ICCV2023 Continual Learning Papers

[1] Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision

• 🧑‍🔬 Authors: Yu-Hsing Hsieh, Guan-Sheng Chen, Shun-Xian Cai, Ting-Yun Wei, Huei-Fang Yang, Chu-Song Chen
• 🏫 Affiliations: National Taiwan University ⟐ National Sun Yat-sen University
• 🔗 Links: [ICCV2023], [Code]

[2] MetaGCD: Learning to Continually Learn in Generalized Category Discovery

• 🧑‍🔬 Authors: Yanan Wu, Zhixiang Chi, Yang Wang, Songhe Feng
• 🏫 Affiliations: Beijing Jiaotong University ⟐ University of Toronto ⟐ Concordia University
• 🔗 Links: [ICCV2023], [Code]

[3] ICICLE: Interpretable Class Incremental Continual Learning

• 🧑‍🔬 Authors: Dawid Rymarczyk, Joost van de Weijer, Bartosz Zieli?ski, Bartlomiej Twardowski
• 🏫 Affiliations: Jagiellonian University ⟐ Ardigen SA ⟐ Autonomous University of Barcelona ⟐ Computer Vision Center ⟐ IDEAS NCBR
• 🔗 Links: [ICCV2023], [Code]

[4] Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering

• 🧑‍🔬 Authors: Zi Qian, Xin Wang, Xuguang Duan, Pengda Qin, Yuhong Li, Wenwu Zhu
• 🏫 Affiliations: Tsinghua University ⟐ Alibaba Group
• 🔗 Links: [ICCV2023], [Code]

[5] TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation

• 🧑‍🔬 Authors: Jie Zhang, Chen Chen, Weiming Zhuang, Lingjuan Lyu
• 🏫 Affiliations: ETH Zurich ⟐ Sony AI
• 🔗 Links: [ICCV2023], [Code]

[6] Instance and Category Supervision are Alternate Learners for Continual Learning

• 🧑‍🔬 Authors: Xudong Tian, Zhizhong Zhang, Xin Tan, Jun Liu, Chengjie Wang, Yanyun Qu, Guannan Jiang, Yuan Xie
• 🏫 Affiliations: East China Normal University ⟐ Shanghai Key Laboratory of Computer Software Testing & Evaluating ⟐ Chongqing Institute of East China Normal University ⟐ Tencent YouTu Lab ⟐ Xiamen University ⟐ Contemporary Amperex Technology Co., Limited
• 🔗 Links: [ICCV2023], [Code]

[7] Data Augmented Flatness-aware Gradient Projection for Continual Learning

• 🧑‍🔬 Authors: Enneng Yang, Li Shen, Zhenyi Wang, Shiwei Liu, Guibing Guo, Xingwei Wang
• 🏫 Affiliations: Northeastern University ⟐ JD Explore Academy ⟐ University of Maryland ⟐ The University of Texas at Austin
• 🔗 Links: [ICCV2023], [Code]

[8] Contrastive Continuity on Augmentation Stability Rehearsal for Continual Self-Supervised Learning

• 🧑‍🔬 Authors: Haoyang Cheng, Haitao Wen, Xiaoliang Zhang, Heqian Qiu, Lanxiao Wang, Hongliang Li
• 🏫 Affiliations: University of Electronic Science and Technology of China
• 🔗 Links: [ICCV2023], [Code]

[9] Exemplar-Free Continual Transformer with Convolutions

• 🧑‍🔬 Authors: Anurag Roy, Vinay K. Verma, Sravan Voonna, Kripabandhu Ghosh, Saptarshi Ghosh, Abir Das
• 🏫 Affiliations: IIT Kharagpur ⟐ IML Amazon India ⟐ IISER Kolkata
• 🔗 Links: [ICCV2023], [Code]

[10] Class-Incremental Grouping Network for Continual Audio-Visual Learning

• 🧑‍🔬 Authors: Shentong Mo, Weiguo Pian, Yapeng Tian
• 🏫 Affiliations: Carnegie Mellon University ⟐ University of Texas at Dallas
• 🔗 Links: [ICCV2023], [Code]

