Gedas Bertasius

According to our database, Gedas Bertasius authored at least 54 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Propose, Assess, Search: Harnessing LLMs for Goal-Oriented Planning in Instructional Videos.

Md Mohaiminul Islam, Tushar Nagarajan, Huiyu Wang, Fu-Jen Chu, Kris Kitani, Gedas Bertasius, Xitong Yang

CoRR, 2024

VMAS: Video-to-Music Generation via Semantic Alignment in Web Music Videos.

Yan-Bo Lin, Yu Tian, Linjie Yang, Gedas Bertasius, Heng Wang

CoRR, 2024

VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos.

Ziyang Wang, Shoubin Yu, Elias Stengel-Eskin, Jaehong Yoon, Feng Cheng, Gedas Bertasius, Mohit Bansal

CoRR, 2024

Siamese Vision Transformers are Scalable Audio-visual Learners.

Yan-Bo Lin, Gedas Bertasius

CoRR, 2024

Augmented Reality Demonstrations for Scalable Robot Imitation Learning.

Yue Yang, Bryce Ikeda, Gedas Bertasius, Daniel Szafir

CoRR, 2024

DAM: Dynamic Adapter Merging for Continual Video QA Learning.

Feng Cheng, Ziyang Wang, Yi-Lin Sung, Yan-Bo Lin, Mohit Bansal, Gedas Bertasius

CoRR, 2024

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences.

Xiyao Wang, Yuhang Zhou, Xiaoyu Liu, Hongjin Lu, Yuancheng Xu, Feihong He, Jaehong Yoon, Taixi Lu, Gedas Bertasius, Mohit Bansal, Huaxiu Yao, Furong Huang

CoRR, 2024

A Simple LLM Framework for Long-Range Video Question-Answering.

Ce Zhang, Taixi Lu, Md Mohaiminul Islam, Ziyang Wang, Shoubin Yu, Mohit Bansal, Gedas Bertasius

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

RGNet: A Unified Clip Retrieval and Grounding Network for Long Videos.

Tanveer Hannan, Md Mohaiminul Islam, Thomas Seidl, Gedas Bertasius

Proceedings of the Computer Vision - ECCV 2024, 2024

4DIFF: 3D-Aware Diffusion Model for Third-to-First Viewpoint Translation.

Feng Cheng, Mi Luo, Huiyu Wang, Alex Dimakis, Lorenzo Torresani, Gedas Bertasius, Kristen Grauman

Proceedings of the Computer Vision - ECCV 2024, 2024

LoCoNet: Long-Short Context Network for Active Speaker Detection.

Xizi Wang, Feng Cheng, Gedas Bertasius

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Video ReCap: Recursive Captioning of Hour-Long Videos.

Md Mohaiminul Islam, Ngan Ho, Xitong Yang, Tushar Nagarajan, Lorenzo Torresani, Gedas Bertasius

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives.

Kristen Grauman, Andrew Westbury, Lorenzo Torresani, Kris Kitani, Jitendra Malik, Triantafyllos Afouras, Kumar Ashutosh, Vijay Baiyya, Siddhant Bansal, Bikram Boote, Eugene Byrne, Zachary Chavis, Joya Chen, Feng Cheng, Fu-Jen Chu, Sean Crane, Avijit Dasgupta, Jing Dong, María Escobar, Cristhian Forigua, Abrham Gebreselasie, Sanjay Haresh, Jing Huang, Md Mohaiminul Islam, Suyog Dutt Jain, Rawal Khirodkar, Devansh Kukreja, Kevin J. Liang, Jia-Wei Liu, Sagnik Majumder, Yongsen Mao, Miguel Martin, Effrosyni Mavroudi, Tushar Nagarajan, Francesco Ragusa, Santhosh Kumar Ramakrishnan, Luigi Seminara, Arjun Somayazulu, Yale Song, Shan Su, Zihui Xue, Edward Zhang, Jinxu Zhang, Angela Castillo, Changan Chen, Xinzhu Fu, Ryosuke Furuta, Cristina González, Prince Gupta, Jiabo Hu, Yifei Huang, Yiming Huang, Weslie Khoo, Anush Kumar, Robert Kuo, Sach Lakhavani, Miao Liu, Mi Luo, Zhengyi Luo, Brighid Meredith, Austin Miller, Oluwatumininu Oguntola, Xiaqing Pan, Penny Peng, Shraman Pramanick, Merey Ramazanova, Fiona Ryan, Wei Shan, Kiran Somasundaram, Chenan Song, Audrey Southerland, Masatoshi Tateno, Huiyu Wang, Yuchen Wang, Takuma Yagi, Mingfei Yan, Xitong Yang, Zecheng Yu, Shengxin Cindy Zha, Chen Zhao, Ziwei Zhao, Zhifan Zhu, Jeff Zhuo, Pablo Arbeláez, Gedas Bertasius, Dima Damen, Jakob Engel, Giovanni Maria Farinella, Antonino Furnari, Bernard Ghanem, Judy Hoffman, C. V. Jawahar, Richard A. Newcombe, Hyun Soo Park, James M. Rehg, Yoichi Sato, Manolis Savva, Jianbo Shi, Mike Zheng Shout, Michael Wray

