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ORCIDGunnar A. Sigurdsson
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2020 – today
- 2024
[c15]Siddharth Singi, Zhanpeng He, Alvin Pan, Sandip Patel, Gunnar A. Sigurdsson, Robinson Piramuthu, Shuran Song, Matei T. Ciocarlie:
Decision Making for Human-in-the-loop Robotic Agents via Uncertainty-Aware Reinforcement Learning. ICRA 2024: 7939-7945- [i18]Xuehai He, Jian Zheng, Jacob Zhiyuan Fang, Robinson Piramuthu, Mohit Bansal, Vicente Ordonez, Gunnar A. Sigurdsson, Nanyun Peng, Xin Eric Wang:
FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation. CoRR abs/2405.04834 (2024) - 2023
- [c14]Yufei Tian, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Gunnar A. Sigurdsson, Chenyang Tao, Wenbo Zhao, Tagyoung Chung, Jing Huang, Nanyun Peng:
Unsupervised Melody-to-Lyrics Generation. ACL (1) 2023: 9235-9254 - [c13]Brandon Trabucco, Gunnar A. Sigurdsson, Robinson Piramuthu, Gaurav S. Sukhatme, Ruslan Salakhutdinov:
A Simple Approach for Visual Room Rearrangement: 3D Mapping and Semantic Search. ICLR 2023 - [c12]Gunnar A. Sigurdsson, Jesse Thomason, Gaurav S. Sukhatme, Robinson Piramuthu:
RREx-BoT: Remote Referring Expressions with a Bag of Tricks. IROS 2023: 5203-5210 - [i17]Gunnar A. Sigurdsson, Jesse Thomason, Gaurav S. Sukhatme, Robinson Piramuthu:
RREx-BoT: Remote Referring Expressions with a Bag of Tricks. CoRR abs/2301.12614 (2023) - [i16]Siddharth Singi, Zhanpeng He, Alvin Pan, Sandip Patel, Gunnar A. Sigurdsson, Robinson Piramuthu, Shuran Song, Matei T. Ciocarlie:
Decision Making for Human-in-the-loop Robotic Agents via Uncertainty-Aware Reinforcement Learning. CoRR abs/2303.06710 (2023) - [i15]Yufei Tian, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Gunnar A. Sigurdsson, Chenyang Tao, Wenbo Zhao, Tagyoung Chung, Jing Huang, Nanyun Peng:
Unsupervised Melody-Guided Lyrics Generation. CoRR abs/2305.07760 (2023) - [i14]Yufei Tian, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Gunnar A. Sigurdsson, Chenyang Tao, Wenbo Zhao, Tagyoung Chung, Jing Huang, Nanyun Peng:
Unsupervised Melody-to-Lyric Generation. CoRR abs/2305.19228 (2023) - [i13]Shiyuan Huang, Robinson Piramuthu, Vicente Ordonez, Shih-Fu Chang, Gunnar A. Sigurdsson:
Characterizing Video Question Answering with Sparsified Inputs. CoRR abs/2311.16311 (2023) - 2022
- [c11]Shiyuan Huang, Robinson Piramuthu, Shih-Fu Chang, Gunnar A. Sigurdsson:
Video in 10 Bits: Few-Bit VideoQA for Efficiency and Privacy. ECCV Workshops (5) 2022: 738-754 - [c10]Arjun Majumdar, Gunnar A. Sigurdsson, Robinson Piramuthu, Jesse Thomason, Dhruv Batra, Gaurav S. Sukhatme:
SSL Enables Learning from Sparse Rewards in Image-Goal Navigation. ICML 2022: 14774-14785 - [i12]Brandon Trabucco, Gunnar A. Sigurdsson, Robinson Piramuthu, Gaurav S. Sukhatme, Ruslan Salakhutdinov:
A Simple Approach for Visual Rearrangement: 3D Mapping and Semantic Search. CoRR abs/2206.13396 (2022) - [i11]Shiyuan Huang, Robinson Piramuthu, Shih-Fu Chang, Gunnar A. Sigurdsson:
Video in 10 Bits: Few-Bit VideoQA for Efficiency and Privacy. CoRR abs/2210.08391 (2022) - [i10]Vishnu Sashank Dorbala
, Gunnar A. Sigurdsson, Robinson Piramuthu, Jesse Thomason, Gaurav S. Sukhatme:
CLIP-Nav: Using CLIP for Zero-Shot Vision-and-Language Navigation. CoRR abs/2211.16649 (2022) - 2020
- [b1]Gunnar A. Sigurdsson:
Humans In Their Natural Habitat: Training AI to Understand People. Carnegie Mellon University, USA, 2020 - [c9]Gunnar A. Sigurdsson, Jean-Baptiste Alayrac, Aida Nematzadeh, Lucas Smaira, Mateusz Malinowski, João Carreira, Phil Blunsom, Andrew Zisserman:
Visual Grounding in Video for Unsupervised Word Translation. CVPR 2020: 10847-10856 - [i9]Gunnar A. Sigurdsson, Jean-Baptiste Alayrac, Aida Nematzadeh, Lucas Smaira, Mateusz Malinowski, João Carreira, Phil Blunsom, Andrew Zisserman:
Visual Grounding in Video for Unsupervised Word Translation. CoRR abs/2003.05078 (2020) - [i8]Gunnar A. Sigurdsson, Abhinav Gupta, Cordelia Schmid, Karteek Alahari:
Beyond the Camera: Neural Networks in World Coordinates. CoRR abs/2003.05614 (2020)
2010 – 2019
- 2018
- [c8]Gunnar A. Sigurdsson, Abhinav Gupta, Cordelia Schmid, Ali Farhadi, Karteek Alahari:
Actor and Observer: Joint Modeling of First and Third-Person Videos. CVPR 2018: 7396-7404 - [i7]Gunnar A. Sigurdsson, Abhinav Gupta, Cordelia Schmid, Ali Farhadi, Karteek Alahari:
Charades-Ego: A Large-Scale Dataset of Paired Third and First Person Videos. CoRR abs/1804.09626 (2018) - [i6]Gunnar A. Sigurdsson, Abhinav Gupta, Cordelia Schmid, Ali Farhadi, Karteek Alahari:
Actor and Observer: Joint Modeling of First and Third-Person Videos. CoRR abs/1804.09627 (2018) - 2017
- [c7]Gunnar A. Sigurdsson, Santosh Kumar Divvala, Ali Farhadi, Abhinav Gupta:
Asynchronous Temporal Fields for Action Recognition. CVPR 2017: 5650-5659 - [c6]Gunnar A. Sigurdsson, Olga Russakovsky, Abhinav Gupta:
What Actions are Needed for Understanding Human Actions in Videos? ICCV 2017: 2156-2165 - [i5]Gunnar A. Sigurdsson, Olga Russakovsky, Abhinav Gupta:
What Actions are Needed for Understanding Human Actions in Videos? CoRR abs/1708.02696 (2017) - 2016
- [c5]Gunnar A. Sigurdsson, Xinlei Chen, Abhinav Gupta:
Learning Visual Storylines with Skipping Recurrent Neural Networks. ECCV (5) 2016: 71-88 - [c4]Gunnar A. Sigurdsson, Gül Varol, Xiaolong Wang, Ali Farhadi, Ivan Laptev, Abhinav Gupta:
Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding. ECCV (1) 2016: 510-526 - [c3]Gunnar A. Sigurdsson, Olga Russakovsky, Ali Farhadi, Ivan Laptev, Abhinav Gupta:
Much Ado About Time: Exhaustive Annotation of Temporal Data. HCOMP 2016: 219-228 - [i4]Gunnar A. Sigurdsson, Gül Varol, Xiaolong Wang, Ali Farhadi, Ivan Laptev, Abhinav Gupta:
Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding. CoRR abs/1604.01753 (2016) - [i3]Gunnar A. Sigurdsson, Xinlei Chen, Abhinav Gupta:
Learning Visual Storylines with Skipping Recurrent Neural Networks. CoRR abs/1604.04279 (2016) - [i2]Gunnar A. Sigurdsson, Olga Russakovsky, Ali Farhadi, Ivan Laptev, Abhinav Gupta:
Much Ado About Time: Exhaustive Annotation of Temporal Data. CoRR abs/1607.07429 (2016) - [i1]Gunnar A. Sigurdsson, Santosh Kumar Divvala, Ali Farhadi, Abhinav Gupta:
Asynchronous Temporal Fields for Action Recognition. CoRR abs/1612.06371 (2016) - 2015
- [c2]Gunnar A. Sigurdsson, Zhen Yang, Trac D. Tran, Jerry L. Prince:
Interpretable exemplar-based shape classification using constrained sparse linear models. Medical Imaging: Image Processing 2015: 94130R - 2014
- [c1]Gunnar A. Sigurdsson, Jerry L. Prince:
Smoothing fields of weighted collections with applications to diffusion MRI processing. Medical Imaging: Image Processing 2014: 90342D
Coauthor Index
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