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GeezerVison is showing proceedings.mlr.press — Proceedings of Machine Learning Research [edit] Volume 274: Conference on Lifelong Learning Agents, 29 July to 1 August 2024, University of Pisa, Pisa, Italy[edit] Editors: Vincenzo Lomonaco, Stefano Melacci, Tinne Tuytelaars, Sarath Chandar, Razvan Pascanu Filter Authors: Filter Titles: Automatic Pruning of Fine-tuning Datasets for Transformer-based Language Models Sayed Mohammadreza Tayaranian Hosseini, Seyyed Hasan Mozafari, Brett H. Meyer, James J. Clark, Warren J. Gross; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:1-28 [abs][Download PDF] Simplified priors for Object-Centric Learning Vihang Prakash Patil, Andreas Radler, Daniel Klotz, Sepp Hochreiter; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:29-48 [abs][Download PDF] A Contrastive Symmetric Forward-Forward Algorithm (SFFA) for Continual Learning Tasks Erik B Terres-Escudero, Javier Del Ser, Pablo Garcia-Bringas; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:49-69 [abs][Download PDF] Masked Autoencoders are Efficient Continual Federated Learners Subarnaduti Paul, Lars-Joel Frey, Roshni Ramanna Kamath, Kristian Kersting, Martin Mundt; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:70-85 [abs][Download PDF] Towards More Diverse Evaluation of Class Incremental Learning: Representation Learning Perspective Sungmin Cha, Jihwan Kwak, Dongsub Shim, Hyunwoo Kim, Moontae Lee, Honglak Lee, Taesup Moon; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:86-101 [abs][Download PDF] Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning Fahad Sarfraz, Bahram Zonooz, Elahe Arani; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:102-120 [abs][Download PDF] Local vs Global continual learning Giulia Lanzillotta, Sidak Pal Singh, Benjamin F Grewe, Thomas Hofmann; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:121-143 [abs][Download PDF] Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning Prashant Shivaram Bhat, Bharath Chennamkulam Renjith, Elahe Arani, Bahram Zonooz; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:144-160 [abs][Download PDF] Replaying with Realistic Latent Vectors in Generative Continual Learning Hyemin Jeong, Seong-Woong Kim, Dong-Wan Choi; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:161-178 [abs][Download PDF] Memory Head for Pre-Trained Backbones in Continual Learning Matteo Tiezzi, Federico Becattini, Simone Marullo, Stefano Melacci; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:179-197 [abs][Download PDF] Hadamard Domain Training with Integers for Class Incremental Quantized Learning Martin Schiemer, Clemens JS Schaefer, Mark James Horeni, Yu Emma Wang, Juan Ye, Siddharth Joshi; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:198-220 [abs][Download PDF] Subspace-Configurable Networks Dong Wang, Olga Saukh, Xiaoxi He, Lothar Thiele; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:221-251 [abs][Download PDF] Adaptive Action Advising with Different Rewards Yue Guo, Xijia Zhang, Simon Stepputtis, Joseph Campbell, Katia P. Sycara; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:252-267 [abs][Download PDF] Diffusion Augmented Agents: A Framework for Efficient Exploration and Transfer Learning Norman Di Palo, Leonard Hasenclever, Jan Humplik, Arunkumar Byravan; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:268-284 [abs][Download PDF] Learning to learn without forgetting using attention Anna Vettoruzzo, Joaquin Vanschoren, Mohamed-Rafik Bouguelia, Thorsteinn S. Rögnvaldsson; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:285-300 [abs][Download PDF] Cross-Domain Policy Transfer by Representation Alignment via Multi-Domain Behavioral Cloning Hayato Watahiki, Ryo Iwase, Ryosuke Unno, Yoshimasa Tsuruoka; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:301-323 [abs][Download PDF] Gradual Fine-Tuning with Graph Routing for Multi-Source Unsupervised Domain Adaptation Yao Ma, Samuel Louvan, Zhunxuan Wang; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:324-341 [abs][Download PDF] On the Limitation and Experience Replay for GNNs in Continual Learning Junwei Su, Difan Zou, Chuan Wu; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:342-366 [abs][Download PDF] PANDAS: Prototype-based Novel Class Discovery and Detection Tyler L. Hayes, César Roberto de Souza, Namil Kim, Jiwon Kim, Riccardo Volpi, Diane Larlus; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:367-387 [abs][Download PDF] Integrating Present and Past in Unsupervised Continual Learning Yipeng Zhang, Laurent Charlin, Richard Zemel, Mengye Ren; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:388-409 [abs][Download PDF] Maintaining Plasticity in Continual Learning via Regenerative Regularization Saurabh Kumar, Henrik Marklund, Benjamin Van Roy; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:410-430 [abs][Download PDF] Continual Learning of Diffusion Models with Generative Distillation Sergi Masip, Pau Rodriguez, Tinne Tuytelaars, Gido M van de Ven; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:431-456 [abs][Download PDF] iWISDM: Assessing instruction following in multimodal models at scale Xiaoxuan Lei, Lucas Gomez, Hao Yuan Bai, Pouya Bashivan; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:457-480 [abs][Download PDF] t-DGR: A Trajectory-Based Deep Generative Replay Method for Continual Learning in Decision Making William Yue, Bo Liu, Peter Stone; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:481-497 [abs][Download PDF] Infinite dSprites for Disentangled Continual Learning: Separating Memory Edits from Generalization Sebastian Dziadzio, Çagatay Yildiz, Gido M. van de Ven, Tomasz Trzcinski, Tinne Tuytelaars, Matthias Bethge; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:498-513 [abs][Download PDF] Channel-Selective Normalization for Label-Shift Robust Test-Time Adaptation Pedro Vianna, Muawiz Sajjad Chaudhary, Paria Mehrbod, An Tang, Guy Cloutier, Guy Wolf, Michael Eickenberg, Eugene Belilovsky; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:514-533 [abs][Download PDF] From Categories to Classifiers: Name-Only Continual Learning by Exploring the Web Ameya Prabhu, Hasan Abed Al Kader Hammoud, Ser-Nam Lim, Bernard Ghanem, Philip Torr, Adel Bibi; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:534-559 [abs][Download PDF] Tomorrow Brings Greater Knowledge: Large Language Models Join Dynamic Temporal Knowledge Graphs Christian Di Maio, Andrea Zugarini, Francesco Giannini, Marco Maggini, Stefano Melacci; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:560-576 [abs][Download PDF] Consistency Regularisation for Unsupervised Domain Adaptation in Monocular Depth Estimation Amir El-Ghoussani, Julia Hornauer, Gustavo Carneiro, Vasileios Belagiannis; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:577-596 [abs][Download PDF] Continual Learning for Unsupervised Concept Bottleneck Discovery Luca Salvatore Lorello, Marco Lippi, Stefano Melacci; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:597-619 [abs][Download PDF] Label Augmentation for Neural Networks Robustness Fatemeh Amerehi, Patrick Healy; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:620-640 [abs][Download PDF] Stable Update of Regression Trees Morten Blørstad, Berent Ånund Strømnes Lunde, Nello Blaser; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:641-651 [abs][Download PDF] Towards realistic incremental scenario in class incremental semantic segmentation Jihwan Kwak, Sungmin Cha, Taesup Moon; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:652-671 [abs][Download PDF] POWN: Prototypical Open-World Node Classification Marcel Hoffmann, Lukas Galke, Ansgar Scherp; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:672-691 [abs][Download PDF] Compositional Interfaces for Compositional Generalization Jelena Luketina, Jack Lanchantin, Sainbayar Sukhbaatar, Arthur Szlam; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:692-709 [abs][Download PDF] ARCLE: The Abstraction and Reasoning Corpus Learning Environment for Reinforcement Learning