DeepEdge: A multi-scale bifurcated deep network for top-down contour detection. - Gedas Bertasius; Jianbo Shi; Lorenzo Torresani (CVPR, 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 (ICCV, 2015)

Exploiting Egocentric Object Prior for 3D Saliency Detection. - Gedas Bertasius; Hyun Soo Park; Jianbo Shi (CoRR, 2015)

Semantic Segmentation with Boundary Neural Fields. - Gedas Bertasius; Jianbo Shi; Lorenzo Torresani (CVPR, 2016)

Automatic Lymph Node Cluster Segmentation Using Holistically-Nested Neural Networks and Structured Optimization in CT Images. - Isabella Nogues; Le Lu 001; Xiaosong Wang 001; Holger Roth; Gedas Bertasius; Nathan Lay; Jianbo Shi; Yohannes Tsehay; Ronald M. Summers (MICCAI (2), 2016)

Am I a Baller? Basketball Skill Assessment using First-Person Cameras. - Gedas Bertasius; Stella X. Yu; Hyun Soo Park; Jianbo Shi (CoRR, 2016)

Exploiting Visual-Spatial First-Person Co-Occurrence for Action-Object Detection without Labels. - Gedas Bertasius; Stella X. Yu; Jianbo Shi (CoRR, 2016)

Local Perturb-and-MAP for Structured Prediction. - Gedas Bertasius; Qiang Liu 001; Lorenzo Torresani; Jianbo Shi (AISTATS, 2017)

Convolutional Random Walk Networks for Semantic Image Segmentation. - Gedas Bertasius; Lorenzo Torresani; Stella X. Yu; Jianbo Shi (CVPR, 2017)

Unsupervised Learning of Important Objects from First-Person Videos. - Gedas Bertasius; Hyun Soo Park; Stella X. Yu; Jianbo Shi (ICCV, 2017)

Am I a Baller? Basketball Performance Assessment from First-Person Videos. - Gedas Bertasius; Hyun Soo Park; Stella X. Yu; Jianbo Shi (ICCV, 2017)

Using Cross-Model EgoSupervision to Learn Cooperative Basketball Intention. - Jianbo Shi; Gedas Bertasius (ICCV Workshops, 2017)

First-Person Action-Object Detection with EgoNet. - Gedas Bertasius; Hyun Soo Park; Stella X. Yu; Jianbo Shi (Robotics: Science and Systems, 2017)

Egocentric Basketball Motion Planning From a Single First-Person Image. - Gedas Bertasius; Aaron Chan; Jianbo Shi (CVPR, 2018)

Object Detection in Video with Spatiotemporal Sampling Networks. - Gedas Bertasius; Lorenzo Torresani; Jianbo Shi (ECCV (12), 2018)

Learning Discriminative Motion Features Through Detection. - Gedas Bertasius; Christoph Feichtenhofer; Du Tran; Jianbo Shi; Lorenzo Torresani (CoRR, 2018)

Learning Temporal Pose Estimation from Sparsely-Labeled Videos. - Gedas Bertasius; Christoph Feichtenhofer; Du Tran; Jianbo Shi; Lorenzo Torresani (NeurIPS, 2019)

Attentive Action and Context Factorization. - Yang Wang 097; Vinh Tran 005; Gedas Bertasius; Lorenzo Torresani; Minh Hoai Nguyen (BMVC, 2020)

Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation. - Gedas Bertasius; Lorenzo Torresani (CVPR, 2020)

COBE: Contextualized Object Embeddings from Narrated Instructional Video. - Gedas Bertasius; Lorenzo Torresani (NeurIPS, 2020)

Vx2Text: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs. - Xudong Lin 003; Gedas Bertasius; Jue Wang 001; Shih-Fu Chang; Devi Parikh; Lorenzo Torresani (CVPR, 2021)

Is Space-Time Attention All You Need for Video Understanding? - Gedas Bertasius; Heng Wang; Lorenzo Torresani (ICML, 2021)

Supervoxel Attention Graphs for Long-Range Video Modeling. - Yang Wang 097; Gedas Bertasius; Tae-Hyun Oh; Abhinav Gupta; Minh Hoai; Lorenzo Torresani (WACV, 2021)

Learning To Recognize Procedural Activities with Distant Supervision. - Xudong Lin 003; Fabio Petroni; Gedas Bertasius; Marcus Rohrbach; Shih-Fu Chang; Lorenzo Torresani (CVPR, 2022)

