ViLCo-Bench: VIdeo Language COntinual learning Benchmark

ViLCo-Bench: VIdeo Language COntinual learning Benchmark

19 June 2024

Shohreh Deldari

Flora D. Salim

Papers citing "ViLCo-Bench: VIdeo Language COntinual learning Benchmark"

17 / 17 papers shown

Title
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge Xiaofan Yu Yunhui Guo Sicun Gao Tajana Simunic CLL SSL 60 16 0 24 Aug 2022
Egocentric Video-Language Pretraining Kevin Qinghong Lin Alex Jinpeng Wang Mattia Soldan Michael Wray Rui Yan ... Hongfa Wang Dima Damen Guohao Li Wei Liu Mike Zheng Shou VLM EgoV 62 194 0 03 Jun 2022
Rethinking Task-Incremental Learning Baselines Md. Rejwanul Hossain P. Saha T. Chowdhury Shafin Rahman Fuad Rahman Nabeel Mohammed CLL 42 5 0 23 May 2022
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection Hao Zhang Feng Li Shilong Liu Lei Zhang Hang Su Jun Zhu L. Ni H. Shum ViT 115 1,399 0 07 Mar 2022
vCLIMB: A Novel Video Class Incremental Learning Benchmark Andrés Villa Kumail Alhamoud Juan Carlos León Alcázar Fabian Caba Heilbron Victor Escorcia Guohao Li CLL 81 33 0 23 Jan 2022
Omnivore: A Single Model for Many Visual Modalities Rohit Girdhar Mannat Singh Nikhil Ravi Laurens van der Maaten Armand Joulin Ishan Misra 240 227 0 20 Jan 2022
The CLEAR Benchmark: Continual LEArning on Real-World Imagery Zhiqiu Lin Jia Shi Deepak Pathak Deva Ramanan CLL VLM 169 92 0 17 Jan 2022
Self-Supervised Models are Continual Learners Enrico Fini Victor G. Turrisi da Costa Xavier Alameda-Pineda Elisa Ricci Alahari Karteek Julien Mairal BDL CLL SSL 68 164 0 08 Dec 2021
Ego4D: Around the World in 3,000 Hours of Egocentric Video Kristen Grauman Andrew Westbury Eugene Byrne Zachary Chavis Antonino Furnari ... Mike Zheng Shou Antonio Torralba Lorenzo Torresani Mingfei Yan Jitendra Malik EgoV 330 1,056 0 13 Oct 2021
Co $^2$ L: Contrastive Continual Learning Hyuntak Cha Jaeho Lee Jinwoo Shin CLL SSL VLM 75 300 0 28 Jun 2021
ViViT: A Video Vision Transformer Anurag Arnab Mostafa Dehghani G. Heigold Chen Sun Mario Lucic Cordelia Schmid ViT 93 2,119 0 29 Mar 2021
Learning Salient Boundary Feature for Anchor-free Temporal Action Localization Chuming Lin C. Xu Donghao Luo Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yanwei Fu 49 251 0 24 Mar 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 303 2,016 0 09 Feb 2021
Continual Lifelong Learning in Natural Language Processing: A Survey Magdalena Biesialska Katarzyna Biesialska Marta R. Costa-jussá KELM CLL 54 217 0 17 Dec 2020
Large Scale Incremental Learning Yue Wu Yinpeng Chen Lijuan Wang Yuancheng Ye Zicheng Liu Yandong Guo Y. Fu CLL 72 1,241 0 30 May 2019
Experience Replay for Continual Learning David Rolnick Arun Ahuja Jonathan Richard Schwarz Timothy Lillicrap Greg Wayne CLL 59 1,127 0 28 Nov 2018
Overcoming catastrophic forgetting in neural networks J. Kirkpatrick Razvan Pascanu Neil C. Rabinowitz J. Veness Guillaume Desjardins ... A. Grabska-Barwinska Demis Hassabis Claudia Clopath D. Kumaran R. Hadsell CLL 213 7,410 0 02 Dec 2016