Hosung Lee, Sejin Kim, Seungpil Lee, Sanha Hwang, Jihwan Lee, Byung-Jun Lee, Sundong Kim; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:710-731 [abs][Download PDF] Enhanced Label Propagation through Affinity Matrix Fusion for Source-Free Domain Adaptation Li Guo, Yuxuan Xia, Shengjie Wang; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:732-749 [abs][Download PDF] Disentangling the Causes of Plasticity Loss in Neural Networks Clare Lyle, Zeyu Zheng, Khimya Khetarpal, Hado van Hasselt, Razvan Pascanu, James Martens, Will Dabney; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:750-783 [abs][Download PDF] Decoupled Prompt-Adapter Tuning for Continual Activity Recognition Di Fu, Thanh Vinh Vo, Haozhe Ma, Tze-Yun Leong; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:784-797 [abs][Download PDF] Optimizing the Learning Rate for the Online Training of Neural Networks Lucas Cazzonelli, Cedric Kulbach, Steffen Thoma; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:798-814 [abs][Download PDF] Keep moving: identifying task-relevant subspaces to maximise plasticity for newly learned tasks Daniel Anthes, Sushrut Thorat, Peter König, Tim C Kietzmann; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:815-831 [abs][Download PDF] Probabilistic Test-Time Generalization by Variational Neighbor-Labeling Sameer Ambekar, Zehao Xiao, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:832-851 [abs][Download PDF] Less is more: Summarizing Patch Tokens for efficient Multi-Label Class-Incremental Learning Thomas De Min, Massimiliano Mancini, Stéphane Lathuilière, Subhankar Roy, Elisa Ricci; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:852-868 [abs][Download PDF] SymbolicAI: A framework for logic-based approaches combining generative models and solvers Marius-Constantin Dinu, Claudiu Leoveanu-Condrei, Markus Holzleitner, Werner Zellinger, Sepp Hochreiter; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:869-914 [abs][Download PDF] Chunking: Continual Learning is not just about Distribution Shift Thomas L Lee, Amos Storkey; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:915-937 [abs][Download PDF] Patch-Based Contrastive Learning and Memory Consolidation for Online Unsupervised Continual Learning Cameron Ethan Taylor, Vassilis Vassiliades, Constantine Dovrolis; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:938-958 [abs][Download PDF] Partial Models for Building Adaptive Model-Based Reinforcement Learning Agents Safa Alver, Ali Rahimi-Kalahroudi, Doina Precup; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:959-977 [abs][Download PDF] The Empirical Impact of Forgetting and Transfer in Continual Visual Odometry Paolo Cudrano, Xiaoyu Luo, Matteo Matteucci; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:978-995 [abs][Download PDF] An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates Albin Soutif, Simone Magistri, Joost van de Weijer, Andrew D. Bagdanov; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:996-1012 [abs][Download PDF] Statistical Context Detection for Deep Lifelong Reinforcement Learning Jeffery Dick, Saptarshi Nath, Christos Peridis, Eseoghene Ben-Iwhiwhu, Soheil Kolouri, Andrea Soltoggio; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:1013-1031 [abs][Download PDF] GRASP: A Rehearsal Policy for Efficient Online Continual Learning Md Yousuf Harun, Jhair Gallardo, Junyu Chen, Christopher Kanan; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:1032-1052 [abs][Download PDF] Sub-goal Distillation: A Method to Improve Small Language Agents Maryam Hashemzadeh, Elias Stengel-Eskin, Sarath Chandar, Marc-Alexandre Côté; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:1053-1075 [abs][Download PDF] Reflecting on the State of Rehearsal-Free Continual Learning with Pretrained Models Lukas Thede, Karsten Roth, Olivier J Henaff, Matthias Bethge, Zeynep Akata; Proceedings of The 3rd Conference on Lifelong Learning Agents, PMLR 274:1076-1093 [abs][Download PDF] subscribe via RSS |
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