Title
Swift Sampler: Efficient Learning of Sampler by 10 Parameters Jiawei Yao Chuming Li Canran Xiao 100 6 0 08 Oct 2024
Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning Saemi Moon M. Lee Sangdon Park Dongwoo Kim 102 3 0 08 Oct 2024
NegMerge: Sign-Consensual Weight Merging for Machine Unlearning Hyoseo Kim Dongyoon Han Junsuk Choe MU MoMe 98 3 0 08 Oct 2024
CASA: Class-Agnostic Shared Attributes in Vision-Language Models for Efficient Incremental Object Detection Mingyi Guo Yuyang Liu Zongying Lin Peixi Peng Yonghong Tian Yonghong Tian VLM 164 0 0 08 Oct 2024
Recent Advances of Multimodal Continual Learning: A Comprehensive Survey Dianzhi Yu Xinni Zhang Yankai Chen Aiwei Liu Yifei Zhang Philip S. Yu Irwin King VLM CLL 115 13 0 07 Oct 2024
Active Fine-Tuning of Multi-Task Policies Marco Bagatella Jonas Hübotter Georg Martius Andreas Krause 164 0 0 07 Oct 2024
DEPT: Decoupled Embeddings for Pre-training Language Models Alex Iacob Lorenzo Sani Meghdad Kurmanji William F. Shen Xinchi Qiu Dongqi Cai Yan Gao Nicholas D. Lane VLM 666 1 0 07 Oct 2024
Adjusting Pretrained Backbones for Performativity Berker Demirel Lingjing Kong Kun Zhang Theofanis Karaletsos Celestine Mendler-Dünner Francesco Locatello KELM 69 0 0 06 Oct 2024
IT $^3$ : Idempotent Test-Time Training Nikita Durasov Assaf Shocher Doruk Öner Gal Chechik Alexei A. Efros Pascal Fua OOD VLM 135 1 0 05 Oct 2024
Neutral residues: revisiting adapters for model extension Franck Signe Talla Hervé Jégou Edouard Grave 78 1 0 03 Oct 2024
Structural-Entropy-Based Sample Selection for Efficient and Effective Learning Tianchi Xie Jiangning Zhu Guozu Ma Minzhi Lin Wei Chen Weikai Yang Shixia Liu 89 2 0 03 Oct 2024
Undesirable Memorization in Large Language Models: A Survey Ali Satvaty Suzan Verberne Fatih Turkmen ELM PILM 212 7 0 03 Oct 2024
Thermodynamic Bayesian Inference Maxwell Aifer Samuel Duffield Kaelan Donatella Denis Melanson Phoebe Klett Zach Belateche Gavin Crooks Antonio J. Martinez Patrick J. Coles 69 4 0 02 Oct 2024
COOL: Efficient and Reliable Chain-Oriented Objective Logic with Neural Networks Feedback Control for Program Synthesis Jipeng Han 139 0 0 02 Oct 2024
Fair Class-Incremental Learning using Sample Weighting Jaeyoung Park Minsu Kim Steven Euijong Whang 102 0 0 02 Oct 2024
Fine-Grained Gradient Restriction: A Simple Approach for Mitigating Catastrophic Forgetting Bo Liu Mao Ye Peter Stone Qiang Liu CLL 127 0 0 01 Oct 2024
FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization Mingye Zhu Yi Liu Quan Wang Junbo Guo Zhendong Mao 65 1 0 01 Oct 2024
Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning Da-Wei Zhou Zi-Wen Cai Han-Jia Ye Lijun Zhang De-Chuan Zhan CLL AI4CE 198 2 0 01 Oct 2024
Mining Your Own Secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models Saurav Jha Shiqi Yang Masato Ishii Mengjie Zhao Christian Simon Muhammad Jehanzeb Mirza Dong Gong Lina Yao Shusuke Takahashi Yuki Mitsufuji DiffM 182 3 0 01 Oct 2024
Continual Human Pose Estimation for Incremental Integration of Keypoints and Pose Variations Muhammad Saif Ullah Khan Muhammad Ahmed Ullah Khan Muhammad Zeshan Afzal Didier Stricker CLL 94 1 0 30 Sep 2024
Collaborative Knowledge Distillation via a Learning-by-Education Node Community Anestis Kaimakamidis Ioannis Mademlis Ioannis Pitas 87 1 0 30 Sep 2024
M2Distill: Multi-Modal Distillation for Lifelong Imitation Learning Kaushik Roy Akila Dissanayake Brendan Tidd Peyman Moghadam CLL VLM 153 3 0 30 Sep 2024
Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement Zhehao Huang Xinwen Cheng Jinghao Zheng Haoran Wang Zhengbao He Tao Li Xiaolin Huang MU 110 9 0 29 Sep 2024
Learning Attentional Mixture of LoRAs for Language Model Continual Learning Jialin Liu Jianhua Wu Jie Liu Yutai Duan KELM CLL MoMe 55 2 0 29 Sep 2024
Psychometrics for Hypnopaedia-Aware Machinery via Chaotic Projection of Artificial Mental Imagery Ching-Chun Chang Kai Gao Shuying Xu Anastasia Kordoni Christopher Leckie Isao Echizen 79 0 0 29 Sep 2024
Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning Xinrui Wang Chuanxing Geng Wenhai Wan Shao-yuan Li Songcan Chen CLL 124 3 0 28 Sep 2024
A Parameter-Efficient Tuning Framework for Language-guided Object Grounding and Robot Grasping Houjian Yu Mingen Li Alireza Rezazadeh Yang Yang Changhyun Choi 125 2 0 28 Sep 2024
A3: Active Adversarial Alignment for Source-Free Domain Adaptation Chrisantus Eze Christopher Crick 84 0 0 27 Sep 2024
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning Grzegorz Rype'sć Sebastian Cygert Tomasz Trzciñski Bartłomiej Twardowski 114 4 0 26 Sep 2024
Continual learning with task specialist Indu Solomon Aye Phyu Phyu Aung Uttam Kumar Senthilnath Jayavelu VLM CLL 78 0 0 26 Sep 2024
Optimal Protocols for Continual Learning via Statistical Physics and Control Theory Francesco Mori Stefano Sarao Mannelli Francesca Mignacco 187 4 0 26 Sep 2024
Revisiting inverse Hessian vector products for calculating influence functions Yegor Klochkov Yang Liu TDI LLMSV 103 2 0 25 Sep 2024
Weighted Cross-entropy for Low-Resource Languages in Multilingual Speech Recognition Andrés Piñeiro-Martín C. García-Mateo Laura Docío-Fernández María del Carmen López-Pérez Georg Rehm 67 4 0 25 Sep 2024
Source-Free Domain Adaptation for YOLO Object Detection Simon Varailhon Masih Aminbeidokhti M. Pedersoli Eric Granger TTA ObjD 102 4 0 25 Sep 2024
Patch-Based Contrastive Learning and Memory Consolidation for Online Unsupervised Continual Learning Cameron Taylor Vassilis Vassiliades C. Dovrolis CLL 97 0 0 24 Sep 2024
Seeing Faces in Things: A Model and Dataset for Pareidolia Mark Hamilton Simon Stent Vasha Dutell Anne Harrington Jennifer Corbett R. Rosenholtz William T. Freeman CVBM 54 1 0 24 Sep 2024
Sequential Learning in the Dense Associative Memory Hayden McAlister Anthony Robins Lech Szymanski CLL 486 2 0 24 Sep 2024
Artificial Human Intelligence: The role of Humans in the Development of Next Generation AI Suayb S. Arslan 122 2 0 24 Sep 2024
Tiny Robotics Dataset and Benchmark for Continual Object Detection Francesco Pasti Riccardo De Monte Davide Dalle Pezze Gian Antonio Susto Nicola Bellotto 117 1 0 24 Sep 2024
From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks Clémentine Dominé Nicolas Anguita A. Proca Lukas Braun D. Kunin P. Mediano Andrew M. Saxe 153 6 0 22 Sep 2024
VLM-Vac: Enhancing Smart Vacuums through VLM Knowledge Distillation and Language-Guided Experience Replay Reihaneh Mirjalili Michael Krawez Florian Walter Wolfram Burgard 69 0 0 21 Sep 2024
Drift to Remember Jin Du Xinsong Zhang Hao Shen Xun Xian Ganghua Wang Jiawei Zhang Yuhong Yang Na Li Jia Liu Jie Ding CLL 58 0 0 21 Sep 2024
Persistent Backdoor Attacks in Continual Learning Zhen Guo Abhinav Kumar R. Tourani AAML 85 4 0 20 Sep 2024
Adaptive Margin Global Classifier for Exemplar-Free Class-Incremental Learning Zhongren Yao Xiaobin Chang 70 0 0 20 Sep 2024
Towards LifeSpan Cognitive Systems Yu Wang Chi Han Tongtong Wu Xiaoxin He Wangchunshu Zhou ... Zexue He Wei Wang Gholamreza Haffari Heng Ji Julian McAuley KELM CLL 508 2 0 20 Sep 2024
Inductive Spatial Temporal Prediction Under Data Drift with Informative Graph Neural Network Jialun Zheng Divya Saxena Jiannong Cao Hanchen Yang Penghui Ruan AI4TS 71 0 0 20 Sep 2024
Cross-Domain Content Generation with Domain-Specific Small Language Models Ankit Maloo Abhinav Garg CLL 54 0 0 19 Sep 2024
CMINNs: Compartment Model Informed Neural Networks -- Unlocking Drug Dynamics Nazanin Ahmadi Daryakenari Shupeng Wang George Karniadakis 435 5 0 19 Sep 2024
NPAT Null-Space Projected Adversarial Training Towards Zero Deterioration Hanyi Hu Qiao Han Kui Chen Yao Yang AAML 74 0 0 18 Sep 2024
Few-Shot Class-Incremental Learning with Non-IID Decentralized Data Cuiwei Liu Siang Xu Huaijun Qiu Jing Zhang Zhi Liu Liang Zhao CLL 91 0 0 18 Sep 2024