Long-Short Temporal Contrastive Learning of Video Transformers. - Jue Wang 001; Gedas Bertasius; Du Tran; Lorenzo Torresani (CVPR, 2022)

TallFormer: Temporal Action Localization with a Long-Memory Transformer. - Feng Cheng; Gedas Bertasius (ECCV (34), 2022)

Long Movie Clip Classification with State-Space Video Models. - Md Mohaiminul Islam; Gedas Bertasius (ECCV (35), 2022)

EclipSE: Efficient Long-Range Video Retrieval Using Sight and Sound. - Yan-Bo Lin; Jie Lei 003; Mohit Bansal; Gedas Bertasius (ECCV (34), 2022)

Learning to Retrieve Videos by Asking Questions. - Avinash Madasu; Junier Oliva; Gedas Bertasius (ACM Multimedia, 2022)

Object State Change Classification in Egocentric Videos using the Divided Space-Time Attention Mechanism. - Md Mohaiminul Islam; Gedas Bertasius (CoRR, 2022)

VindLU: A Recipe for Effective Video-and-Language Pretraining. - Feng Cheng; Xizi Wang; Jie Lei 003; David J. Crandall; Mohit Bansal; Gedas Bertasius (CVPR, 2023)

Efficient Movie Scene Detection using State-Space Transformers. - Md Mohaiminul Islam; Mahmudul Hasan 003; Kishan Shamsundar Athrey; Tony Braskich; Gedas Bertasius (CVPR, 2023)

Vision Transformers are Parameter-Efficient Audio-Visual Learners. - Yan-Bo Lin; Yi-Lin Sung; Jie Lei 003; Mohit Bansal; Gedas Bertasius (CVPR, 2023)

Improving Video Retrieval Using Multilingual Knowledge Transfer. - Avinash Madasu; Estelle Aflalo; Gabriela Ben Melech Stan; Shao-Yen Tseng; Gedas Bertasius; Vasudev Lal (ECIR (1), 2023)

SimpleClick: Interactive Image Segmentation with Simple Vision Transformers. - Qin Liu 008; Zhenlin Xu; Gedas Bertasius; Marc Niethammer (ICCV, 2023)

Unified Coarse-to-Fine Alignment for Video-Text Retrieval. - Ziyang Wang; Yi-Lin Sung; Feng Cheng; Gedas Bertasius; Mohit Bansal (ICCV, 2023)

LoCoNet: Long-Short Context Network for Active Speaker Detection. - Xizi Wang; Feng Cheng; Gedas Bertasius; David Crandall (CoRR, 2023)

RGNet: A Unified Retrieval and Grounding Network for Long Videos. - Tanveer Hannan; Md Mohaiminul Islam; Thomas Seidl 001; Gedas Bertasius (CoRR, 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., 2023)

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences. - Xiyao Wang; Yuhang Zhou; Xiaoyu Liu 003; Hongjin Lu; Yuancheng Xu; Feihong He; Jaehong Yoon; Taixi Lu; Fuxiao Liu; Gedas Bertasius; Mohit Bansal; Huaxiu Yao; et al. (ACL (1), 2024)

Building Secure and Engaging Video Communication by Using Monitor Illumination. - Jun Myeong Choi; Johnathan Chi-Ho Leung; Noah Frahm; Max Christman; Gedas Bertasius; Roni Sengupta (CVPR Workshops, 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; et al. (CVPR, 2024)

Video ReCap: Recursive Captioning of Hour-Long Videos. - Md Mohaiminul Islam; Ngan Ho; Xitong Yang; Tushar Nagarajan; Lorenzo Torresani; Gedas Bertasius (CVPR, 2024)

LoCoNet: Long-Short Context Network for Active Speaker Detection. - Xizi Wang; Feng Cheng; Gedas Bertasius (CVPR, 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 (ECCV (24), 2024)

RGNet: A Unified Clip Retrieval and Grounding Network for Long Videos. - Tanveer Hannan; Md Mohaiminul Islam; Thomas Seidl 001; Gedas Bertasius (ECCV (21), 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 (ECCV (19), 2024)

Siamese Vision Transformers are Scalable Audio-Visual Learners. - Yan-Bo Lin; Gedas Bertasius (ECCV (14), 2024)

