Title
PromptDSI: Prompt-based Rehearsal-free Continual Learning for Document Retrieval Tuan-Luc Huynh Thuy-Trang Vu Weiqing Wang Yinwei Wei T. Le D. Gašević Yuan-Fang Li Thanh-Toan Do VLM CLL 117 1 0 18 Jun 2024
Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations Rima Hazra Sayan Layek Somnath Banerjee Soujanya Poria KELM LLMSV 100 13 0 17 Jun 2024
Tracking the perspectives of interacting language models Hayden Helm Brandon Duderstadt Youngser Park Carey E. Priebe 117 8 0 17 Jun 2024
Neural Lineage Runpeng Yu Xinchao Wang 110 4 0 17 Jun 2024
See It from My Perspective: How Language Affects Cultural Bias in Image Understanding Amith Ananthram Elias Stengel-Eskin Carl Vondrick Joey Tianyi Zhou VLM 151 7 0 17 Jun 2024
Uncertainty modeling for fine-tuned implicit functions A. Susmelj Mael Macuglia Nataša Tagasovska Reto Sutter Sebastiano Caprara Jean-Philippe Thiran E. Konukoglu 172 2 0 17 Jun 2024
NBA: defensive distillation for backdoor removal via neural behavior alignment Zonghao Ying Bin Wu AAML 71 10 0 16 Jun 2024
Predicting the Susceptibility of Examples to Catastrophic Forgetting Guy Hacohen Tinne Tuytelaars 68 3 0 14 Jun 2024
RobustSAM: Segment Anything Robustly on Degraded Images Wei-Ting Chen Yu-Jiet Vong Sy-Yen Kuo Sizhuo Ma Jian Wang VLM 100 12 0 13 Jun 2024
Reflecting on the State of Rehearsal-free Continual Learning with Pretrained Models Lukas Thede Karsten Roth Olivier J. Hénaff Matthias Bethge Zeynep Akata CLL 102 5 0 13 Jun 2024
Data-dependent and Oracle Bounds on Forgetting in Continual Learning Lior Friedman Ron Meir 144 0 0 13 Jun 2024
OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation Yunbei Zhang Akshay Mehra Jihun Hamm VLM 99 4 0 12 Jun 2024
Decoupling the Class Label and the Target Concept in Machine Unlearning Jianing Zhu Bo Han Jiangchao Yao Jianliang Xu Gang Niu Masashi Sugiyama CLL MU 69 4 0 12 Jun 2024
Continuous fake media detection: adapting deepfake detectors to new generative techniques Francesco Tassone Luca Maiano Irene Amerini 88 6 0 12 Jun 2024
Learning Continually by Spectral Regularization Alex Lewandowski Saurabh Kumar Dale Schuurmans András Gyorgy Marlos C. Machado CLL 94 6 0 10 Jun 2024
Merlin: A Vision Language Foundation Model for 3D Computed Tomography Louis Blankemeier Joseph Paul Cohen Ashwin Kumar Dave Van Veen Syed Jamal Safdar Gardezi ... Andrew L. Wentland C. Langlotz Jason Hom S. Gatidis Akshay S. Chaudhari LM&MA MedIm 98 41 0 10 Jun 2024
Towards Lifelong Learning of Large Language Models: A Survey Junhao Zheng Shengjie Qiu Chengming Shi Qianli Ma KELM CLL 89 29 0 10 Jun 2024
A Parameter-efficient Language Extension Framework for Multilingual ASR Wei Liu Jingyong Hou Dong Yang Muyong Cao Tan Lee CLL 125 2 0 10 Jun 2024
A Statistical Theory of Regularization-Based Continual Learning Xuyang Zhao Huiyuan Wang Weiran Huang Wei Lin 81 19 0 10 Jun 2024
Distributionally Robust Safe Sample Screening Hiroyuki Hanada Aoyama Tatsuya Akahane Satoshi Tomonari Tanaka Yoshito Okura ... Shion Takeno Taro Murayama Hanju Lee Shinya Kojima Ichiro Takeuchi OOD 43 0 0 10 Jun 2024
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching Xiaoying Zhang Baolin Peng Ye Tian Jingyan Zhou Yipeng Zhang Haitao Mi Helen Meng CLL KELM 172 8 0 10 Jun 2024
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning Sana Ayromlou Teresa S. M. Tsang Purang Abolmaesumi Xiaoxiao Li CLL 76 2 0 09 Jun 2024
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models Seungone Kim Juyoung Suk Ji Yong Cho Shayne Longpre Chaeeun Kim ... Sean Welleck Graham Neubig Moontae Lee Kyungjae Lee Minjoon Seo ELM ALM LM&MA 208 44 0 09 Jun 2024
Online DPO: Online Direct Preference Optimization with Fast-Slow Chasing Biqing Qi Pengfei Li Fangyuan Li Junqi Gao Kaiyan Zhang Bowen Zhou 104 18 0 08 Jun 2024
Data-Free Generative Replay for Class-Incremental Learning on Imbalanced Data Sohaib Younis Bernhard Seeger 86 0 0 07 Jun 2024
