Title
Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates Kaifeng Lyu Haoyu Zhao Xinran Gu Dingli Yu Anirudh Goyal Sanjeev Arora ALM 82 47 0 20 Jan 2025
IOR: Inversed Objects Replay for Incremental Object Detection Zijia An Boyu Diao Libo Huang Ruiqi Liu Zhulin An Yongjun Xu 47 0 0 20 Jan 2025
CLOFAI: A Dataset of Real And Fake Image Classification Tasks for Continual Learning William Doherty Anton Lee Heitor Murilo Gomes CLL 45 0 0 19 Jan 2025
Transfer Learning Strategies for Pathological Foundation Models: A Systematic Evaluation in Brain Tumor Classification Ken Enda Yoshitaka Oda Zen-ichi Tanei Wang Lei Masumi Tsuda ... Shinya Tanaka Takahiro Ogawa Wang Lei Masumi Tsuda Shinya Tanaka 41 0 0 19 Jan 2025
Dynamic Continual Learning: Harnessing Parameter Uncertainty for Improved Network Adaptation Christopher Angelini N. Bouaynaya BDL 38 0 0 18 Jan 2025
Flexible task abstractions emerge in linear networks with fast and bounded units Kai Sandbrink Jan P. Bauer A. Proca Andrew M. Saxe Christopher Summerfield Ali Hummos 63 2 0 17 Jan 2025
Dynamic Prototype Rehearsal for Continual Learning in ECG Arrhythmia Detection Sana Rahmani Reetam Chatterjee Ali Etemad J. Hashemi 48 0 0 13 Jan 2025
Domain-Incremental Semantic Segmentation for Autonomous Driving under Adverse Driving Conditions Shishir Muralidhara René Schuster Didier Stricker CLL 217 0 0 10 Jan 2025
A Contrastive Symmetric Forward-Forward Algorithm (SFFA) for Continual Learning Tasks Erik B. Terres-Escudero Javier Del Ser Pablo García Bringas AAML CLL 53 0 0 10 Jan 2025
Soup to go: mitigating forgetting during continual learning with model averaging Anat Kleiman Gintare Karolina Dziugaite Jonathan Frankle Sham Kakade Mansheej Paul MoMe CLL KELM 58 1 0 09 Jan 2025
Federated-Continual Dynamic Segmentation of Histopathology guided by Barlow Continuity Niklas Babendererde Haozhe Zhu Moritz Fuchs J. Stieber Anirban Mukhopadhyay FedML OOD 38 0 0 08 Jan 2025
Superposition in Transformers: A Novel Way of Building Mixture of Experts Ayoub Ben Chaliah Hela Dellagi CLL KELM 35 0 0 08 Jan 2025
QuIM-RAG: Advancing Retrieval-Augmented Generation with Inverted Question Matching for Enhanced QA Performance Binita Saha Utsha Saha Muhammad Zubair Malik RALM 3DV 64 3 0 06 Jan 2025
Persistence of Backdoor-based Watermarks for Neural Networks: A Comprehensive Evaluation Anh Tu Ngo Chuan Song Heng Nandish Chattopadhyay Anupam Chattopadhyay AAML 222 0 0 06 Jan 2025
Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets Vatsal Gupta Pranshu Pandya Tushar Kataria Vivek Gupta Dan Roth AAML 66 1 0 03 Jan 2025
Generate to Discriminate: Expert Routing for Continual Learning Yewon Byun Sanket Vaibhav Mehta Saurabh Garg Emma Strubell Michael Oberst Bryan Wilder Zachary Chase Lipton 83 0 0 31 Dec 2024
Functional Risk Minimization Ferran Alet Clement Gehring Tomás Lozano-Pérez Kenji Kawaguchi Joshua B. Tenenbaum Leslie Pack Kaelbling OffRL 60 0 0 31 Dec 2024
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs Junying Chen Zhenyang Cai Ke Ji Xuben Wang Wanlong Liu Rongsheng Wang Jianye Hou Benyou Wang LRM 35 39 0 25 Dec 2024
Prompt Tuning for Item Cold-start Recommendation Yuezihan Jiang Gaode Chen Wenhan Zhang Rongxiang Weng Yinjie Jiang Qi Zhang Jingjian Lin Peng Jiang Kaigui Bian VLM 47 0 0 24 Dec 2024
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Yule Liu Zhiyuan Zhong Yifan Liao Zhen Sun Jingyi Zheng ... Qingyuan Gong Fenghua Tong Yang Chen Yang Zhang Xinlei He DeLMO 45 2 0 23 Dec 2024
Hierarchically Gated Experts for Efficient Online Continual Learning Kevin Luong Michael Thielscher CLL OffRL 31 0 0 22 Dec 2024
Joint Knowledge Editing for Information Enrichment and Probability Promotion Wenhang Shi Yiren Chen Shuqing Bian Xinyi Zhang Zhe Zhao Pengfei Hu Wei Lu Xiaoyong Du KELM 48 0 0 22 Dec 2024
Algorithm Design for Continual Learning in IoT Networks Shugang Hao Lingjie Duan CLL 85 0 0 22 Dec 2024
Chained Tuning Leads to Biased Forgetting Megan Ung Alicia Sun Samuel J. Bell Bhaktipriya Radharapu Levent Sagun Adina Williams CLL KELM 89 0 0 21 Dec 2024
