of Tricks.
IROS
Gunnar A. Sigurdsson, Jesse Thomason, Gaurav S. Sukhatme, Robinson Piramuthu
2023 J jnl
RREx-BoT: Remote Referring Expressions with a Bag of Tricks.
CoRR
Gunnar A. Sigurdsson, Jesse Thomason, Gaurav S. Sukhatme, Robinson Piramuthu
2023 J jnl
Unsupervised Melody-Guided Lyrics Generation.
CoRR
Yufei Tian, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Gunnar A. Sigurdsson, Chenyang Tao, Wenbo Zhao, Tagyoung Chung, Jing Huang, Nanyun Peng
2023 J jnl
Unsupervised Melody-to-Lyric Generation.
CoRR
Yufei Tian, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Gunnar A. Sigurdsson, Chenyang Tao, Wenbo Zhao, Tagyoung Chung, Jing Huang, Nanyun Peng
2023 — conf
Unsupervised Melody-to-Lyrics Generation.
ACL (1)
Yufei Tian, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Gunnar A. Sigurdsson, Chenyang Tao, Wenbo Zhao, Tagyoung Chung, Jing Huang, Nanyun Peng
2022 J jnl
A Simple Approach for Visual Rearrangement: 3D Mapping and Semantic Search.
CoRR
Brandon Trabucco, Gunnar A. Sigurdsson, Robinson Piramuthu, Gaurav S. Sukhatme, Ruslan Salakhutdinov
2022 J jnl
CLIP-Nav: Using CLIP for Zero-Shot Vision-and-Language Navigation.
CoRR
Vishnu Sashank Dorbala, Gunnar A. Sigurdsson, Robinson Piramuthu, Jesse Thomason, Gaurav S. Sukhatme
2022 A* conf
SSL Enables Learning from Sparse Rewards in Image-Goal Navigation.
ICML
Arjun Majumdar, Gunnar A. Sigurdsson, Robinson Piramuthu, Jesse Thomason, Dhruv Batra, Gaurav S. Sukhatme
2022 — conf
Video in 10 Bits: Few-Bit VideoQA for Efficiency and Privacy.
ECCV Workshops (5)
Shiyuan Huang, Robinson Piramuthu, Shih-Fu Chang, Gunnar A. Sigurdsson
2022 J jnl
Video in 10 Bits: Few-Bit VideoQA for Efficiency and Privacy.
CoRR
Shiyuan Huang, Robinson Piramuthu, Shih-Fu Chang, Gunnar A. Sigurdsson
2020 J jnl
Beyond the Camera: Neural Networks in World Coordinates.
CoRR
Gunnar A. Sigurdsson, Abhinav Gupta, Cordelia Schmid, Karteek Alahari
2020 — —
Humans In Their Natural Habitat: Training AI to Understand People.
Gunnar A. Sigurdsson
2020 A* conf
Visual Grounding in Video for Unsupervised Word Translation.
CVPR
Gunnar A. Sigurdsson, Jean-Baptiste Alayrac, Aida Nematzadeh, Lucas Smaira, Mateusz Malinowski, João Carreira, Phil Blunsom, Andrew Zisserman
2020 J jnl
Visual Grounding in Video for Unsupervised Word Translation.
CoRR
Gunnar A. Sigurdsson, Jean-Baptiste Alayrac, Aida Nematzadeh, Lucas Smaira, Mateusz Malinowski, João Carreira, Phil Blunsom, Andrew Zisserman
2018 A* conf
Actor and Observer: Joint Modeling of First and Third-Person Videos.
CVPR
Gunnar A. Sigurdsson, Abhinav Gupta, Cordelia Schmid, Ali Farhadi, Karteek Alahari
2018 J jnl
Actor and Observer: Joint Modeling of First and Third-Person Videos.
CoRR
Gunnar A. Sigurdsson, Abhinav Gupta, Cordelia Schmid, Ali Farhadi, Karteek Alahari
2018 J jnl
Charades-Ego: A Large-Scale Dataset of Paired Third and First Person Videos.
CoRR
Gunnar A. Sigurdsson, Abhinav Gupta, Cordelia Schmid, Ali Farhadi, Karteek Alahari
2017 A* conf
Asynchronous Temporal Fields for Action Recognition.
CVPR
Gunnar A. Sigurdsson, Santosh Kumar Divvala, Ali Farhadi, Abhinav Gupta
2017 A* conf
What Actions are Needed for Understanding Human Actions in Videos?
ICCV
Gunnar A. Sigurdsson, Olga Russakovsky, Abhinav Gupta
2017 J jnl
What Actions are Needed for Understanding Human Actions in Videos?
CoRR
Gunnar A. Sigurdsson, Olga Russakovsky, Abhinav Gupta
2016 J jnl
Asynchronous Temporal Fields for Action Recognition.
CoRR
Gunnar A. Sigurdsson, Santosh Kumar Divvala, Ali Farhadi, Abhinav Gupta
2016 — conf
Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding.
ECCV (1)
Gunnar A. Sigurdsson, Gül Varol, Xiaolong Wang, Ali Farhadi, Ivan Laptev, Abhinav Gupta
2016 J jnl
Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding.
CoRR
Gunnar A. Sigurdsson, Gül Varol, Xiaolong Wang, Ali Farhadi, Ivan Laptev, Abhinav Gupta
2016 — conf
Learning Visual Storylines with Skipping Recurrent Neural Networks.
ECCV (5)
Gunnar A. Sigurdsson, Xinlei Chen, Abhinav Gupta
2016 J jnl
Learning Visual Storylines with Skipping Recurrent Neural Networks.
CoRR
Gunnar A. Sigurdsson, Xinlei Chen, Abhinav Gupta
2016 B conf
Much Ado About Time: Exhaustive Annotation of Temporal Data.
HCOMP
Gunnar A. Sigurdsson, Olga Russakovsky, Ali Farhadi, Ivan Laptev, Abhinav Gupta
2016 J jnl
Much Ado About Time: Exhaustive Annotation of Temporal Data.
CoRR
Gunnar A. Sigurdsson, Olga Russakovsky, Ali Farhadi, Ivan Laptev, Abhinav Gupta
2015 B conf
Interpretable exemplar-based shape classification using constrained sparse linear models.
Image Processing
Gunnar A. Sigurdsson, Zhen Yang, Trac D. Tran, Jerry L. Prince
2014 B conf
Smoothing fields of weighted collections with applications to diffusion MRI processing.
Image Processing
Gunnar A. Sigurdsson, Jerry L. Prince