A Simple LLM Framework for Long-Range Video Question-Answering. - Ce Zhang 010; Taixi Lu; Md Mohaiminul Islam; Ziyang Wang; Shoubin Yu; Mohit Bansal; Gedas Bertasius (EMNLP, 2024)

ARCADE: Scalable Demonstration Collection and Generation via Augmented Reality for Imitation Learning. - Yue Yang; Bryce Ikeda; Gedas Bertasius; Daniel Szafir (IROS, 2024)

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences. - Xiyao Wang; Yuhang Zhou; Xiaoyu Liu 003; Hongjin Lu; Yuancheng Xu; Feihong He; Jaehong Yoon; Taixi Lu; Gedas Bertasius; Mohit Bansal; Huaxiu Yao; Furong Huang (CoRR, 2024)

Augmented Reality Demonstrations for Scalable Robot Imitation Learning. - Yue Yang; Bryce Ikeda; Gedas Bertasius; Daniel Szafir (CoRR, 2024)

TimeRefine: Temporal Grounding with Time Refining Video LLM. - Xizi Wang; Feng Cheng; Ziyang Wang; Huiyu Wang; Md Mohaiminul Islam; Lorenzo Torresani; Mohit Bansal; Gedas Bertasius; David J. Crandall (CoRR, 2024)

ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos. - Tanveer Hannan; Md Mohaiminul Islam; Jindong Gu; Thomas Seidl 001; Gedas Bertasius (CVPR, 2025)

BIMBA: Selective-Scan Compression for Long-Range Video Question Answering. - Md Mohaiminul Islam; Tushar Nagarajan; Huiyu Wang; Gedas Bertasius; Lorenzo Torresani (CVPR, 2025)

BASKET: A Large-Scale Video Dataset for Fine-Grained Skill Estimation. - Yulu Pan; Ce Zhang 010; Gedas Bertasius (CVPR, 2025)

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 (CVPR, 2025)

Dam: Dynamic Adapter Merging for Continual Video QA Learning. - Feng Cheng; Ziyang Wang; Yi-Lin Sung; Yan-Bo Lin; Mohit Bansal; Gedas Bertasius (WACV, 2025)

VMAs: Video-to-Music Generation via Semantic Alignment in Web Music Videos. - Yan-Bo Lin; Yu Tian; Linjie Yang; Gedas Bertasius; Heng Wang (WACV, 2025)

ReBot: Scaling Robot Learning with Real-to-Sim-to-Real Robotic Video Synthesis. - Yu Fang; Yue Yang; Xinghao Zhu; Kaiyuan Zheng; Gedas Bertasius; Daniel Szafir; Mingyu Ding (CoRR, 2025)

Zero-Shot Audio-Visual Editing via Cross-Modal Delta Denoising. - Yan-Bo Lin; Kevin Lin; Zhengyuan Yang; Linjie Li; Jianfeng Wang; Chung-Ching Lin; Xiaofei Wang; Gedas Bertasius; Lijuan Wang (CoRR, 2025)

SiLVR: A Simple Language-based Video Reasoning Framework. - Ce Zhang 010; Yan-Bo Lin; Ziyang Wang; Mohit Bansal; Gedas Bertasius (CoRR, 2025)

ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding. - Yiyang Zhou; Yangfan He; Yaofeng Su; Siwei Han; Joel Jang; Gedas Bertasius; Mohit Bansal; Huaxiu Yao (CoRR, 2025)

ExAct: A Video-Language Benchmark for Expert Action Analysis. - Han Yi; Yulu Pan; Feihong He; Xinyu Liu; Benjamin Zhang; Oluwatumininu Oguntola; Gedas Bertasius (CoRR, 2025)

Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning. - Ziyang Wang; Jaehong Yoon; Shoubin Yu; Md Mohaiminul Islam; Gedas Bertasius; Mohit Bansal (CoRR, 2025)

Enhancing Visual Planning with Auxiliary Tasks and Multi-token Prediction. - Ce Zhang; Yale Song; Ruta Desai; Michael Louis Iuzzolino; Joseph Tighe; Gedas Bertasius; Satwik Kottur (CoRR, 2025)

BOSS: Benchmark for Observation Space Shift in Long-Horizon Task. - Yue Yang; Linfeng Zhao; Mingyu Ding; Gedas Bertasius; Daniel Szafir (IEEE Robotics Autom. Lett., 2025)