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Poster
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Thu 16:30
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Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning
Seo Yeongbin · Dongha Lee · Jinyoung Yeo
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Poster
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Thu 16:30
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Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets
Vijaya Raghavan Ramkumar · Elahe Arani · Bahram Zonooz
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Affinity Event
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Reinforcement Learning-Based Multi-Objective Traffic Signal Control with Emergency Vehicle and Pedestrian Prioritization
IMANE BRIKI · Maryam Alami Chentoufi · Rachid Ellaia
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Affinity Event
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CoMRIAD: A Novel Deep Learning-based Neuroimage Analysis Pipeline for Improved Alzheimer’s Disease Detection by Combining Magnetic Resonance Image Planes
Noushath Shaffi · Mufti Mahmud
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Affinity Event
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Robust Split-Federated Learning model Using Co-learning mechanism for Medical Image Segmentation
Zahra Hafezi · Hadi Hadizadeh · Parvaneh Saeedi
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Poster
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Fri 16:30
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QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation
Zhuo Chen · Rumen Dangovski · Charlotte Loh · Owen Dugan · Di Luo · Marin Soljacic
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Poster
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Fri 16:30
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Understanding the Transferability of Representations via Task-Relatedness
Akshay Mehra · Yunbei Zhang · Jihun Hamm
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Poster
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Wed 16:30
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Causal-learn: Causal Discovery in Python
Yujia Zheng · Biwei Huang · Wei Chen · Joseph D Ramsey · Mingming Gong · Ruichu Cai · Shohei Shimizu · Peter Spirtes · Kun Zhang
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Poster
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Thu 16:30
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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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Thu 16:30
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Q-Distribution guided Q-learning for offline reinforcement learning: Uncertainty penalized Q-value via consistency model
Jing Zhang · Linjiajie Fang · Kexin SHI · Wenjia Wang · Bingyi Jing
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Poster
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Thu 11:00
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V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark
Yi Xin · Siqi Luo · Xuyang Liu · Yuntao Du. · Haodi Zhou · Xinyu Cheng · Christina Lee · Junlong Du · Haozhe Wang · MingCai Chen · Ting Liu · Guimin Hu · Zhongwei Wan · rongchao zhang · Aoxue Li · Mingyang Yi · Xiaohong Liu
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Poster
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Thu 16:30
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First-Explore, then Exploit: Meta-Learning to Solve Hard Exploration-Exploitation Trade-Offs
Ben Norman · Jeff Clune
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