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2020 – today
- 2024
[j19]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. Int. J. Comput. Vis. 132(11): 4880-4936 (2024)- [c88]Tomás Soucek, Dima Damen, Michael Wray, Ivan Laptev, Josef Sivic:
GenHowTo: Learning to Generate Actions and State Transformations from Instructional Videos. CVPR 2024: 6561-6571 - [c87]Jacob Chalk, Jaesung Huh, Evangelos Kazakos, Andrew Zisserman, Dima Damen:
TIM: A Time Interval Machine for Audio-Visual Action Recognition. CVPR 2024: 18153-18163 - [c86]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:
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives. CVPR 2024: 19383-19400 - [c85]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. CVPR 2024: 28751-28761 - [c84]Gabriele Goletto, Tushar Nagarajan, Giuseppe Averta, Dima Damen:
AMEGO: Active Memory from Long EGOcentric Videos. ECCV (13) 2024: 92-110 - [c83]Daniel Yang, Davin Tjia, Jacob Berg, Dima Damen, Pulkit Agrawal, Abhishek Gupta:
Rank2Reward: Learning Shaped Reward Functions from Passive Video. ICRA 2024: 2806-2813 - [i71]Bin Zhu, Kevin Flanagan, Adriano Fragomeni, Michael Wray, Dima Damen:
Video Editing for Video Retrieval. CoRR abs/2402.02335 (2024) - [i70]Saptarshi Sinha, Alexandros Stergiou, Dima Damen:
Every Shot Counts: Using Exemplars for Repetition Counting in Videos. CoRR abs/2403.18074 (2024) - [i69]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 abs/2404.05072 (2024) - [i68]Jacob Chalk, Jaesung Huh, Evangelos Kazakos, Andrew Zisserman, Dima Damen:
TIM: A Time Interval Machine for Audio-Visual Action Recognition. CoRR abs/2404.05559 (2024) - [i67]Siddhant Bansal, Michael Wray, Dima Damen:
HOI-Ref: Hand-Object Interaction Referral in Egocentric Vision. CoRR abs/2404.09933 (2024) - [i66]Daniel Yang, Davin Tjia, Jacob Berg, Dima Damen, Pulkit Agrawal, Abhishek Gupta:
Rank2Reward: Learning Shaped Reward Functions from Passive Video. CoRR abs/2404.14735 (2024) - [i65]Gabriele Goletto, Tushar Nagarajan, Giuseppe Averta, Dima Damen:
AMEGO: Active Memory from long EGOcentric videos. CoRR abs/2409.10917 (2024) - [i64]Toby Perrett, Tengda Han, Dima Damen, Andrew Zisserman:
It's Just Another Day: Unique Video Captioning by Discriminative Prompting. CoRR abs/2410.11702 (2024) - 2023
- [j18]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): 6602-6604 (2023) - [c82]Kevin Flanagan, Dima Damen, Michael Wray:
Learning Temporal Sentence Grounding From Narrated EgoVideos. BMVC 2023: 332-334 - [c81]Hanyuan Wang, Majid Mirmehdi, Dima Damen, Toby Perrett:
Centre Stage: Centricity-based Audio-Visual Temporal Action Detection. BMVC Workshop 2023 - [c80]Toby Perrett, Saptarshi Sinha, Tilo Burghardt, Majid Mirmehdi, Dima Damen:
Use Your Head: Improving Long-Tail Video Recognition. CVPR 2023: 2415-2425 - [c79]Alexandros Stergiou, Dima Damen:
The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction. CVPR 2023: 14709-14719 - [c78]Jaesung Huh, Jacob Chalk, Evangelos Kazakos, Dima Damen, Andrew Zisserman:
Epic-Sounds: A Large-Scale Dataset of Actions that Sound. ICASSP 2023: 1-5 - [c77]Alexandros Stergiou, Dima Damen:
Play It Back: Iterative Attention For Audio Recognition. ICASSP 2023: 1-5 - [c76]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: 13610-13620 - [c75]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 - [c74]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 - [i63]Jaesung Huh, Jacob Chalk, Evangelos Kazakos, Dima Damen, Andrew Zisserman:
Epic-Sounds: A Large-scale Dataset of Actions That Sound. CoRR abs/2302.00646 (2023) - [i62]Toby Perrett, Saptarshi Sinha, Tilo Burghardt, Majid Mirmehdi, Dima Damen:
Use Your Head: Improving Long-Tail Video Recognition. CoRR abs/2304.01143 (2023) - [i61]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, 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. CoRR abs/2305.13786 (2023) - [i60]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 abs/2306.08713 (2023) - [i59]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 abs/2306.08731 (2023) - [i58]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 abs/2308.07123 (2023) - [i57]Kevin Flanagan, Dima Damen, Michael Wray:
Learning Temporal Sentence Grounding From Narrated EgoVideos. CoRR abs/2310.17395 (2023) - [i56]Hanyuan Wang, Majid Mirmehdi, Dima Damen, Toby Perrett:
Centre Stage: Centricity-based Audio-Visual Temporal Action Detection. CoRR abs/2311.16446 (2023) - [i55]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 abs/2312.00598 (2023) - [i54]Tomás Soucek, Dima Damen, Michael Wray, Ivan Laptev, Josef Sivic:
GenHowTo: Learning to Generate Actions and State Transformations from Instructional Videos. CoRR abs/2312.07322 (2023) - [i53]Joseph Heyward, João Carreira, Dima Damen, Andrew Zisserman, Viorica Patraucean:
Perception Test 2023: A Summary of the First Challenge And Outcome. CoRR abs/2312.13090 (2023) - [i52]Zhifan Zhu, Dima Damen:
Get a Grip: Reconstructing Hand-Object Stable Grasps in Egocentric Videos. CoRR abs/2312.15719 (2023) - 2022
- [j17]V. Javier Traver, Dima Damen:
Egocentric video summarisation via purpose-oriented frame scoring and selection. Expert Syst. Appl. 189: 116079 (2022) - [j16]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): 33-55 (2022) - [c73]Adriano Fragomeni, Michael Wray, Dima Damen:
ConTra: (Con)text (Tra)nsformer for Cross-Modal Video Retrieval. ACCV (4) 2022: 451-468 - [c72]Jian Ma, Dima Damen:
Hand-Object Interaction Reasoning. AVSS 2022: 1-8 - [c71]Hanyuan Wang, Majid Mirmehdi, Dima Damen, Toby Perrett:
Refining Action Boundaries for One-stage Detection. AVSS 2022: 1-8 - [c70]Dena Bazazian, Andrew Calway, Dima Damen:
Dual-Domain Image Synthesis using Segmentation-Guided GAN. CVPR Workshops 2022: 506-515 - [c69]Will Price, Carl Vondrick, Dima Damen:
UnweaveNet: Unweaving Activity Stories. CVPR 2022: 13760-13769 - [c68]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: 18973-18990 - [c67]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 - [c66]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 - [c65]Hanyuan Wang, Dima Damen, Majid Mirmehdi, Toby Perrett:
TVNet: Temporal Voting Network for Action Localization. VISIGRAPP (5: VISAPP) 2022: 550-558 - [i51]Hanyuan Wang, Dima Damen, Majid Mirmehdi, Toby Perrett:
TVNet: Temporal Voting Network for Action Localization. CoRR abs/2201.00434 (2022) - [i50]Jian Ma, Dima Damen:
Hand-Object Interaction Reasoning. CoRR abs/2201.04906 (2022) - [i49]Dena Bazazian, Andrew Calway, Dima Damen:
Dual-Domain Image Synthesis using Segmentation-Guided GAN. CoRR abs/2204.09015 (2022) - [i48]Alexandros Stergiou, Dima Damen:
Temporal Progressive Attention for Early Action Prediction. CoRR abs/2204.13340 (2022) - [i47]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 abs/2206.01670 (2022) - [i46]Valentin Popescu, Dima Damen, Toby Perrett:
An Evaluation of OCR on Egocentric Data. CoRR abs/2206.05496 (2022) - [i45]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 abs/2207.01622 (2022) - [i44]Alessandro Masullo, Toby Perrett, Tilo Burghardt, Ian Craddock, Dima Damen, Majid Mirmehdi:
Inertial Hallucinations - When Wearable Inertial Devices Start Seeing Things. CoRR abs/2207.06789 (2022) - [i43]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 abs/2209.13064 (2022) - [i42]Adriano Fragomeni, Michael Wray, Dima Damen:
ConTra: (Con)text (Tra)nsformer for Cross-Modal Video Retrieval. CoRR abs/2210.04341 (2022) - [i41]Alexandros Stergiou, Dima Damen:
Play It Back: Iterative Attention for Audio Recognition. CoRR abs/2210.11328 (2022) - [i40]Hanyuan Wang, Majid Mirmehdi, Dima Damen, Toby Perrett:
Refining Action Boundaries for One-stage Detection. CoRR abs/2210.14284 (2022) - 2021
- [j15]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. 104-D(1): 152-161 (2021) - [j14]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): 4125-4141 (2021) - [c64]Evangelos Kazakos, Jaesung Huh, Arsha Nagrani, Andrew Zisserman, Dima Damen:
With a Little Help from my Temporal Context: Multimodal Egocentric Action Recognition. BMVC 2021: 268 - [c63]Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen:
Temporal-Relational CrossTransformers for Few-Shot Action Recognition. CVPR 2021: 475-484 - [c62]Michael Wray, Hazel Doughty, Dima Damen:
On Semantic Similarity in Video Retrieval. CVPR 2021: 3650-3660 - [c61]Evangelos Kazakos, Arsha Nagrani, Andrew Zisserman, Dima Damen:
Slow-Fast Auditory Streams for Audio Recognition. ICASSP 2021: 855-859 - [c60]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: 328-337 - [i39]Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen:
Temporal-Relational CrossTransformers for Few-Shot Action Recognition. CoRR abs/2101.06184 (2021) - [i38]Evangelos Kazakos, Arsha Nagrani, Andrew Zisserman, Dima Damen:
Slow-Fast Auditory Streams For Audio Recognition. CoRR abs/2103.03516 (2021) - [i37]Michael Wray, Hazel Doughty, Dima Damen:
On Semantic Similarity in Video Retrieval. CoRR abs/2103.10095 (2021) - [i36]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 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, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, 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. CoRR abs/2110.07058 (2021) - [i35]Jonathan Munro, Michael Wray, Diane Larlus, Gabriela Csurka, Dima Damen:
Domain Adaptation in Multi-View Embedding for Cross-Modal Video Retrieval. CoRR abs/2110.12812 (2021) - [i34]Evangelos Kazakos, Jaesung Huh, Arsha Nagrani, Andrew Zisserman, Dima Damen:
With a Little Help from my Temporal Context: Multimodal Egocentric Action Recognition. CoRR abs/2111.01024 (2021) - [i33]Will Price, Carl Vondrick, Dima Damen:
UnweaveNet: Unweaving Activity Stories. CoRR abs/2112.10194 (2021) - 2020
- [j13]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): 2576 (2020) - [j12]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): 280-291 (2020) - [c59]Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen:
Meta-Learning with Context-Agnostic Initialisations. ACCV (4) 2020: 70-86 - [c58]Will Price, Dima Damen:
Play Fair: Frame Attributions in Video Models. ACCV (5) 2020: 480-497 - [c57]Jonathan Munro, Dima Damen:
Multi-Modal Domain Adaptation for Fine-Grained Action Recognition. CVPR 2020: 119-129 - [c56]Hazel Doughty, Ivan Laptev, Walterio W. Mayol-Cuevas, Dima Damen:
Action Modifiers: Learning From Adverbs in Instructional Videos. CVPR 2020: 865-875 - [c55]Miguel Lagunes-Fortiz, Dima Damen, Walterio W. Mayol-Cuevas:
Centroids Triplet Network and Temporally-Consistent Embeddings for In-Situ Object Recognition. IROS 2020: 10796-10802 - [c54]Dima Damen:
Human-Centric Object Interactions - A Fine-Grained Perspective from Egocentric Videos. HUMA @ ACM Multimedia 2020: 1 - [i32]Jonathan Munro, Dima Damen:
Multi-Modal Domain Adaptation for Fine-Grained Action Recognition. CoRR abs/2001.09691 (2020) - [i31]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 abs/2005.00343 (2020) - [i30]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 abs/2006.13256 (2020) - [i29]Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen:
Meta-Learning with Context-Agnostic Initialisations. CoRR abs/2007.14658 (2020) - [i28]Dima Damen, Michael Wray:
Supervision Levels Scale (SLS). CoRR abs/2008.09890 (2020) - [i27]Will Price, Dima Damen:
Play Fair: Frame Attributions in Video Models. CoRR abs/2011.12372 (2020)
2010 – 2019
- 2019
- [j11]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): 1439-1458 (2019) - [c53]Michael Wray, Dima Damen:
Learning Visual Actions Using Multiple Verb-Only Labels. BMVC 2019: 176 - [c52]Toby Perrett, Dima Damen:
DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition. CVPR 2019: 7852-7861 - [c51]Hazel Doughty, Walterio W. Mayol-Cuevas, Dima Damen:
The Pros and Cons: Rank-Aware Temporal Attention for Skill Determination in Long Videos. CVPR 2019: 7862-7871 - [c50]Davide Moltisanti, Sanja Fidler, Dima Damen:
Action Recognition From Single Timestamp Supervision in Untrimmed Videos. CVPR 2019: 9915-9924 - [c49]Dima Damen:
A Fine-grained Perspective onto Object Interactions from First-person Views. VISIGRAPP 2019: 11-13 - [c48]Michael Wray, Gabriela Csurka, Diane Larlus, Dima Damen:
Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings. ICCV 2019: 450-459 - [c47]Evangelos Kazakos, Arsha Nagrani, Andrew Zisserman, Dima Damen:
EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition. ICCV 2019: 5491-5500 - [c46]Farnoosh Heidarivincheh, Majid Mirmehdi, Dima Damen:
Weakly-Supervised Completion Moment Detection using Temporal Attention. ICCV Workshops 2019: 1188-1196 - [c45]Will Price, Dima Damen:
Retro-Actions: Learning 'Close' by Time-Reversing 'Open' Videos. ICCV Workshops 2019: 1371-1380 - [c44]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: 1599-1607 - [c43]Jonathan Munro, Dima Damen:
Multi-Modal Domain Adaptation for Fine-Grained Action Recognition. ICCV Workshops 2019: 3723-3726 - [c42]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: 4461-4469 - [c41]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: 488-498 - [c40]Alessandro Masullo, Tilo Burghardt, Toby Perrett, Dima Damen, Majid Mirmehdi:
Sit-to-Stand Analysis in the Wild Using Silhouettes for Longitudinal Health Monitoring. ICIAR (2) 2019: 175-185 - [c39]Miguel Lagunes-Fortiz, Dima Damen, Walterio W. Mayol-Cuevas:
Learning Discriminative Embeddings for Object Recognition on-the-fly. ICRA 2019: 2932-2938 - [c38]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: 1-6 - [i26]Davide Moltisanti, Sanja Fidler, Dima Damen:
Action Recognition from Single Timestamp Supervision in Untrimmed Videos. CoRR abs/1904.04689 (2019) - [i25]