Gedas Bertasius

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 68

Top Topics

Interactive Image Segmentation

Object Detection

Skill Assessment

Top Venues

Publications

Md Mohaiminul Islam, Ngan Ho, Xitong Yang, Tushar Nagarajan, Lorenzo Torresani, Gedas Bertasius
Video ReCap: Recursive Captioning of Hour-Long Videos. CoRR (2024)
Yan-Bo Lin, Gedas Bertasius
Siamese Vision Transformers are Scalable Audio-visual Learners. CoRR (2024)
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
Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences. ACL (1) (2024)
Yue Yang, Bryce Ikeda, Gedas Bertasius, Daniel Szafir
Augmented Reality Demonstrations for Scalable Robot Imitation Learning. CoRR (2024)
Ziyang Wang, Shoubin Yu, Elias Stengel-Eskin, Jaehong Yoon, Feng Cheng, Gedas Bertasius, Mohit Bansal
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos. CoRR (2024)
Feng Cheng, Ziyang Wang, Yi-Lin Sung, Yan-Bo Lin, Mohit Bansal, Gedas Bertasius
DAM: Dynamic Adapter Merging for Continual Video QA Learning. CoRR (2024)
Xiyao Wang, Yuhang Zhou, Xiaoyu Liu, Hongjin Lu, Yuancheng Xu, Feihong He, Jaehong Yoon, Taixi Lu, Gedas Bertasius, Mohit Bansal, Huaxiu Yao, Furong Huang
Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences. CoRR (2024)
Avinash Madasu, Estelle Aflalo, Gabriela Ben Melech Stan, Shao-Yen Tseng, Gedas Bertasius, Vasudev Lal
Improving Video Retrieval Using Multilingual Knowledge Transfer. ECIR (1) (2023)
Ce Zhang, Taixi Lu, Md Mohaiminul Islam, Ziyang Wang, Shoubin Yu, Mohit Bansal, Gedas Bertasius
A Simple LLM Framework for Long-Range Video Question-Answering. CoRR (2023)
Ziyang Wang, Yi-Lin Sung, Feng Cheng, Gedas Bertasius, Mohit Bansal
Unified Coarse-to-Fine Alignment for Video-Text Retrieval. ICCV (2023)
Yan-Bo Lin, Yi-Lin Sung, Jie Lei, Mohit Bansal, Gedas Bertasius
Vision Transformers are Parameter-Efficient Audio-Visual Learners. CVPR (2023)
Avinash Madasu, Estelle Aflalo, Gabriela Ben Melech Stan, Shachar Rosenman, Shao-Yen Tseng, Gedas Bertasius, Vasudev Lal
MuMUR: Multilingual Multimodal Universal Retrieval. Inf. Retr. J. 26 (1) (2023)
Md Mohaiminul Islam, Mahmudul Hasan, Kishan Shamsundar Athrey, Tony Braskich, Gedas Bertasius
Efficient Movie Scene Detection using State-Space Transformers. CVPR (2023)
Ziyang Wang, Yi-Lin Sung, Feng Cheng, Gedas Bertasius, Mohit Bansal
Unified Coarse-to-Fine Alignment for Video-Text Retrieval. CoRR (2023)
Xizi Wang, Feng Cheng, Gedas Bertasius, David J. Crandall
LoCoNet: Long-Short Context Network for Active Speaker Detection. CoRR (2023)
Tanveer Hannan, Md Mohaiminul Islam, Thomas Seidl, Gedas Bertasius
RGNet: A Unified Retrieval and Grounding Network for Long Videos. CoRR (2023)
Feng Cheng, Xizi Wang, Jie Lei, David J. Crandall, Mohit Bansal, Gedas Bertasius
VindLU: A Recipe for Effective Video-and-Language Pretraining. CVPR (2023)
Qin Liu, Zhenlin Xu, Gedas Bertasius, Marc Niethammer
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers. ICCV (2023)
Yan-Bo Lin, Jie Lei, Mohit Bansal, Gedas Bertasius
EclipSE: Efficient Long-Range Video Retrieval Using Sight and Sound. ECCV (34) (2022)
Feng Cheng, Gedas Bertasius
TallFormer: Temporal Action Localization with a Long-Memory Transformer. ECCV (34) (2022)
Avinash Madasu, Junier Oliva, Gedas Bertasius
Learning to Retrieve Videos by Asking Questions. ACM Multimedia (2022)
Feng Cheng, Gedas Bertasius
TALLFormer: Temporal Action Localization with Long-memory Transformer. CoRR (2022)
Md Mohaiminul Islam, Gedas Bertasius
Long Movie Clip Classification with State-Space Video Models. ECCV (35) (2022)
