Revisiting Distillation for Continual Learning on Visual Question
Localized-Answering in Robotic Surgery

Revisiting Distillation for Continual Learning on Visual Question Localized-Answering in Robotic Surgery

22 July 2023

Mobarakol Islam

Hongliang Ren

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Papers citing "Revisiting Distillation for Continual Learning on Visual Question Localized-Answering in Robotic Surgery"

16 / 16 papers shown

Title
Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery Guan-Feng Wang Long Bai Wan Jun Nah Jie Wang Zhaoxi Zhang Zhen Chen Jinlin Wu Mobarakol Islam Hongbin Liu Hongliang Ren 120 17 0 22 Mar 2024
Image Quality-aware Diagnosis via Meta-knowledge Co-embedding Haoxuan Che Si Chen Haoxing Chen 72 16 0 27 Mar 2023
Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task Stan Weixian Lei Difei Gao Jay Zhangjie Wu Yuxuan Wang Wei Liu Meng Zhang Mike Zheng Shou 71 37 0 24 Aug 2022
Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer Lalithkumar Seenivasan Mobarakol Islam Adithya K. Krishna Hongliang Ren MedIm 72 48 0 22 Jun 2022
CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks Tejas Srinivasan Ting-Yun Chang Leticia Pinto-Alva Georgios Chochlakis Mohammad Rostami Jesse Thomason VLM CLL 94 76 0 18 Jun 2022
Self-Calibrated Efficient Transformer for Lightweight Super-Resolution Wenbin Zou Tian-Chun Ye Weixin Zheng Yunchen Zhang Liang Chen Yi Wu ViT 60 37 0 19 Apr 2022
PyCIL: A Python Toolbox for Class-Incremental Learning Da-Wei Zhou Fu Lee Wang Han-Jia Ye De-Chuan Zhan CLL 114 98 0 23 Dec 2021
Medical Visual Question Answering: A Survey Zhihong Lin Donghao Zhang Qingyi Tao Danli Shi Gholamreza Haffari Qi Wu M. He Z. Ge 98 120 0 19 Nov 2021
Learning and Reasoning with the Graph Structure Representation in Robotic Surgery Mobarakol Islam Seenivasan Lalithkumar Lim Chwee Ming Hongliang Ren 72 41 0 07 Jul 2020
Maintaining Discrimination and Fairness in Class Incremental Learning Bowen Zhao Xi Xiao Guojun Gan Bin Zhang Shutao Xia CLL 135 431 0 16 Nov 2019
VisualBERT: A Simple and Performant Baseline for Vision and Language Liunian Harold Li Mark Yatskar Da Yin Cho-Jui Hsieh Kai-Wei Chang VLM 155 1,967 0 09 Aug 2019
Incremental Learning Techniques for Semantic Segmentation Umberto Michieli Pietro Zanuttigh SSeg CLL VLM 102 235 0 31 Jul 2019
Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression S. Hamid Rezatofighi Deyuan Li JunYoung Gwak Amir Sadeghian Ian Reid Silvio Savarese 154 4,186 0 25 Feb 2019
2017 Robotic Instrument Segmentation Challenge M. Allan Alexey A. Shvets T. Kurmann Zichen Zhang Rahul Duggal ... Jian Yang Danail Stoyanov Lena Maier-Hein Stefanie Speidel M. Azizian 89 230 0 18 Feb 2019
Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks Amy Jin Serena Yeung J. Jopling J. Krause D. Azagury A. Milstein Li Fei-Fei 68 260 0 24 Feb 2018
Learning without Forgetting Zhizhong Li Derek Hoiem CLL OOD SSL 318 4,442 0 29 Jun 2016