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Progressive Neural Networks

15 June 2016

Papers citing "Progressive Neural Networks"

50 / 1,516 papers shown

Title
What Causes Knowledge Loss in Multilingual Language Models? Maria Khelli Samuel Cahyawijaya Ayu Purwarianti Genta Indra Winata CLL 314 0 0 29 Apr 2025
Mitigating Catastrophic Forgetting in the Incremental Learning of Medical Images Sara Yavari Jacob Furst CLL 293 4 0 28 Apr 2025
POET: Prompt Offset Tuning for Continual Human Action AdaptationEuropean Conference on Computer Vision (ECCV), 2025 Prachi Garg Joseph K J V. Balasubramanian Necati Cihan Camgöz Chengde Wan Kenrick Kin Weiguang Si Shugao Ma Fernando de la Torre 247 0 0 25 Apr 2025
Enhancing Pre-Trained Model-Based Class-Incremental Learning through Neural Collapse Kun He Zijian Song Shuoxi Zhang John E. Hopcroft CLL 292 0 0 25 Apr 2025
SwitchMT: An Adaptive Context Switching Methodology for Scalable Multi-Task Learning in Intelligent Autonomous Agents Avaneesh Devkota Rachmad Vidya Wicaksana Putra Mohamed Bennai 198 0 0 18 Apr 2025
Parameter-Efficient Continual Fine-Tuning: A Survey Eric Nuertey Coleman Luigi Quarantiello Ziyue Liu Qinwen Yang Samrat Mukherjee J. Hurtado Vincenzo Lomonaco CLL 339 5 0 18 Apr 2025
Harmony: A Unified Framework for Modality Incremental Learning Y. Song Xiaoshan Yang Shihong Deng Yaowei Wang Changsheng Xu CLL 363 0 0 17 Apr 2025
Self-Controlled Dynamic Expansion Model for Continual Learning RunQing Wu KaiHui Huang HanYi Zhang Fei Ye CLL VLM 298 1 0 14 Apr 2025
Proxy-Anchor and EVT-Driven Continual Learning Method for Generalized Category Discovery Alireza Fathalizadeh Roozbeh Razavi-Far CLL 207 0 0 11 Apr 2025
Boosting-inspired online learning with transfer for railway maintenance Diogo Risca Afonso Lourenço Goreti Marreiros 175 1 0 11 Apr 2025
LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation Juzheng Zhang Jiacheng You Ashwinee Panda Tom Goldstein MoMe 347 10 0 10 Apr 2025
Sculpting Subspaces: Constrained Full Fine-Tuning in LLMs for Continual Learning Nikhil Shivakumar Nayak Krishnateja Killamsetty Ligong Han Abhishek Bhandwaldar Prateek Chanda ... Hao Wang Aldo Pareja Oleg Silkin Mustafa Eyceoz Akash Srivastava CLL 148 0 0 09 Apr 2025
Meta-Continual Learning of Neural FieldsInternational Conference on Learning Representations (ICLR), 2025 Seungyoon Woo Junhyeog Yun Gunhee Kim CLL AI4CE 301 2 0 08 Apr 2025
The Self-Learning Agent with a Progressive Neural Network Integrated Transformer Ajay Sivakumar Shalini Vasantha Raj Sebastian Sylvester AI4CE 167 1 0 03 Apr 2025
TiC-LM: A Web-Scale Benchmark for Time-Continual LLM PretrainingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Jeffrey Li Mohammadreza Armandpour Iman Mirzadeh Sachin Mehta Vaishaal Shankar ... Samy Bengio Oncel Tuzel Mehrdad Farajtabar Hadi Pouransari Fartash Faghri CLL KELM 386 4 0 02 Apr 2025
MetaCLBench: Meta Continual Learning Benchmark on Resource-Constrained Edge Devices Sijia Li Young D. Kwon Lik-Hang Lee Pan Hui 267 0 0 31 Mar 2025