Avinash Madasu, Estelle Aflalo, Gabriela Ben Melech Stan, Shao-Yen Tseng, Gedas Bertasius, Vasudev Lal
Improving video retrieval using multilingual knowledge transfer. CoRR (2022)
Xudong Lin, Fabio Petroni, Gedas Bertasius, Marcus Rohrbach, Shih-Fu Chang, Lorenzo Torresani
Learning To Recognize Procedural Activities with Distant Supervision. CoRR (2022)
Avinash Madasu, Junier Oliva, Gedas Bertasius
Learning to Retrieve Videos by Asking Questions. CoRR (2022)
Md Mohaiminul Islam, Gedas Bertasius
Long Movie Clip Classification with State-Space Video Models. CoRR (2022)
Md Mohaiminul Islam, Mahmudul Hasan, Kishan Shamsundar Athrey, Tony Braskich, Gedas Bertasius
Efficient Movie Scene Detection using State-Space Transformers. CoRR (2022)
Xudong Lin, Fabio Petroni, Gedas Bertasius, Marcus Rohrbach, Shih-Fu Chang, Lorenzo Torresani
Learning To Recognize Procedural Activities with Distant Supervision. CVPR (2022)
Jue Wang, Gedas Bertasius, Du Tran, Lorenzo Torresani
Long-Short Temporal Contrastive Learning of Video Transformers. CVPR (2022)
Md Mohaiminul Islam, Gedas Bertasius
Object State Change Classification in Egocentric Videos using the Divided Space-Time Attention Mechanism. CoRR (2022)
Yan-Bo Lin, Jie Lei, Mohit Bansal, Gedas Bertasius
ECLIPSE: Efficient Long-range Video Retrieval using Sight and Sound. CoRR (2022)
Feng Cheng, Xizi Wang, Jie Lei, David J. Crandall, Mohit Bansal, Gedas Bertasius
VindLU: A Recipe for Effective Video-and-Language Pretraining. CoRR (2022)
Qin Liu, Zhenlin Xu, Gedas Bertasius, Marc Niethammer
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers. CoRR (2022)
Yan-Bo Lin, Yi-Lin Sung, Jie Lei, Mohit Bansal, Gedas Bertasius
Vision Transformers are Parameter-Efficient Audio-Visual Learners. CoRR (2022)
Yang Wang, Gedas Bertasius, Tae-Hyun Oh, Abhinav Gupta, Minh Hoai, Lorenzo Torresani
Supervoxel Attention Graphs for Long-Range Video Modeling. WACV (2021)
Jue Wang, Gedas Bertasius, Du Tran, Lorenzo Torresani
Long-Short Temporal Contrastive Learning of Video Transformers. CoRR (2021)
Gedas Bertasius, Heng Wang, Lorenzo Torresani
Is Space-Time Attention All You Need for Video Understanding? ICML (2021)
Xudong Lin, Gedas Bertasius, Jue Wang, Shih-Fu Chang, Devi Parikh, Lorenzo Torresani
VX2TEXT: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs. CoRR (2021)
Gedas Bertasius, Heng Wang, Lorenzo Torresani
Is Space-Time Attention All You Need for Video Understanding? CoRR (2021)
Xudong Lin, Gedas Bertasius, Jue Wang, Shih-Fu Chang, Devi Parikh, Lorenzo Torresani
Vx2Text: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs. CVPR (2021)
Gedas Bertasius, Lorenzo Torresani
COBE: Contextualized Object Embeddings from Narrated Instructional Video. NeurIPS (2020)
Gedas Bertasius, Lorenzo Torresani
COBE: Contextualized Object Embeddings from Narrated Instructional Video. CoRR (2020)
Yang Wang, Vinh Tran, Gedas Bertasius, Lorenzo Torresani, Minh Hoai Nguyen
Attentive Action and Context Factorization. BMVC (2020)
Gedas Bertasius, Lorenzo Torresani
Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation. CVPR (2020)
Gedas Bertasius, Lorenzo Torresani
Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation. CoRR (2019)
Gedas Bertasius, Christoph Feichtenhofer, Du Tran, Jianbo Shi, Lorenzo Torresani
Learning Temporal Pose Estimation from Sparsely-Labeled Videos. CoRR (2019)
Gedas Bertasius, Christoph Feichtenhofer, Du Tran, Jianbo Shi, Lorenzo Torresani
Learning Temporal Pose Estimation from Sparsely-Labeled Videos. NeurIPS (2019)
