Dima Damen

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 148

Top Venues

University of Leeds, UK (PHD)

Education History

University of Leeds, UK

PHD

Publications

Siddhant Bansal, Michael Wray, Dima Damen
HOI-Ref: Hand-Object Interaction Referral in Egocentric Vision. CoRR (2024)
Daniel Yang, Davin Tjia, Jacob Berg, Dima Damen, Pulkit Agrawal, Abhishek Gupta
Rank2Reward: Learning Shaped Reward Functions from Passive Video. CoRR (2024)
Saptarshi Sinha, Alexandros Stergiou, Dima Damen
Every Shot Counts: Using Exemplars for Repetition Counting in Videos. CoRR (2024)
Jacob Chalk, Jaesung Huh, Evangelos Kazakos, Andrew Zisserman, Dima Damen
TIM: A Time Interval Machine for Audio-Visual Action Recognition. CoRR (2024)
Bin Zhu, Kevin Flanagan, Adriano Fragomeni, Michael Wray, Dima Damen
Video Editing for Video Retrieval. CoRR (2024)
Daniel Yang, Davin Tjia, Jacob Berg, Dima Damen, Pulkit Agrawal, Abhishek Gupta
Rank2Reward: Learning Shaped Reward Functions from Passive Video. ICRA (2024)
Chiara Plizzari, Shubham Goel, Toby Perrett, Jacob Chalk, Angjoo Kanazawa, Dima Damen
Spatial Cognition from Egocentric Video: Out of Sight, Not Out of Mind. CoRR (2024)
Joseph Heyward, João Carreira, Dima Damen, Andrew Zisserman, Viorica Patraucean
Perception Test 2023: A Summary of the First Challenge And Outcome. CoRR (2023)
Hanyuan Wang, Majid Mirmehdi, Dima Damen, Toby Perrett
Centre Stage: Centricity-based Audio-Visual Temporal Action Detection. BMVC Workshop (2023)
Toby Perrett, Saptarshi Sinha, Tilo Burghardt, Majid Mirmehdi, Dima Damen
Use Your Head: Improving Long-Tail Video Recognition. CVPR (2023)
Alexandros Stergiou, Dima Damen
Play It Back: Iterative Attention For Audio Recognition. ICASSP (2023)
Chiara Plizzari, Gabriele Goletto, Antonino Furnari, Siddhant Bansal, Francesco Ragusa, Giovanni Maria Farinella, Dima Damen, Tatiana Tommasi
An Outlook into the Future of Egocentric Vision. CoRR (2023)
Viorica Patraucean, Lucas Smaira, Ankush Gupta, Adrià Recasens Continente, Larisa Markeeva, Dylan Banarse, Skanda Koppula, Joseph Heyward, Mateusz Malinowski, Yi Yang, Carl Doersch, Tatiana Matejovicova, Yury Sulsky, Antoine Miech, Alex Frechette, Hanna Klimczak, Raphael Koster, Junlin Zhang, Stephanie Winkler, Yusuf Aytar, Simon Osindero, Dima Damen, Andrew Zisserman, João Carreira
Perception Test: A Diagnostic Benchmark for Multimodal Video Models. CoRR (2023)
Vadim Tschernezki, Ahmad Darkhalil, Zhifan Zhu, David Fouhey, Iro Laina, Diane Larlus, Dima Damen, Andrea Vedaldi
EPIC Fields: Marrying 3D Geometry and Video Understanding. CoRR (2023)
Viorica Patraucean, Lucas Smaira, Ankush Gupta, Adrià Recasens, Larisa Markeeva, Dylan Banarse, Skanda Koppula, Joseph Heyward, Mateusz Malinowski, Yi Yang, Carl Doersch, Tatiana Matejovicova, Yury Sulsky, Antoine Miech, Alexandre Fréchette, Hanna Klimczak, Raphael Koster, Junlin Zhang, Stephanie Winkler, Yusuf Aytar, Simon Osindero, Dima Damen, Andrew Zisserman, João Carreira
Perception Test: A Diagnostic Benchmark for Multimodal Video Models. NeurIPS (2023)
Jaesung Huh, Jacob Chalk, Evangelos Kazakos, Dima Damen, Andrew Zisserman
Epic-Sounds: A Large-scale Dataset of Actions That Sound. CoRR (2023)
Zhifan Zhu, Dima Damen
Get a Grip: Reconstructing Hand-Object Stable Grasps in Egocentric Videos. CoRR (2023)
Chiara Plizzari, Toby Perrett, Barbara Caputo, Dima Damen
What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations. ICCV (2023)
João Carreira, Michael King, Viorica Patraucean, Dilara Gokay, Catalin Ionescu, Yi Yang, Daniel Zoran, Joseph Heyward, Carl Doersch, Yusuf Aytar, Dima Damen, Andrew Zisserman
Learning from One Continuous Video Stream. CoRR (2023)
Hanyuan Wang, Majid Mirmehdi, Dima Damen, Toby Perrett
Centre Stage: Centricity-based Audio-Visual Temporal Action Detection. CoRR (2023)