VLM-C4L: Continual Core Dataset Learning with Corner Case Optimization via Vision-Language Models for Autonomous Driving Haibo Hu Jiacheng Zuo Yang Lou Yufei Cui Jianping Wang Nan Guan Jin Wang Yung-Hui Li Chun Jason Xue VLM 294 2 0 29 Mar 2025
A Proposal for Networks Capable of Continual Learning Zeki Doruk Erden Boi Faltings CLL 216 0 0 28 Mar 2025
Learn by Reasoning: Analogical Weight Generation for Few-Shot Class-Incremental Learning Jizhou Han Chenhao Ding Yuhang He Songlin Dong Qiang Wang Xinyuan Gao Yihong Gong CLL 211 1 0 27 Mar 2025
Ancestral Mamba: Enhancing Selective Discriminant Space Model with Online Visual Prototype Learning for Efficient and Robust Discriminant Approach Jiahao Qin Feng Liu Lu Zong Mamba 179 0 0 26 Mar 2025
Continual Learning With Quasi-Newton MethodsIEEE Access (IEEE Access), 2021 Steven Vander Eeckt Hugo Van hamme CLL BDL 289 0 0 25 Mar 2025
Global Convergence of Continual Learning on Non-IID Data Fei Zhu Yujing Liu Wenzhuo Liu Rundong Wang 283 0 0 24 Mar 2025
LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual LearningComputer Vision and Pattern Recognition (CVPR), 2025 Xuan Liu Xiaobin Chang CLL 1.1K 8 0 23 Mar 2025
Towards Automatic Continual Learning: A Self-Adaptive Framework for Continual Instruction Tuning Peiyi Lin Fukai Zhang Kai Niu Hao Fu CLL 293 0 0 20 Mar 2025
CTSAC: Curriculum-Based Transformer Soft Actor-Critic for Goal-Oriented Robot ExplorationIEEE International Conference on Robotics and Automation (ICRA), 2025 Chunyu Yang Shengben Bi Yihui Xu Xin Zhang 219 2 0 18 Mar 2025
ProtoDepth: Unsupervised Continual Depth Completion with PrototypesComputer Vision and Pattern Recognition (CVPR), 2025 Patrick Rim Hyoungseob Park Xien Chen Ziyao Zeng Younjoon Chung Alex Wong CLL MDE 331 5 0 17 Mar 2025
Ferret: An Efficient Online Continual Learning Framework under Varying Memory ConstraintsComputer Vision and Pattern Recognition (CVPR), 2025 Yuhao Zhou Yuxin Tian Jindi Lv Mingjia Shi Yuanxi Li Qing Ye Shuhao Zhang Jiancheng Lv CLL 268 1 0 15 Mar 2025
Enhanced Continual Learning of Vision-Language Models with Model Fusion Haoyuan Gao Zicong Zhang Yuqi Wei Linglan Zhao Guilin Li Rui Wang Linghe Kong Weiran Huang CLL VLM 750 0 0 12 Mar 2025
Representation Retrieval Learning for Heterogeneous Data Integration Qi Xu Annie Qu 397 2 0 12 Mar 2025
STCKGE:Continual Knowledge Graph Embedding Based on Spatial TransformationKnowledge-Based Systems (KBS), 2025 Xinyu Wang Jinshuo Liu Cheng Bi Meng Wang Meng Wang Juan Deng Jeff Pan 216 0 0 11 Mar 2025
Achieving More with Less: Additive Prompt Tuning for Rehearsal-Free Class-Incremental Learning Haoran Chen Ping Wang Zihan Zhou Xinming Zhang Zuxuan Wu Yu Jiang CLL 345 0 0 11 Mar 2025
Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks Yanis Basso-Bert Anca Molnos Romain Lemaire William Guicquero Antoine Dupret CLL 304 0 0 10 Mar 2025
WECAR: An End-Edge Collaborative Inference and Training Framework for WiFi-Based Continuous Human Activity Recognition Rong Li Tao Deng Siwei Feng He Huang Juncheng Jia Di Yuan Keqin Li 205 1 0 09 Mar 2025
Minion Gated Recurrent Unit for Continual Learning Abdullah M. Zyarah Dhireesha Kudithipudi 481 1 0 08 Mar 2025