[11] Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less

• 🧑‍🔬 Authors: Rizhao Cai, Yawen Cui, Zhi Li, Zitong Yu, Haoliang Li, Yongjian Hu, Alex Kot
• 🏫 Affiliations: Nanyang Technological University ⟐ University of Oulu ⟐ Bytedance Ltd ⟐ Great Bay University ⟐ Great Bay Institute for Advanced Study ⟐ City University of Hong Kong ⟐ South China University of Technology
• 🔗 Links: [ICCV2023], [Code]

[12] DREAMWALKER: Mental Planning for Continuous Vision-Language Navigation

• 🧑‍🔬 Authors: Hanqing Wang, Wei Liang, Luc Van Gool, Wenguan Wang
• 🏫 Affiliations: Beijing Institute of Technology ⟐ ETH Zurich ⟐ Zhejiang University
• 🔗 Links: [ICCV2023], [Code]

[13] Measuring Asymmetric Gradient Discrepancy in Parallel Continual Learning

• 🧑‍🔬 Authors: Fan Lyu, Qing Sun, Fanhua Shang, Liang Wan, Wei Feng
• 🏫 Affiliations: Tianjin University
• 🔗 Links: [ICCV2023], [Code]

[14] Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift Learning

• 🧑‍🔬 Authors: Wonguk Cho, Jinha Park, Taesup Kim
• 🏫 Affiliations: Seoul National University
• 🔗 Links: [ICCV2023], [Code]

[15] Introducing Language Guidance in Prompt-based Continual Learning

• 🧑‍🔬 Authors: Muhammad Gul Zain Ali Khan, Muhammad Ferjad Naeem, Luc Van Gool, Didier Stricker, Federico Tombari, Muhammad Zeshan Afzal
• 🏫 Affiliations: RPTU ⟐ DFKI ⟐ ETH Zurich ⟐ TUM ⟐ Google
• 🔗 Links: [ICCV2023], [Code]

[16] A Unified Continual Learning Framework with General Parameter-Efficient Tuning

• 🧑‍🔬 Authors: Qiankun Gao, Chen Zhao, Yifan Sun, Teng Xi, Gang Zhang, Bernard Ghanem, Jian Zhang
• 🏫 Affiliations: Peking University Shenzhen Graduate School ⟐ KAUST ⟐ Baidu Inc.
• 🔗 Links: [ICCV2023], [Code]

[17] Towards Realistic Evaluation of Industrial Continual Learning Scenarios with an Emphasis on Energy Consumption and Computational Footprint

• 🧑‍🔬 Authors: Vivek Chavan, Paul Koch, Marian Schlüter, Clemens Briese
• 🏫 Affiliations: Fraunhofer IPK
• 🔗 Links: [ICCV2023], [Code]

[18] Continual Zero-Shot Learning through Semantically Guided Generative Random Walks

• 🧑‍🔬 Authors: Wenxuan Zhang, Paul Janson, Kai Yi, Ivan Skorokhodov, Mohamed Elhoseiny
• 🏫 Affiliations: KAUST ⟐ University of Moratuwa
• 🔗 Links: [ICCV2023], [Code]

[19] NAPA-VQ: Neighborhood-Aware Prototype Augmentation with Vector Quantization for Continual Learning

• 🧑‍🔬 Authors: Tamasha Malepathirana, Damith Senanayake, Saman Halgamuge
• 🏫 Affiliations: The University of Melbourne
• 🔗 Links: [ICCV2023], [Code]

[20] Learning to Learn: How to Continuously Teach Humans and Machines

• 🧑‍🔬 Authors: Parantak Singh, You Li, Ankur Sikarwar, Stan Weixian Lei, Difei Gao, Morgan B. Talbot, Ying Sun, Mike Zheng Shou, Gabriel Kreiman, Mengmi Zhang
• 🏫 Affiliations: NTU ⟐ CFAR and I2R, Agency for Science, Technology and Research, Singapore ⟐ University of Wisconsin-Madison ⟐ National University of Singapore ⟐ Boston Children’s Hospital, Harvard Medical School ⟐ MIT
• 🔗 Links: [ICCV2023], [Code]

[21] Online Continual Learning on Hierarchical Label Expansion

• 🧑‍🔬 Authors: Byung Hyun Lee, Okchul Jung, Jonghyun Choi, Se Young Chun
• 🏫 Affiliations: Seoul National University ⟐ Yonsei University
• 🔗 Links: [ICCV2023], [Code]