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Building Secure and Engaging Video Communication by Using Monitor Illumination.

Jun Myeong Choi, Johnathan Leung, Noah Frahm, Max Christman, Gedas Bertasius, Roni Sengupta

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences.

Xiyao Wang, Yuhang Zhou, Xiaoyu Liu, Hongjin Lu, Yuancheng Xu, Feihong He, Jaehong Yoon, Taixi Lu, Fuxiao Liu, Gedas Bertasius, Mohit Bansal, Huaxiu Yao, Furong Huang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

MuMUR: Multilingual Multimodal Universal Retrieval.

Avinash Madasu, Estelle Aflalo, Gabriela Ben Melech Stan, Shachar Rosenman, Shao-Yen Tseng, Gedas Bertasius, Vasudev Lal

Inf. Retr. J., June, 2023

RGNet: A Unified Retrieval and Grounding Network for Long Videos.

Tanveer Hannan, Md Mohaiminul Islam, Thomas Seidl, Gedas Bertasius

CoRR, 2023

LoCoNet: Long-Short Context Network for Active Speaker Detection.

Xizi Wang, Feng Cheng, Gedas Bertasius, David Crandall

CoRR, 2023

Unified Coarse-to-Fine Alignment for Video-Text Retrieval.

Ziyang Wang, Yi-Lin Sung, Feng Cheng, Gedas Bertasius, Mohit Bansal

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SimpleClick: Interactive Image Segmentation with Simple Vision Transformers.

Qin Liu, Zhenlin Xu, Gedas Bertasius, Marc Niethammer

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Improving Video Retrieval Using Multilingual Knowledge Transfer.

Avinash Madasu, Estelle Aflalo, Gabriela Ben Melech Stan, Shao-Yen Tseng, Gedas Bertasius, Vasudev Lal

Proceedings of the Advances in Information Retrieval, 2023

Vision Transformers are Parameter-Efficient Audio-Visual Learners.

Yan-Bo Lin, Yi-Lin Sung, Jie Lei, Mohit Bansal, Gedas Bertasius

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Efficient Movie Scene Detection using State-Space Transformers.

Md Mohaiminul Islam, Mahmudul Hasan, Kishan Shamsundar Athrey, Tony Braskich, Gedas Bertasius

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

VindLU: A Recipe for Effective Video-and-Language Pretraining.

Feng Cheng, Xizi Wang, Jie Lei, David J. Crandall, Mohit Bansal, Gedas Bertasius

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Object State Change Classification in Egocentric Videos using the Divided Space-Time Attention Mechanism.

Md Mohaiminul Islam, Gedas Bertasius

CoRR, 2022

Learning to Retrieve Videos by Asking Questions.

Avinash Madasu, Junier Oliva, Gedas Bertasius

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

EclipSE: Efficient Long-Range Video Retrieval Using Sight and Sound.

Yan-Bo Lin, Jie Lei, Mohit Bansal, Gedas Bertasius

Proceedings of the Computer Vision - ECCV 2022, 2022

Long Movie Clip Classification with State-Space Video Models.

Md Mohaiminul Islam, Gedas Bertasius

Proceedings of the Computer Vision - ECCV 2022, 2022

TallFormer: Temporal Action Localization with a Long-Memory Transformer.

Feng Cheng, Gedas Bertasius

Proceedings of the Computer Vision - ECCV 2022, 2022

Long-Short Temporal Contrastive Learning of Video Transformers.