SRSA: Skill Retrieval and Adaptation for Robotic Assembly TasksInternational Conference on Learning Representations (ICLR), 2025 Yijie Guo Bingjie Tang Iretiayo Akinola Dieter Fox Abhishek Gupta Yashraj S. Narang 277 11 0 06 Mar 2025
Memory Efficient Continual Learning for Edge-Based Visual Anomaly Detection Manuel Barusco Lorenzo DÁntoni Davide Dalle Pezze Francesco Borsatti Gian Antonio Susto 226 2 0 04 Mar 2025
Go Beyond Your Means: Unlearning with Per-Sample Gradient Orthogonalization Aviv Shamsian E. Shaar Aviv Navon Gal Chechik Ethan Fetaya MU 300 1 0 04 Mar 2025
An Efficient Continual Learning Framework for Multivariate Time Series Prediction Tasks with Application to Vehicle State Estimation Arvin Hosseinzadeh Ladan Khoshnevisan Mohammad Pirani Shojaeddin Chenouri Amir Khajepour CLL AI4TS 215 1 0 03 Mar 2025
STAR: Stability-Inducing Weight Perturbation for Continual LearningInternational Conference on Learning Representations (ICLR), 2025 Masih Eskandar Tooba Imtiaz Davin Hill Zifeng Wang Jennifer Dy CLL 191 4 0 03 Mar 2025
Class-Independent Increment: An Efficient Approach for Multi-label Class-Incremental Learning Songlin Dong Yuhang He Zhengdong Zhou Haoyu Luo Xing Wei Alex C. Kot Yihong Gong CLL 348 2 0 01 Mar 2025
CLIMB-3D: Continual Learning for Imbalanced 3D Instance Segmentation Vishal Thengane Jean Lahoud Hisham Cholakkal Rao Muhammad Anwer L. Yin Xiatian Zhu Salman Khan CLL 1.0K 0 0 24 Feb 2025
Accurate Forgetting for Heterogeneous Federated Continual LearningInternational Conference on Learning Representations (ICLR), 2025 Abudukelimu Wuerkaixi Sen Cui J.N. Zhang Kunda Yan Bo Han Gang Niu Lei Fang Changshui Zhang Masashi Sugiyama 489 21 0 20 Feb 2025
Foundations of a Developmental Design Paradigm for Integrated Continual Learning, Deliberative Behavior, and Comprehensibility Zeki Doruk Erden Boi Faltings CLL 286 3 0 19 Feb 2025
ConSense: Continually Sensing Human Activity with WiFi via Growing and PickingAAAI Conference on Artificial Intelligence (AAAI), 2025 Rong Li Tao Deng Siwei Feng Mingjie Sun Juncheng Jia CLL 232 4 0 18 Feb 2025
Achieving Upper Bound Accuracy of Joint Training in Continual Learning Saleh Momeni Bing Liu CLL 432 1 0 17 Feb 2025
Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector Qirui Wu Shizhou Zhang De Cheng Yinghui Xing Di Xu Peng Wang Yanning Zhang ObjD 625 3 0 08 Feb 2025
Learning more with the same effort: how randomization improves the robustness of a robotic deep reinforcement learning agent Lucía Güitta-López Jaime Boal Álvaro J. López-López 232 8 0 24 Jan 2025
Dynamic Continual Learning: Harnessing Parameter Uncertainty for Improved Network AdaptationIEEE International Joint Conference on Neural Network (IJCNN), 2024 Christopher Angelini N. Bouaynaya BDL 179 0 0 18 Jan 2025
Incrementally Learning Multiple Diverse Data Domains via Multi-Source Dynamic Expansion Model RunQing Wu Fei Ye QiHe Liu Guoxi Huang Jinyu Guo Rongyao Hu CLL 810 1 0 15 Jan 2025
Domain-Incremental Semantic Segmentation for Autonomous Driving under Adverse Driving ConditionsInternational Conference on Pattern Recognition Applications and Methods (ICPRAM), 2025 Shishir Muralidhara René Schuster Didier Stricker CLL 990 1 0 10 Jan 2025