[22] Generating Instance-level Prompts for Rehearsal-free Continual Learning

• 🧑‍🔬 Authors: Dahuin Jung, Dongyoon Han, Jihwan Bang, Hwanjun Song
• 🏫 Affiliations: Seoul National University ⟐ NAVER AI Lab ⟐ NAVER Cloud ⟐ AWS AI Labs
• 🔗 Links: [ICCV2023], [Code]

[23] A Soft Nearest-Neighbor Framework for Continual Semi-Supervised Learning

• 🧑‍🔬 Authors: Zhiqi Kang, Enrico Fini, Moin Nabi, Elisa Ricci, Karteek Alahari
• 🏫 Affiliations: Inria ⟐ University of Trento ⟐ SAP AI Research ⟐ Fondazione Bruno Kessler
• 🔗 Links: [ICCV2023], [Code]

[24] Preparing the Future for Continual Semantic Segmentation

• 🧑‍🔬 Authors: Zihan Lin, Zilei Wang, Yixin Zhang
• 🏫 Affiliations: University of Science and Technology of China ⟐ Hefei Comprehensive National Science Center
• 🔗 Links: [ICCV2023], [Code]

[25] Space-time Prompting for Video Class-incremental Learning

• 🧑‍🔬 Authors: Yixuan Pei, Zhiwu Qing, Shiwei Zhang, Xiang Wang, Yingya Zhang, Deli Zhao, Xueming Qian
• 🏫 Affiliations: Xi’an Jiaotong University ⟐ Huazhong University of Science and Technology ⟐ Alibaba Group ⟐ Shaanxi Yulan Jiuzhou Intelligent Optoelectronic Technology Co., Ltd
• 🔗 Links: [ICCV2023], [Code]

[26] Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery

• 🧑‍🔬 Authors: Hyungmin Kim, Sungho Suh, Daehwan Kim, Daun Jeong, Hansang Cho, Junmo Kim
• 🏫 Affiliations: Korea Advanced Institute of Science and Technology ⟐ Samsung Electro-Mechanics ⟐ German Research Center for Artificial Intelligence (DFKI) ⟐ RPTU Kaiserslautern-Landau
• 🔗 Links: [ICCV2023], [Code]

[27] Towards Geospatial Foundation Models via Continual Pretraining

• 🧑‍🔬 Authors: Matías Mendieta, Boran Han, Xingjian Shi, Yi Zhu, Chen Chen
• 🏫 Affiliations: University of Central Florida ⟐ Amazon Web Services ⟐ Boson AI
• 🔗 Links: [ICCV2023], [Code]

[28] Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point Clouds

• 🧑‍🔬 Authors: Ze Yang, Ruibo Li, Evan Ling, Chi Zhang, Yiming Wang, Dezhao Huang, Keng Teck Ma, Minhoe Hur, Guosheng Lin
• 🏫 Affiliations: Nanyang Technological University ⟐ Hyundai Motor Group Innovation Center in Singapore ⟐ AIRS Company
• 🔗 Links: [ICCV2023], [Code]

[29] Wasserstein Expansible Variational Autoencoder for Discriminative and Generative Continual Learning

• 🧑‍🔬 Authors: Fei Ye, Adrian G. Bors
• 🏫 Affiliations: University of York
• 🔗 Links: [ICCV2023], [Code]

[30] Tangent Model Composition for Ensembling and Continual Fine-tuning

• 🧑‍🔬 Authors: Tian Yu Liu, Stefano Soatto
• 🏫 Affiliations: University of California, Los Angeles
• 🔗 Links: [ICCV2023], [Code]

[31] Online Prototype Learning for Online Continual Learning

• 🧑‍🔬 Authors: Yujie Wei, Jiaxin Ye, Zhizhong Huang, Junping Zhang, Hongming Shan
• 🏫 Affiliations: Fudan University ⟐ Shanghai Center for Brain Science and Brain-inspired Technology
• 🔗 Links: [ICCV2023], [Code]

[32] LFS-GAN: Lifelong Few-Shot Image Generation

• 🧑‍🔬 Authors: Juwon Seo, Ji-Su Kang, Gyeong-Moon Park
• 🏫 Affiliations: Kyung Hee University ⟐ KLleon Tech.
• 🔗 Links: [ICCV2023], [Code]