Yang Wang, Vinh Tran, Gedas Bertasius, Lorenzo Torresani, Minh Hoai
Attentive Action and Context Factorization. CoRR (2019)
Gedas Bertasius, Christoph Feichtenhofer, Du Tran, Jianbo Shi, Lorenzo Torresani
Learning Discriminative Motion Features Through Detection. CoRR (2018)
Gedas Bertasius, Aaron Chan, Jianbo Shi
Egocentric Basketball Motion Planning From a Single First-Person Image. CVPR (2018)
Gedas Bertasius, Lorenzo Torresani, Jianbo Shi
Object Detection in Video with Spatiotemporal Sampling Networks. ECCV (12) (2018)
Gedas Bertasius, Aaron Chan, Jianbo Shi
Egocentric Basketball Motion Planning from a Single First-Person Image. CoRR (2018)
Gedas Bertasius, Lorenzo Torresani, Jianbo Shi
Object Detection in Video with Spatiotemporal Sampling Networks. CoRR (2018)
Gedas Bertasius, Hyun Soo Park, Stella X. Yu, Jianbo Shi
First-Person Action-Object Detection with EgoNet. Robotics: Science and Systems (2017)
Gedas Bertasius, Hyun Soo Park, Stella X. Yu, Jianbo Shi
Am I a Baller? Basketball Performance Assessment from First-Person Videos. ICCV (2017)
Gedas Bertasius, Jianbo Shi
Using Cross-Model EgoSupervision to Learn Cooperative Basketball Intention. CoRR (2017)
Jianbo Shi, Gedas Bertasius
Using Cross-Model EgoSupervision to Learn Cooperative Basketball Intention. ICCV Workshops (2017)
Gedas Bertasius, Lorenzo Torresani, Stella X. Yu, Jianbo Shi
Convolutional Random Walk Networks for Semantic Image Segmentation. CVPR (2017)
Gedas Bertasius, Qiang Liu, Lorenzo Torresani, Jianbo Shi
Local Perturb-and-MAP for Structured Prediction. AISTATS (2017)
Gedas Bertasius, Hyun Soo Park, Stella X. Yu, Jianbo Shi
Unsupervised Learning of Important Objects from First-Person Videos. ICCV (2017)
Gedas Bertasius, Stella X. Yu, Jianbo Shi
Exploiting Visual-Spatial First-Person Co-Occurrence for Action-Object Detection without Labels. CoRR (2016)
Gedas Bertasius, Qiang Liu, Lorenzo Torresani, Jianbo Shi
Local Perturb-and-MAP for Structured Prediction. CoRR (2016)
Gedas Bertasius, Hyun Soo Park, Stella X. Yu, Jianbo Shi
First Person Action-Object Detection with EgoNet. CoRR (2016)
Isabella Nogues, Le Lu, Xiaosong Wang, Holger Roth, Gedas Bertasius, Nathan Lay, Jianbo Shi, Yohannes Tsehay, Ronald M. Summers
Automatic Lymph Node Cluster Segmentation Using Holistically-Nested Neural Networks and Structured Optimization in CT Images. MICCAI (2) (2016)
Gedas Bertasius, Lorenzo Torresani, Stella X. Yu, Jianbo Shi
Convolutional Random Walk Networks for Semantic Image Segmentation. CoRR (2016)
Gedas Bertasius, Jianbo Shi, Lorenzo Torresani
Semantic Segmentation with Boundary Neural Fields. CVPR (2016)
Gedas Bertasius, Stella X. Yu, Hyun Soo Park, Jianbo Shi
Am I a Baller? Basketball Skill Assessment using First-Person Cameras. CoRR (2016)
Gedas Bertasius, Hyun Soo Park, Jianbo Shi
Exploiting Egocentric Object Prior for 3D Saliency Detection. CoRR (2015)
Gedas Bertasius, Jianbo Shi, Lorenzo Torresani
High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and Its Applications to High-Level Vision. ICCV (2015)
Gedas Bertasius, Jianbo Shi, Lorenzo Torresani
Semantic Segmentation with Boundary Neural Fields. CoRR (2015)
Gedas Bertasius, Jianbo Shi, Lorenzo Torresani
High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and its Applications to High-Level Vision. CoRR (2015)
Gedas Bertasius, Jianbo Shi, Lorenzo Torresani
DeepEdge: A multi-scale bifurcated deep network for top-down contour detection. CVPR (2015)
Gedas Bertasius, Jianbo Shi, Lorenzo Torresani
DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection. CoRR (2014)