Title
Predictive Coding Networks and Inference Learning: Tutorial and Survey B. V. Zwol Ro Jefferson E. V. D. Broek 97 0 0 04 Jul 2024
PECTP: Parameter-Efficient Cross-Task Prompts for Incremental Vision Transformer Qian Feng Hanbin Zhao Chao Zhang Jiahua Dong Henghui Ding Yu-Gang Jiang Hui Qian VLM 73 5 0 04 Jul 2024
UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection Yang Xiao Rohan Kumar Das 138 4 0 04 Jul 2024
Continual Learning Optimizations for Auto-regressive Decoder of Multilingual ASR systems Chin Yuen Kwok J. Yip Eng Siong Chng CLL 72 1 0 04 Jul 2024
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Predicting vs. Acting: A Trade-off Between World Modeling & Agent Modeling Margaret Li Weijia Shi Artidoro Pagnoni Peter West Ari Holtzman 96 10 0 02 Jul 2024
Parameter-Selective Continual Test-Time Adaptation Jiaxu Tian Fan Lyu TTA CLL 116 1 0 02 Jul 2024
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PCAPVision: PCAP-Based High-Velocity and Large-Volume Network Failure Detection Lukasz Tulczyjew Ihor Biruk Murat Bilgic Charles Abondo Nathanael Weill 36 1 0 01 Jul 2024
Multimodal Conditional 3D Face Geometry Generation Christopher Otto Prashanth Chandran Sebastian Weiss Markus Gross Gaspard Zoss Derek Bradley CVBM 112 0 0 01 Jul 2024
Cross-Lingual Transfer Learning for Speech Translation Rao Ma Yassir Fathullah Mengjie Qian Siyuan Tang Mark Gales Kate Knill 198 4 0 01 Jul 2024
Less Forgetting for Better Generalization: Exploring Continual-learning Fine-tuning Methods for Speech Self-supervised Representations Salah Zaiem Titouan Parcollet S. Essid CLL 103 4 0 30 Jun 2024
Learning System Dynamics without Forgetting Xikun Zhang Dongjin Song Yushan Jiang Yixin Chen Dacheng Tao AI4CE 156 2 0 30 Jun 2024
Characterizing Continual Learning Scenarios and Strategies for Audio Analysis Ruchi Bhatt Pratibha Kumari Dwarikanath Mahapatra Abdulmotaleb El Saddik Mukesh Saini CLL 107 4 0 29 Jun 2024
The impact of model size on catastrophic forgetting in Online Continual Learning Eunhae Lee CLL 122 2 0 28 Jun 2024
LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models Renzhi Wang Piji Li KELM CLL 105 10 0 28 Jun 2024
Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting Wei Li Jingyang Zhang Pheng-Ann Heng Lixu Gu CLL DiffM 100 2 0 28 Jun 2024
Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature Distillation Malvina Nikandrou Georgios Pantazopoulos Ioannis Konstas Alessandro Suglia 91 2 0 27 Jun 2024
Personalized Federated Continual Learning via Multi-granularity Prompt Hao Yu Xin Yang Xin Gao Yan Kang Hao Wang Junbo Zhang Tianrui Li CLL 135 11 0 27 Jun 2024
Fairness and Bias in Multimodal AI: A Survey Tosin Adewumi Lama Alkhaled Namrata Gurung G. V. Boven Irene Pagliai 121 10 0 27 Jun 2024
A look under the hood of the Interactive Deep Learning Enterprise (No-IDLE) Daniel Sonntag Michael Barz Thiago S. Gouvêa VLM 114 5 0 27 Jun 2024
Advancing Cross-domain Discriminability in Continual Learning of Vison-Language Models Yicheng Xu Yuxin Chen Jiahao Nie Yusong Wang Huiping Zhuang Manabu Okumura VLM CLL 81 10 0 27 Jun 2024
Learn it or Leave it: Module Composition and Pruning for Continual Learning Mingyang Wang Heike Adel Lukas Lange Jannik Strötgen Hinrich Schütze CLL KELM 74 2 0 26 Jun 2024
Catching Chameleons: Detecting Evolving Disinformation Generated using Large Language Models Bohan Jiang Chengshuai Zhao Zhen Tan Huan Liu 88 2 0 26 Jun 2024
Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation Dunyuan Xu Xi Wang Jingyang Zhang Pheng-Ann Heng MedIm CLL 163 0 0 26 Jun 2024
A Survey on Mixture of Experts in Large Language Models Weilin Cai Juyong Jiang Fan Wang Jing Tang Sunghun Kim Jiayi Huang MoE 113 70 0 26 Jun 2024