[33] CLR: Channel-wise Lightweight Reprogramming for Continual Learning

• 🧑‍🔬 Authors: Yunhao Ge, Yuecheng Li, Shuo Ni, Jiaping Zhao, Ming-Hsuan Yang, Laurent Itti
• 🏫 Affiliations: University of Southern California ⟐ Google Research
• 🔗 Links: [ICCV2023], [Code]

[34] Multi-Modal Continual Test-Time Adaptation for 3D Semantic Segmentation

• 🧑‍🔬 Authors: Haozhi Cao, Yuecong Xu, Jianfei Yang, Pengyu Yin, Shenghai Yuan, Lihua Xie
• 🏫 Affiliations: Nanyang Technological University ⟐ A*STAR
• 🔗 Links: [ICCV2023], [Code]

[35] Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right?

• 🧑‍🔬 Authors: Hasan Abed Al Kader Hammoud, Ameya Prabhu, Ser-Nam Lim, Philip H.S. Torr, Adel Bibi, Bernard Ghanem
• 🏫 Affiliations: KAUST ⟐ University of Oxford ⟐ Meta AI
• 🔗 Links: [ICCV2023], [Code]

[36] Alleviating Catastrophic Forgetting of Incremental Object Detection via Within-Class and Between-Class Knowledge Distillation

• 🧑‍🔬 Authors: Mengxue Kang, Jinpeng Zhang, Jinming Zhang, Xiashuang Wang, Yang Chen, Zhe Ma, Xuhui Huang
• 🏫 Affiliations: CASIC ⟐ Xinjiang University ⟐ The Second Academy of China Aerospace Science and Industry Corporation ⟐ Chinese Academy of Sciences
• 🔗 Links: [ICCV2023], [Code]

[37] Growing a Brain with Sparsity-Inducing Generation for Continual Learning

• 🧑‍🔬 Authors: Hyundong Jin, Gyeong-hyeon Kim, Chanho Ahn, Eunwoo Kim
• 🏫 Affiliations: Chung-Ang University ⟐ Samsung Advanced Institute of Technology (SAIT)
• 🔗 Links: [ICCV2023], [Code]

[38] CBA: Improving Online Continual Learning via Continual Bias Adaptor

• 🧑‍🔬 Authors: Quanziang Wang, Renzhen Wang, Yichen Wu, Xixi Jia, Deyu Meng
• 🏫 Affiliations: Xi’an Jiaotong University ⟐ City University of Hong Kong ⟐ Xidian University ⟐ Macau University of Science and Technology
• 🔗 Links: [ICCV2023], [Code]

[39] Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models

• 🧑‍🔬 Authors: Zangwei Zheng, Mingyuan Ma, Kai Wang, Ziheng Qin, Xiangyu Yue, Yang You
• 🏫 Affiliations: National University of Singapore ⟐ UC Berkeley ⟐ The Chinese University of Hong Kong
• 🔗 Links: [ICCV2023], [Code]

[40] Incremental Generalized Category Discovery

• 🧑‍🔬 Authors: Bingchen Zhao, Oisin Mac Aodha
• 🏫 Affiliations: University of Edinburgh
• 🔗 Links: [ICCV2023], [Code]

[41] SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model

• 🧑‍🔬 Authors: Gengwei Zhang, Liyuan Wang, Guoliang Kang, Ling Chen, Yunchao Wei
• 🏫 Affiliations: University of Technology Sydney ⟐ Tsinghua University ⟐ Beihang University ⟐ Zhongguancun Laboratory ⟐ Beijing Jiaotong University ⟐ Beijing Key Laboratory of Advanced Information Science and Network
• 🔗 Links: [ICCV2023], [Code]

[42] Self-Organizing Pathway Expansion for Non-Exemplar Class-Incremental Learning

• 🧑‍🔬 Authors: Kai Zhu, Kecheng Zheng, Ruili Feng, Deli Zhao, Yang Cao, Zheng-Jun Zha
• 🏫 Affiliations: Alibaba Group ⟐ University of Science and Technology of China ⟐ Zhejiang University ⟐ Ant Group ⟐ Hefei Comprehensive National Science Center
• 🔗 Links: [ICCV2023], [Code]

[43] Few-shot Continual Infomax Learning

• 🧑‍🔬 Authors: Ziqi Gu, Chunyan Xu, Jian Yang, Zhen Cui
• 🏫 Affiliations: Nanjing University of Science and Technology
• 🔗 Links: [ICCV2023], [Code]

