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Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task

24 August 2022

Wei Liu

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Papers citing "Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task"

23 / 23 papers shown

Title
MM-Prompt: Cross-Modal Prompt Tuning for Continual Visual Question Answering Xu Li Fan Lyu LRM 29 0 0 26 May 2025
Task-Core Memory Management and Consolidation for Long-term Continual Learning Tianyu Huai Jie Zhou Yuxuan Cai Qin Chen Wen Wu Xingjiao Wu Xipeng Qiu Liang He CLL 98 0 0 15 May 2025
Parameter-Efficient Continual Fine-Tuning: A Survey Eric Nuertey Coleman Luigi Quarantiello Ziyue Liu Qinwen Yang Samrat Mukherjee J. Hurtado Vincenzo Lomonaco CLL 90 0 0 18 Apr 2025
PRISM-0: A Predicate-Rich Scene Graph Generation Framework for Zero-Shot Open-Vocabulary Tasks Abdelrahman Elskhawy Mengze Li Nassir Navab Benjamin Busam VLM 99 1 0 01 Apr 2025
LLaVA-CMoE: Towards Continual Mixture of Experts for Large Vision-Language Models Hengyuan Zhao Ziqin Wang Qixin Sun Kaiyou Song Yilin Li Xiaolin Hu Qingpei Guo Si Liu KELM CLL MoE 156 1 0 27 Mar 2025
VLM-Assisted Continual learning for Visual Question Answering in Self-Driving Yuxin Lin Mengshi Qi Liang Liu Huadong Ma CLL 80 2 0 02 Feb 2025
Empowering Large Language Model for Continual Video Question Answering with Collaborative Prompting Chen Cai Zheng Wang J. Gao Wenyang Liu Ye Lu Runzhong Zhang Kim-Hui Yap CLL 149 2 0 20 Jan 2025
One VLM to Keep it Learning: Generation and Balancing for Data-free Continual Visual Question Answering Deepayan Das Davide Talon Massimiliano Mancini Yiming Wang Elisa Ricci 128 0 0 04 Nov 2024
Recent Advances of Multimodal Continual Learning: A Comprehensive Survey Dianzhi Yu Xinni Zhang Yankai Chen Aiwei Liu Yifei Zhang Philip S. Yu Irwin King VLM CLL 103 13 0 07 Oct 2024
CluMo: Cluster-based Modality Fusion Prompt for Continual Learning in Visual Question Answering Yuliang Cai Mohammad Rostami CLL VLM MLLM 128 4 0 21 Aug 2024
Continual Panoptic Perception: Towards Multi-modal Incremental Interpretation of Remote Sensing Images Bo Yuan Danpei Zhao Zhuoran Liu Wentao Li Tian Li CLL VLM 98 2 0 19 Jul 2024
Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature Distillation Malvina Nikandrou Georgios Pantazopoulos Ioannis Konstas Alessandro Suglia 79 2 0 27 Jun 2024
OED: Towards One-stage End-to-End Dynamic Scene Graph Generation Guan-Bo Wang Zhiming Li Qingchao Chen Yang Liu 103 11 0 27 May 2024
HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation Ce Zhang Simon Stepputtis Joseph Campbell Katia Sycara Yaqi Xie 112 13 0 18 Mar 2024
Negative Pre-aware for Noisy Cross-modal Matching Xu-Yao Zhang Hao Li Mang Ye 103 8 0 10 Dec 2023
Adaptive Visual Scene Understanding: Incremental Scene Graph Generation Naitik Khandelwal Xiao Liu Mengmi Zhang CLL 88 0 0 02 Oct 2023
FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning Haokun Chen Yao Zhang Denis Krompass Jindong Gu Volker Tresp FedML 117 55 0 21 Aug 2023
Revisiting Distillation for Continual Learning on Visual Question Localized-Answering in Robotic Surgery Long Bai Mobarakol Islam Hongliang Ren 90 19 0 22 Jul 2023
AssistGPT: A General Multi-modal Assistant that can Plan, Execute, Inspect, and Learn Difei Gao Lei Ji Luowei Zhou Kevin Lin Joya Chen Zihan Fan Mike Zheng Shou MLLM 106 76 0 14 Jun 2023
I2I: Initializing Adapters with Improvised Knowledge Tejas Srinivasan Furong Jia Mohammad Rostami Jesse Thomason CLL 111 6 0 04 Apr 2023
Learning to Learn: How to Continuously Teach Humans and Machines Parantak Singh You Li Ankur Sikarwar Weixian Lei Daniel Gao Morgan B. Talbot Ying Sun Mike Zheng Shou Gabriel Kreiman Mengmi Zhang CLL 86 6 0 28 Nov 2022
CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering Yao Zhang Haokun Chen A. Frikha Yezi Yang Denis Krompass Gengyuan Zhang Jindong Gu Volker Tresp VLM LRM 88 7 0 19 Nov 2022
Task Formulation Matters When Learning Continually: A Case Study in Visual Question Answering Mavina Nikandrou Lu Yu Alessandro Suglia Ioannis Konstas Verena Rieser OOD 76 5 0 30 Sep 2022