Sequential Editing for Lifelong Training of Speech Recognition Models Devang Kulshreshtha Saket Dingliwal Brady C. Houston Nikolaos Pappas S. Ronanki KELM CLL 53 1 0 25 Jun 2024
Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning Bomin Wang Xinzhe Luo Xiahai Zhuang CLL FedML 73 0 0 25 Jun 2024
Forget but Recall: Incremental Latent Rectification in Continual Learning Nghia D. Nguyen Hieu Trung Nguyen Ang Li H. Pham Viet Anh Nguyen Khoa D. Doan CLL 107 0 0 25 Jun 2024
D2LLM: Decomposed and Distilled Large Language Models for Semantic Search Zihan Liao Hang Yu Jianguo Li Jun Wang Wei Zhang 82 5 0 25 Jun 2024
WARP: On the Benefits of Weight Averaged Rewarded Policies Alexandre Ramé Johan Ferret Nino Vieillard Robert Dadashi Léonard Hussenot Pierre-Louis Cedoz Pier Giuseppe Sessa Sertan Girgin Arthur Douillard Olivier Bachem 138 23 0 24 Jun 2024
The Championship-Winning Solution for the 5th CLVISION Challenge 2024 Sishun Pan Tingmin Li Yang Yang CLL 87 0 0 24 Jun 2024
Exploring Test-Time Adaptation for Object Detection in Continually Changing Environments Shilei Cao Yan Liu Juepeng Zheng Baoquan Zhao Ziqi Yuan Weijia Li Runmin Dong Haohuan Fu TTA OOD 169 1 0 24 Jun 2024
Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method Kishaan Jeeveswaran Elahe Arani Bahram Zonooz CLL 77 4 0 23 Jun 2024
EVCL: Elastic Variational Continual Learning with Weight Consolidation Hunar Batra Ronald Clark CLL 117 2 0 23 Jun 2024
Continual Learning with Diffusion-based Generative Replay for Industrial Streaming Data Jiayi He Jiao Chen Qianmiao Liu Suyan Dai Jianhua Tang Dongpo Liu DiffM AI4CE 85 4 0 22 Jun 2024
Hybrid Alignment Training for Large Language Models Chenglong Wang Hang Zhou Kaiyan Chang Bei Li Yongyu Mu Tong Xiao Tongran Liu Jingbo Zhu 109 5 0 21 Jun 2024
Domain Adaptation of Llama3-70B-Instruct through Continual Pre-Training and Model Merging: A Comprehensive Evaluation Shamane Siriwardhana Mark McQuade Thomas Gauthier Lucas Atkins Fernando Fernandes Neto ... Anneketh Vij Tyler Odenthal Charles Goddard Mary MacCarthy Jacob Solawetz CLL MoMe ALM 78 9 0 21 Jun 2024
Efficient Continual Pre-training by Mitigating the Stability Gap Yiduo Guo Jie Fu Huishuai Zhang Dongyan Zhao Songlin Yang 93 15 0 21 Jun 2024
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection Zhuoxiao Chen Junjie Meng Mahsa Baktashmotlagh Yonggang Zhang Zi Huang Yadan Luo 262 2 0 21 Jun 2024
Uncovering Latent Memories: Assessing Data Leakage and Memorization Patterns in Frontier AI Models Sunny Duan Mikail Khona Abhiram Iyer Rylan Schaeffer Ila R Fiete 130 4 0 20 Jun 2024
Seamless Language Expansion: Enhancing Multilingual Mastery in Self-Supervised Models Jing Xu Minglin Wu Xixin Wu Helen Meng CLL 134 2 0 20 Jun 2024
Towards Minimal Targeted Updates of Language Models with Targeted Negative Training Lily H. Zhang Rajesh Ranganath Arya Tafvizi 124 1 0 19 Jun 2024
Controlling Forgetting with Test-Time Data in Continual Learning Vaibhav Singh Rahaf Aljundi Eugene Belilovsky CLL VLM KELM 78 3 0 19 Jun 2024
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching Zhuoran Li Chunming Hu Jiasi Chen Zhijun Chen Xiaohui Guo Richong Zhang 95 4 0 19 Jun 2024
ViLCo-Bench: VIdeo Language COntinual learning Benchmark Tianqi Tang Shohreh Deldari Hao Xue Celso De Melo Flora D. Salim CLL 92 2 0 19 Jun 2024
Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model Hayato Futami Siddhant Arora Yosuke Kashiwagi E. Tsunoo Shinji Watanabe 88 1 0 18 Jun 2024
BadSampler: Harnessing the Power of Catastrophic Forgetting to Poison Byzantine-robust Federated Learning Yi Liu Cong Wang Lizhen Qu AAML 106 3 0 18 Jun 2024