[44] Label-Efficient Online Continual Object Detection in Streaming Video

• 🧑‍🔬 Authors: Jay Zhangjie Wu, David Junhao Zhang, Wynne Hsu, Mengmi Zhang, Mike Zheng Shou
• 🏫 Affiliations: Show Lab ⟐ National University of Singapore ⟐ Nanyang Technological University ⟐ CFAR and I2R, Agency for Science, Technology and Research, Singapore
• 🔗 Links: [ICCV2023], [Code]

[45] Meta OOD Learning For Continuously Adaptive OOD Detection

• 🧑‍🔬 Authors: Xinheng Wu, Jie Lu, Zhen Fang, Guangquan Zhang
• 🏫 Affiliations: University of Technology Sydney
• 🔗 Links: [ICCV2023], [Code]

[46] Continual Learning for Personalized Co-speech Gesture Generation

• 🧑‍🔬 Authors: Chaitanya Ahuja, Pratik Joshi, Ryo Ishii, Louis-Philippe Morency
• 🏫 Affiliations: CMU ⟐ NTT
• 🔗 Links: [ICCV2023], [Code]

[47] Continual Segment: Towards a Single, Unified and Non-forgetting Continual Segmentation Model of 143 Whole-body Organs in CT Scans

• 🧑‍🔬 Authors: Zhanghexuan Ji, Dazhou Guo, Puyang Wang, Ke Yan, Le Lu, Minfeng Xu, Qifeng Wang, Jia Ge, Mingchen Gao, Xianghua Ye, Dakai Jin
• 🏫 Affiliations: DAMO Academy ⟐ University at Buffalo ⟐ Hupan Lab ⟐ Sichuan Cancer Hospital ⟐ The First Affiliated Hospital of Zhejiang University
• 🔗 Links: [ICCV2023], [Code]

[48] ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis

• 🧑‍🔬 Authors: Yanyan Huang, Weiqin Zhao, Shujun Wang, Yu Fu, Yuming Jiang, Lequan Yu
• 🏫 Affiliations: The University of Hong Kong ⟐ Zhejiang University ⟐ The Hong Kong Polytechnic University ⟐ Stanford University
• 🔗 Links: [ICCV2023], [Code]

[49] Self-Evolved Dynamic Expansion Model for Task-Free Continual Learning

• 🧑‍🔬 Authors: Fei Ye, Adrian G. Bors
• 🏫 Affiliations: University of York
• 🔗 Links: [ICCV2023], [Code]

[50] CTP:Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation

• 🧑‍🔬 Authors: Hongguang Zhu, Yunchao Wei, Xiaodan Liang, Chunjie Zhang, Yao Zhao
• 🏫 Affiliations: Beijing Jiaotong University ⟐ Beijing Key Laboratory of Advanced Information Science and Network ⟐ Peng Cheng Laboratory ⟐ Sun Yat-sen University ⟐ MBZUAI
• 🔗 Links: [ICCV2023], [Code]

[51] CLNeRF: Continual Learning Meets NeRF

• 🧑‍🔬 Authors: Zhipeng Cai, Matthias Müller
• 🏫 Affiliations: Intel Labs
• 🔗 Links: [ICCV2023], [Code]

[52] CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation

• 🧑‍🔬 Authors: Zekang Zhang, Guangyu Gao, Jianbo Jiao, Chi Harold Liu, Yunchao Wei
• 🏫 Affiliations: Beijing Institute of Technology ⟐ University of Birmingham ⟐ Beijing Jiaotong University ⟐ Beijing Key Laboratory of Advanced Information Science and Network
• 🔗 Links: [ICCV2023], [Code]

[53] When Prompt-based Incremental Learning Does Not Meet Strong Pretraining

• 🧑‍🔬 Authors: Yu-Ming Tang, Yi-Xing Peng, Wei-Shi Zheng
• 🏫 Affiliations: Sun Yat-sen University ⟐ Peng Cheng Laboratory ⟐ Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, China
• 🔗 Links: [ICCV2023], [Code]

[54] Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning

• 🧑‍🔬 Authors: Wuxuan Shi, Mang Ye
• 🏫 Affiliations: Wuhan University ⟐ Hubei Luojia Laboratory
• 🔗 Links: [ICCV2023], [Code]