Jaesung Huh, Jacob Chalk, Evangelos Kazakos, Dima Damen, Andrew Zisserman
Epic-Sounds: A Large-Scale Dataset of Actions that Sound. ICASSP (2023)
Kevin Flanagan, Dima Damen, Michael Wray
Learning Temporal Sentence Grounding From Narrated EgoVideos. BMVC (2023)
Kevin Flanagan, Dima Damen, Michael Wray
Learning Temporal Sentence Grounding From Narrated EgoVideos. CoRR (2023)
Tomás Soucek, Dima Damen, Michael Wray, Ivan Laptev, Josef Sivic
GenHowTo: Learning to Generate Actions and State Transformations from Instructional Videos. CoRR (2023)
Vadim Tschernezki, Ahmad Darkhalil, Zhifan Zhu, David Fouhey, Iro Laina, Diane Larlus, Dima Damen, Andrea Vedaldi
EPIC Fields: Marrying 3D Geometry and Video Understanding. NeurIPS (2023)
Toby Perrett, Saptarshi Sinha, Tilo Burghardt, Majid Mirmehdi, Dima Damen
Use Your Head: Improving Long-Tail Video Recognition. CoRR (2023)
Antonino Furnari, David J. Crandall, Dima Damen, Kristen Grauman, Giovanni Maria Farinella
Editorial: Special Section on Egocentric Perception. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Alexandros Stergiou, Dima Damen
The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction. CVPR (2023)
Chiara Plizzari, Toby Perrett, Barbara Caputo, Dima Damen
What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations. CoRR (2023)
Will Price, Carl Vondrick, Dima Damen
UnweaveNet: Unweaving Activity Stories. CVPR (2022)
Adriano Fragomeni, Michael Wray, Dima Damen
ConTra: (Con)text (Tra)nsformer for Cross-Modal Video Retrieval. ACCV (4) (2022)
Dena Bazazian, Andrew Calway, Dima Damen
Dual-Domain Image Synthesis using Segmentation-Guided GAN. CVPR Workshops (2022)
Alexandros Stergiou, Dima Damen
Temporal Progressive Attention for Early Action Prediction. CoRR (2022)
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray
Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100. Int. J. Comput. Vis. 130 (1) (2022)
Hanyuan Wang, Majid Mirmehdi, Dima Damen, Toby Perrett
Refining Action Boundaries for One-stage Detection. AVSS (2022)
Ahmad Darkhalil, Dandan Shan, Bin Zhu, Jian Ma, Amlan Kar, Richard E. L. Higgins, Sanja Fidler, David Fouhey, Dima Damen
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations. CoRR (2022)
Kevin Qinghong Lin, Alex Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou
Egocentric Video-Language Pretraining @ Ego4D Challenge 2022. CoRR (2022)
Jian Ma, Dima Damen
Hand-Object Interaction Reasoning. CoRR (2022)
Jian Ma, Dima Damen
Hand-Object Interaction Reasoning. AVSS (2022)
Kevin Qinghong Lin, Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou
Egocentric Video-Language Pretraining. NeurIPS (2022)
Valentin Popescu, Dima Damen, Toby Perrett
An Evaluation of OCR on Egocentric Data. CoRR (2022)
Hanyuan Wang, Dima Damen, Majid Mirmehdi, Toby Perrett
TVNet: Temporal Voting Network for Action Localization. CoRR (2022)
Hanyuan Wang, Dima Damen, Majid Mirmehdi, Toby Perrett
TVNet: Temporal Voting Network for Action Localization. VISIGRAPP (5: VISAPP) (2022)
Alessandro Masullo, Toby Perrett, Tilo Burghardt, Ian Craddock, Dima Damen, Majid Mirmehdi
Inertial Hallucinations - When Wearable Inertial Devices Start Seeing Things. CoRR (2022)
Adriano Fragomeni, Michael Wray, Dima Damen
ConTra: (Con)text (Tra)nsformer for Cross-Modal Video Retrieval. CoRR (2022)
Kevin Qinghong Lin, Alex Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou
Egocentric Video-Language Pretraining. CoRR (2022)
Hanyuan Wang, Majid Mirmehdi, Dima Damen, Toby Perrett
Refining Action Boundaries for One-stage Detection. CoRR (2022)
Ahmad Darkhalil, Dandan Shan, Bin Zhu, Jian Ma, Amlan Kar, Richard E. L. Higgins, Sanja Fidler, David Fouhey, Dima Damen
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations. NeurIPS (2022)
Dena Bazazian, Andrew Calway, Dima Damen
Dual-Domain Image Synthesis using Segmentation-Guided GAN. CoRR (2022)