Uncertainty Quantification in Continual Open-World Learning Amanda Rios I. Ndiour Parual Datta Jaroslaw Sydir Omesh Tickoo Nilesh A. Ahuja BDL 91 0 0 21 Dec 2024
Continual Learning Using a Kernel-Based Method Over Foundation Models Saleh Momeni Sahisnu Mazumder Bing-Quan Liu CLL 88 1 0 20 Dec 2024
In-context Continual Learning Assisted by an External Continual Learner Saleh Momeni Sahisnu Mazumder Zixuan Ke Bing Liu CLL 106 0 0 20 Dec 2024
Balanced Gradient Sample Retrieval for Enhanced Knowledge Retention in Proxy-based Continual Learning Hongye Xu Jan Wasilewski Bartosz Krawczyk CLL 94 0 0 19 Dec 2024
Hierarchical Subspaces of Policies for Continual Offline Reinforcement Learning Anthony Kobanda Rémy Portelas Odalric-Ambrym Maillard Ludovic Denoyer OffRL CLL 89 0 0 19 Dec 2024
Enabling Realtime Reinforcement Learning at Scale with Staggered Asynchronous Inference Matthew D Riemer G. Subbaraj Glen Berseth Irina Rish OffRL 85 1 0 18 Dec 2024
ConDo: Continual Domain Expansion for Absolute Pose Regression Zijun Li Z. Cai B. Yang Xuelun Shen Siqi Shen Xiaoliang Fan Michael Paulitsch Cheng-Yu Wang CLL 83 0 0 18 Dec 2024
Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse Jie Cao Abhijit Suresh Jennifer Jacobs Charis Clevenger Amanda Howard Chelsea Brown Brent Milne Tom Fischaber T. Sumner James H. Martin 67 1 0 18 Dec 2024
Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence Yichen Li Yuying Wang Haozhao Wang Yining Qi Tianzhe Xiao Ruixuan Li 127 0 0 18 Dec 2024
Relation-Guided Adversarial Learning for Data-free Knowledge Transfer Yingping Liang Ying Fu 80 1 0 16 Dec 2024
Linked Adapters: Linking Past and Future to Present for Effective Continual Learning Dupati Srikar Chandra P. K. Srijith Dana Rezazadegan Chris McCarthy CLL 70 0 0 14 Dec 2024
CONCLAD: COntinuous Novel CLAss Detector Amanda Rios I. Ndiour Parual Datta Omesh Tickoo Nilesh A. Ahuja 89 0 0 13 Dec 2024
Feat2GS: Probing Visual Foundation Models with Gaussian Splatting Yue Chen Xingyu Chen Anpei Chen Gerard Pons-Moll Yuliang Xiu 3DGS 96 3 0 12 Dec 2024
Scaling Sequential Recommendation Models with Transformers Pablo Zivic Hernán Ceferino Vázquez Jorge Sanchez OffRL LRM 79 1 0 10 Dec 2024
Parseval Regularization for Continual Reinforcement Learning Wesley Chung Lynn Cherif David Meger Doina Precup CLL 91 2 0 10 Dec 2024
How to Merge Your Multimodal Models Over Time? Sebastian Dziadzio Vishaal Udandarao Karsten Roth Ameya Prabhu Zeynep Akata Samuel Albanie Matthias Bethge MoMe 109 4 0 09 Dec 2024
Class Balance Matters to Active Class-Incremental Learning Zitong Huang Zhaoyu Chen Yuanze Li Bowen Dong Erjin Zhou Y. Liu Rick Siow Mong Goh Chun-Mei Feng W. Zuo CLL 86 0 0 09 Dec 2024
Continual Learning for Segment Anything Model Adaptation Jinglong Yang Yichen Wu Jun Cen Wenjian Huang Hong Wang Jianguo Zhang TTA CLL 93 0 0 09 Dec 2024
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations Niall McGuire Yashar Moshfeghi 47 0 0 09 Dec 2024
Directed Structural Adaptation to Overcome Statistical Conflicts and Enable Continual Learning Zeki Doruk Erden Boi Faltings 57 2 0 05 Dec 2024
Sustainable Self-evolution Adversarial Training Wenxuan Wang Chenglei Wang Huihui Qi Menghao Ye Xuelin Qian Peng Wang Yanning Zhang AAML 86 0 0 03 Dec 2024
Deep evolving semi-supervised anomaly detection Jack Belham Aryan Bhosale Samrat Mukherjee Biplab Banerjee Fabio Cuzzolin 75 0 0 01 Dec 2024
Adaptive Rank, Reduced Forgetting: Knowledge Retention in Continual Learning Vision-Language Models with Dynamic Rank-Selective LoRA Haodong Lu Chongyang Zhao Jason Xue Lina Yao Kristen Moore Dong Gong VLM KELM CLL 102 4 0 01 Dec 2024
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models Kaican Li Weiyan Xie Yongxiang Huang Didan Deng Lanqing Hong Zechao Li Ricardo Silva N. Zhang 74 0 0 29 Nov 2024
DESIRE: Dynamic Knowledge Consolidation for Rehearsal-Free Continual Learning Haiyang Guo Fei Zhu Fanhu Zeng Bing Liu Xu-Yao Zhang MoMe CLL 96 3 0 28 Nov 2024
Emergence of Self-Identity in AI: A Mathematical Framework and Empirical Study with Generative Large Language Models Minhyeok Lee 87 0 0 27 Nov 2024