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85 Results
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Poster
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Fri 11:00 |
Bigger, Regularized, Optimistic: scaling for compute and sample efficient continuous control Michal Nauman · Mateusz Ostaszewski · Krzysztof Jankowski · Piotr Miłoś · Marek Cygan |
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Poster
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Fri 16:30 |
A Topology-aware Graph Coarsening Framework for Continual Graph Learning Xiaoxue Han · Zhuo Feng · Yue Ning |
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Workshop
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Optimal Protocols for Continual Learning via Statistical Physics and Control Theory Francesco Mori · Stefano Sarao Mannelli · Francesca Mignacco |
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Workshop
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A Theory of Initialisation's Impact on Specialisation Devon Jarvis · Sebastian Lee · Clémentine Dominé · Andrew Saxe · Stefano Sarao Mannelli |
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Poster
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Stabilizing Zero-Shot Prediction: A Novel Antidote to Forgetting in Continual Vision-Language Tasks Zijian Gao · Xingxing Zhang · Kele Xu · Xinjun Mao · Huaimin Wang |
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Poster
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Wed 16:30 |
Saliency-driven Experience Replay for Continual Learning Giovanni Bellitto · Federica Proietto Salanitri · Matteo Pennisi · Matteo Boschini · Lorenzo Bonicelli · Angelo Porrello · SIMONE CALDERARA · Simone Palazzo · Concetto Spampinato |
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Workshop
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Enhancing Memory Retention in Continual Model-Based Reinforcement Learning Haotian Fu · Yixiang Sun · Michael Littman · George Konidaris |
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Poster
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Thu 16:30 |
SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models Linglan Zhao · Xuerui Zhang · Ke Yan · Shouhong Ding · Weiran Huang |
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Poster
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Fri 11:00 |
Excluding the Irrelevant: Focusing Reinforcement Learning through Continuous Action Masking Roland Stolz · Hanna Krasowski · Jakob Thumm · Michael Eichelbeck · Philipp Gassert · Matthias Althoff |
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Poster
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Wed 16:30 |
Can neural operators always be continuously discretized? Takashi Furuya · Michael Puthawala · Matti Lassas · Maarten V. de Hoop |
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Poster
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Thu 16:30 |
Continual learning with the neural tangent ensemble Ari Benjamin · Christian-Gernot Pehle · Kyle Daruwalla |
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Workshop
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RAR-Agent: Retrieval Augmented Reflection Learning from Scratch for Reasoning Shipeng Xie · Haichao Zhu · Da Chen |