The Expanding Scope of the Stability Gap: Unveiling its Presence in Joint Incremental Learning of Homogeneous Tasks Sandesh Kamath Albin Soutif--Cormerais Joost van de Weijer Bogdan Raducanu 92 3 0 07 Jun 2024
Revisiting Catastrophic Forgetting in Large Language Model Tuning Hongyu Li Liang Ding Meng Fang Dacheng Tao CLL KELM 95 19 0 07 Jun 2024
Efficient Continual Finite-Sum Minimization Ioannis Mavrothalassitis Stratis Skoulakis L. Dadi Volkan Cevher 87 0 0 07 Jun 2024
LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR Zheshu Song Jianheng Zhuo Yifan Yang Ziyang Ma Shixiong Zhang Xie Chen 93 11 0 07 Jun 2024
CLoG: Benchmarking Continual Learning of Image Generation Models Haotian Zhang Junting Zhou Haowei Lin Hang Ye Jianhua Zhu Zihao Wang Liangcai Gao Yizhou Wang Yitao Liang DiffM VLM 77 3 0 07 Jun 2024
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning Yibo Yang Xiaojie Li Zhongzhu Zhou Shuaiwen Leon Song Jianlong Wu Liqiang Nie Guohao Li 120 14 0 07 Jun 2024
Step Out and Seek Around: On Warm-Start Training with Incremental Data Maying Shen Hongxu Yin Pavlo Molchanov Lei Mao Jose M. Alvarez CLL 106 1 0 06 Jun 2024
Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness Guangliang Liu Milad Afshari Xitong Zhang Zhiyu Xue Avrajit Ghosh Bidhan Bashyal Rongrong Wang K. Johnson 85 0 0 06 Jun 2024
HackAtari: Atari Learning Environments for Robust and Continual Reinforcement Learning Quentin Delfosse Johannes Czech Bjarne Gregori Kristian Kersting 99 8 0 06 Jun 2024
Memorization in deep learning: A survey Jiaheng Wei Yanjun Zhang Leo Yu Zhang Ming Ding Chao Chen Kok-Leong Ong Jun Zhang Yang Xiang 121 8 0 06 Jun 2024
Choice of PEFT Technique in Continual Learning: Prompt Tuning is Not All You Need Martin Wistuba Prabhu Teja Sivaprasad Lukas Balles Giovanni Zappella 90 1 0 05 Jun 2024
Continual Traffic Forecasting via Mixture of Experts Sanghyun Lee Chanyoung Park CLL 102 4 0 05 Jun 2024
Decision Boundary-aware Knowledge Consolidation Generates Better Instance-Incremental Learner Qiang Nie Weifu Fu Yuhuan Lin Jialin Li Yifeng Zhou Yong Liu Lei Zhu Chengjie Wang 104 0 0 05 Jun 2024
Mutual Information Guided Backdoor Mitigation for Pre-trained Encoders Tingxu Han Weisong Sun Ziqi Ding Chunrong Fang Hanwei Qian Jiaxun Li Zhenyu Chen Xiangyu Zhang AAML 100 7 0 05 Jun 2024
EdgeSync: Faster Edge-model Updating via Adaptive Continuous Learning for Video Data Drift Peng Zhao Runchu Dong Guiqin Wang Cong Zhao 126 2 0 05 Jun 2024
Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning Depeng Li Tianqi Wang Junwei Chen Wei Dai Zhigang Zeng CLL 96 1 0 04 Jun 2024
EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential Recommendation Yuda Wang Xuxin He Shengxin Zhu Mamba 123 9 0 04 Jun 2024
Parameterizing Federated Continual Learning for Reproducible Research Bart Cox Jeroen Galjaard Aditya Shankar Jérémie Decouchant Lydia Y. Chen FedML 107 0 0 04 Jun 2024
Unsupervised Few-Shot Continual Learning for Remote Sensing Image Scene Classification M. A. Ma'sum Mahardhika Pratama Ramasamy Savitha Lin Liu Habibullah Habibullah Ryszard Kowalczyk CLL 137 2 0 04 Jun 2024
HPE-CogVLM: New Head Pose Grounding Task Exploration on Vision Language Model Yu Tian Tianqi Shao Tsukasa Demizu Xuyang Wu Hsin-Tai Wu 75 3 0 04 Jun 2024
Towards Effective Time-Aware Language Representation: Exploring Enhanced Temporal Understanding in Language Models Jiexin Wang Adam Jatowt Yi Cai AI4CE 111 1 0 04 Jun 2024
The Empirical Impact of Forgetting and Transfer in Continual Visual Odometry Paolo Cudrano Xiaoyu Luo Matteo Matteucci CLL 65 0 0 03 Jun 2024
Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities G. Farnadi Mohammad Havaei Negar Rostamzadeh 82 3 0 03 Jun 2024
The Life Cycle of Large Language Models: A Review of Biases in Education Jinsook Lee Yann Hicke Renzhe Yu Christopher A. Brooks René F. Kizilcec AI4Ed 109 2 0 03 Jun 2024
iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets Mengxi Liu Sizhen Bian Bo Zhou P. Lukowicz HAI CLL 82 22 0 03 Jun 2024