V. Javier Traver, Dima Damen
Egocentric video summarisation via purpose-oriented frame scoring and selection. Expert Syst. Appl. 189 (2022)
Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Ziwei Zhao, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Christian Fuegen, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik
Ego4D: Around the World in 3, 000 Hours of Egocentric Video. CVPR (2022)
Alexandros Stergiou, Dima Damen
Play It Back: Iterative Attention for Audio Recognition. CoRR (2022)
Evangelos Kazakos, Arsha Nagrani, Andrew Zisserman, Dima Damen
Slow-Fast Auditory Streams For Audio Recognition. CoRR (2021)
Evangelos Kazakos, Jaesung Huh, Arsha Nagrani, Andrew Zisserman, Dima Damen
With a Little Help from my Temporal Context: Multimodal Egocentric Action Recognition. BMVC (2021)
Evangelos Kazakos, Arsha Nagrani, Andrew Zisserman, Dima Damen
Slow-Fast Auditory Streams for Audio Recognition. ICASSP (2021)
Alessandro Masullo, Toby Perrett, Dima Damen, Tilo Burghardt, Majid Mirmehdi
No Need for a Lab: Towards Multi-sensory Fusion for Ambient Assisted Living in Real-world Living Homes. VISIGRAPP (5: VISAPP) (2021)
Longfei Chen, Yuichi Nakamura, Kazuaki Kondo, Dima Damen, Walterio W. Mayol-Cuevas
Integration of Experts' and Beginners' Machine Operation Experiences to Obtain a Detailed Task Model. IEICE Trans. Inf. Syst. (1) (2021)
Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen
Temporal-Relational CrossTransformers for Few-Shot Action Recognition. CVPR (2021)
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray
The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines. IEEE Trans. Pattern Anal. Mach. Intell. 43 (11) (2021)
Will Price, Carl Vondrick, Dima Damen
UnweaveNet: Unweaving Activity Stories. CoRR (2021)
Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen
Temporal-Relational CrossTransformers for Few-Shot Action Recognition. CoRR (2021)
Michael Wray, Hazel Doughty, Dima Damen
On Semantic Similarity in Video Retrieval. CoRR (2021)
Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Christian Fuegen, Abrham Gebreselasie, Cristina Gonzalez, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jachym Kolar, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Yunyi Zhu, Pablo Arbelaez, David Crandall, Dima Damen, Giovanni Maria Farinella, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik
Ego4D: Around the World in 3, 000 Hours of Egocentric Video. CoRR (2021)
Michael Wray, Hazel Doughty, Dima Damen
On Semantic Similarity in Video Retrieval. CVPR (2021)
Jonathan Munro, Michael Wray, Diane Larlus, Gabriela Csurka, Dima Damen
Domain Adaptation in Multi-View Embedding for Cross-Modal Video Retrieval. CoRR (2021)
Evangelos Kazakos, Jaesung Huh, Arsha Nagrani, Andrew Zisserman, Dima Damen
With a Little Help from my Temporal Context: Multimodal Egocentric Action Recognition. CoRR (2021)
Jonathan Munro, Dima Damen
Multi-Modal Domain Adaptation for Fine-Grained Action Recognition. CVPR (2020)
Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen
Meta-Learning with Context-Agnostic Initialisations. CoRR (2020)
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray
Rescaling Egocentric Vision. CoRR (2020)
Miguel Lagunes-Fortiz, Dima Damen, Walterio W. Mayol-Cuevas
Centroids Triplet Network and Temporally-Consistent Embeddings for In-Situ Object Recognition. IROS (2020)
Will Price, Dima Damen
Play Fair: Frame Attributions in Video Models. ACCV (5) (2020)
Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen
Meta-Learning with Context-Agnostic Initialisations. ACCV (4) (2020)
Alessandro Masullo, Tilo Burghardt, Dima Damen, Toby Perrett, Majid Mirmehdi
Person Re-ID by Fusion of Video Silhouettes and Wearable Signals for Home Monitoring Applications. Sensors 20 (9) (2020)
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray
The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines. CoRR (2020)
Dima Damen
Human-Centric Object Interactions - A Fine-Grained Perspective from Egocentric Videos. HUMA @ ACM Multimedia (2020)
Dima Damen, Michael Wray
Supervision Levels Scale (SLS). CoRR (2020)
Amr Elkholy, Mohamed E. Hussein, Walid Gomaa, Dima Damen, Emmanuel Saba
Efficient and Robust Skeleton-Based Quality Assessment and Abnormality Detection in Human Action Performance. IEEE J. Biomed. Health Informatics 24 (1) (2020)
Hazel Doughty, Ivan Laptev, Walterio W. Mayol-Cuevas, Dima Damen
Action Modifiers: Learning From Adverbs in Instructional Videos. CVPR (2020)
Will Price, Dima Damen
Play Fair: Frame Attributions in Video Models. CoRR (2020)
Jonathan Munro, Dima Damen
Multi-Modal Domain Adaptation for Fine-Grained Action Recognition. CoRR (2020)
Will Price, Dima Damen
Retro-Actions: Learning 'Close' by Time-Reversing 'Open' Videos. ICCV Workshops (2019)
Alessandro Masullo, Tilo Burghardt, Dima Damen, Toby Perrett, Majid Mirmehdi
Who Goes There? Exploiting Silhouettes and Wearable Signals for Subject Identification in Multi-Person Environments. ICCV Workshops (2019)
Jonathan Munro, Dima Damen
Multi-Modal Domain Adaptation for Fine-Grained Action Recognition. ICCV Workshops (2019)
Farnoosh Heidarivincheh, Majid Mirmehdi, Dima Damen
Weakly-Supervised Completion Moment Detection using Temporal Attention. ICCV Workshops (2019)
Evangelos Kazakos, Arsha Nagrani, Andrew Zisserman, Dima Damen
EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition. ICCV (2019)
Will Price, Dima Damen
Retro-Actions: Learning 'Close' by Time-Reversing 'Open' Videos. CoRR (2019)
Sion L. Hannuna, Massimo Camplani, Jake Hall, Majid Mirmehdi, Dima Damen, Tilo Burghardt, Adeline Paiement, Lili Tao
DS-KCF: a real-time tracker for RGB-D data. J. Real Time Image Process. 16 (5) (2019)
Michael Wray, Dima Damen
Learning Visual Actions Using Multiple Verb-Only Labels. CoRR (2019)
Miguel Lagunes-Fortiz, Dima Damen, Walterio W. Mayol-Cuevas
Learning Discriminative Embeddings for Object Recognition on-the-fly. ICRA (2019)
Michael Wray, Dima Damen
Learning Visual Actions Using Multiple Verb-Only Labels. BMVC (2019)
Farnoosh Heidarivincheh, Majid Mirmehdi, Dima Damen
Weakly-Supervised Completion Moment Detection using Temporal Attention. CoRR (2019)
Víctor Ponce-López, Tilo Burghardt, Yue Sun, Sion L. Hannuna, Dima Damen, Majid Mirmehdi
Deep Compact Person Re-Identification with Distractor Synthesis via Guided DC-GANs. ICIAP (1) (2019)
Toby Perrett, Dima Damen
DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition. CoRR (2019)
Dima Damen
A Fine-grained Perspective onto Object Interactions from First-person Views. VISIGRAPP (1: GRAPP) (2019)
Hazel Doughty, Walterio W. Mayol-Cuevas, Dima Damen
The Pros and Cons: Rank-Aware Temporal Attention for Skill Determination in Long Videos. CVPR (2019)
Hazel Doughty, Ivan Laptev, Walterio W. Mayol-Cuevas, Dima Damen
Action Modifiers: Learning from Adverbs in Instructional Videos. CoRR (2019)
Youngkyoon Jang, Brian Sullivan, Casimir J. H. Ludwig, Iain D. Gilchrist, Dima Damen, Walterio W. Mayol-Cuevas
EPIC-Tent: An Egocentric Video Dataset for Camping Tent Assembly. ICCV Workshops (2019)
Alessandro Masullo, Tilo Burghardt, Toby Perrett, Dima Damen, Majid Mirmehdi
Sit-to-Stand Analysis in the Wild using Silhouettes for Longitudinal Health Monitoring. CoRR (2019)
Evangelos Kazakos, Arsha Nagrani, Andrew Zisserman, Dima Damen
EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition. CoRR (2019)
Longfei Chen, Yuichi Nakamura, Kazuaki Kondo, Dima Damen, Walterio W. Mayol-Cuevas
Hotspots Integrating of Expert and Beginner Experiences of Machine Operations through Egocentric Vision. MVA (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dima Damen