Jue Wang, Gedas Bertasius, Du Tran, Lorenzo Torresani

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Learning To Recognize Procedural Activities with Distant Supervision.

Xudong Lin, Fabio Petroni, Gedas Bertasius, Marcus Rohrbach, Shih-Fu Chang, Lorenzo Torresani

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Supervoxel Attention Graphs for Long-Range Video Modeling.

Yang Wang, Gedas Bertasius, Tae-Hyun Oh, Abhinav Gupta, Minh Hoai, Lorenzo Torresani

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Is Space-Time Attention All You Need for Video Understanding?

Gedas Bertasius, Heng Wang, Lorenzo Torresani

Proceedings of the 38th International Conference on Machine Learning, 2021

Vx2Text: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs.

Xudong Lin, Gedas Bertasius, Jue Wang, Shih-Fu Chang, Devi Parikh, Lorenzo Torresani

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

COBE: Contextualized Object Embeddings from Narrated Instructional Video.

Gedas Bertasius, Lorenzo Torresani

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation.

Gedas Bertasius, Lorenzo Torresani

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Attentive Action and Context Factorization.

Yang Wang, Vinh Tran, Gedas Bertasius, Lorenzo Torresani, Minh Hoai Nguyen

Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019

Learning Temporal Pose Estimation from Sparsely-Labeled Videos.

Gedas Bertasius, Christoph Feichtenhofer, Du Tran, Jianbo Shi, Lorenzo Torresani

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Learning Discriminative Motion Features Through Detection.

Gedas Bertasius, Christoph Feichtenhofer, Du Tran, Jianbo Shi, Lorenzo Torresani

CoRR, 2018

Object Detection in Video with Spatiotemporal Sampling Networks.

Gedas Bertasius, Lorenzo Torresani, Jianbo Shi

Proceedings of the Computer Vision - ECCV 2018, 2018

Egocentric Basketball Motion Planning From a Single First-Person Image.

Gedas Bertasius, Aaron Chan, Jianbo Shi

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

First-Person Action-Object Detection with EgoNet.

Gedas Bertasius, Hyun Soo Park, Stella X. Yu, Jianbo Shi

Proceedings of the Robotics: Science and Systems XIII, 2017

Using Cross-Model EgoSupervision to Learn Cooperative Basketball Intention.

Jianbo Shi, Gedas Bertasius

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Am I a Baller? Basketball Performance Assessment from First-Person Videos.

Gedas Bertasius, Hyun Soo Park, Stella X. Yu, Jianbo Shi

Proceedings of the IEEE International Conference on Computer Vision, 2017

Unsupervised Learning of Important Objects from First-Person Videos.

Gedas Bertasius, Hyun Soo Park, Stella X. Yu, Jianbo Shi

Proceedings of the IEEE International Conference on Computer Vision, 2017

Convolutional Random Walk Networks for Semantic Image Segmentation.

Gedas Bertasius, Lorenzo Torresani, Stella X. Yu, Jianbo Shi

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Local Perturb-and-MAP for Structured Prediction.

Gedas Bertasius, Qiang Liu, Lorenzo Torresani, Jianbo Shi

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Exploiting Visual-Spatial First-Person Co-Occurrence for Action-Object Detection without Labels.

Gedas Bertasius, Stella X. Yu, Jianbo Shi

CoRR, 2016

Am I a Baller? Basketball Skill Assessment using First-Person Cameras.

Gedas Bertasius, Stella X. Yu, Hyun Soo Park, Jianbo Shi

CoRR, 2016

Automatic Lymph Node Cluster Segmentation Using Holistically-Nested Neural Networks and Structured Optimization in CT Images.

Isabella Nogues, Le Lu, Xiaosong Wang, Holger Roth, Gedas Bertasius, Nathan Lay, Jianbo Shi, Yohannes Tsehay, Ronald M. Summers

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Semantic Segmentation with Boundary Neural Fields.

Gedas Bertasius, Jianbo Shi, Lorenzo Torresani

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Exploiting Egocentric Object Prior for 3D Saliency Detection.

Gedas Bertasius, Hyun Soo Park, Jianbo Shi

CoRR, 2015

High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and Its Applications to High-Level Vision.

Gedas Bertasius, Jianbo Shi, Lorenzo Torresani

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

DeepEdge: A multi-scale bifurcated deep network for top-down contour detection.

Gedas Bertasius, Jianbo Shi, Lorenzo Torresani

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015