[55] Audio-Visual Class-Incremental Learning

• 🧑‍🔬 Authors: Weiguo Pian, Shentong Mo, Yunhui Guo, Yapeng Tian
• 🏫 Affiliations: The University of Texas at Dallas ⟐ Carnegie Mellon University 🔗 Links: [ICCV2023], [Code]

[56] NeRF-LOAM: Neural Implicit Representation for Large-Scale Incremental LiDAR Odometry and Mapping

• 🧑‍🔬 Authors: Junyuan Deng, Qi Wu, Xieyuanli Chen, Songpengcheng Xia, Zhen Sun, Guoqing Liu, Wenxian Yu, Ling Pei
• 🏫 Affiliations: Shanghai Jiao Tong University ⟐ National University of Defense Technology
• 🔗 Links: [ICCV2023], [Code]

[57] Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection

• 🧑‍🔬 Authors: Yuyang Liu, Yang Cong, Dipam Goswami, Xialei Liu, Joost van de Weijer
• 🏫 Affiliations: Chinese Academy of Sciences ⟐ University of Chinese Academy of Sciences ⟐ South China University of Technology ⟐ Computer Vision Center, Barcelona ⟐ Nankai University ⟐ Universitat Autonoma de Barcelona
• 🔗 Links: [ICCV2023], [Code]

[58] Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning

• 🧑‍🔬 Authors: Jun-Yeong Moon, Keon-Hee Park, Jung Uk Kim, Gyeong-Moon Park
• 🏫 Affiliations: Kyung Hee University
• 🔗 Links: [ICCV2023], [Code]

[59] Heterogeneous Forgetting Compensation for Class-Incremental Learning

• 🧑‍🔬 Authors: Jiahua Dong, Wenqi Liang, Yang Cong, Gan Sun
• 🏫 Affiliations: Chinese Academy of Sciences ⟐ University of Chinese Academy of Sciences ⟐ South China University of Technology
• 🔗 Links: [ICCV2023], [Code]

[60] MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition

• 🧑‍🔬 Authors: Tianlun Zheng, Zhineng Chen, Bingchen Huang, Wei Zhang, Yu-Gang Jiang
• 🏫 Affiliations: Fudan University ⟐ Shanghai Collaborative Innovation Center of Intelligent Visual Computing ⟐ Gaoding AI
• 🔗 Links: [ICCV2023], [Code]

[61] Knowledge Restore and Transfer for Multi-Label Class-Incremental Learning

• 🧑‍🔬 Authors: Songlin Dong, Haoyu Luo, Yuhang He, Xing Wei, Jie Cheng, Yihong Gong
• 🏫 Affiliations: Xi'an Jiaotong University ⟐ ACS Lab ⟐ Huawei Technologies
• 🔗 Links: [ICCV2023], [Code]

[62] Dynamic Residual Classifier for Class Incremental Learning

• 🧑‍🔬 Authors: Xiuwei Chen, Xiaobin Chang
• 🏫 Affiliations: Sun Yat-sen University ⟐ Guangdong Key Laboratory of Big Data Analysis and Processing ⟐ Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, China
• 🔗 Links: [ICCV2023], [Code]

[63] First Session Adaptation: A Strong Replay-Free Baseline for Class-Incremental Learning

• 🧑‍🔬 Authors: Aristeidis Panos, Yuriko Kobe, Daniel Olmeda Reino, Rahaf Aljundi, Richard E. Turner
• 🏫 Affiliations: University of Cambridge ⟐ Toyota Motor Europe
• 🔗 Links: [ICCV2023], [Code]

[64] Data-Free Class-Incremental Hand Gesture Recognition

• 🧑‍🔬 Authors: Shubhra Aich, Jesus Ruiz-Santaquiteria, Zhenyu Lu, Prachi Garg, K J Joseph, Alvaro Fernandez Garcia, Vineeth N Balasubramanian, Kenrick Kin, Chengde Wan, Necati Cihan Camgoz, Shugao Ma, Fernando De la Torre
• 🏫 Affiliations: 1Carnegie Mellon University ⟐ Indian Institute of Technology Hyderabad ⟐ Meta Reality Labs
• 🔗 Links: [ICCV2023], [Code]