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626 Results
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Poster
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Wed 16:30 |
On the Stability and Generalization of Meta-Learning Yunjuan Wang · Raman Arora |
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Poster
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Thu 16:30 |
Large Scale Transfer Learning for Tabular Data via Language Modeling Josh Gardner · Juan Perdomo · Ludwig Schmidt |
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Poster
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Thu 16:30 |
Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval Lixu Wang · Xinyu Du · Qi Zhu |
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Poster
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Fri 16:30 |
One-shot Federated Learning via Synthetic Distiller-Distillate Communication Junyuan Zhang · Songhua Liu · Xinchao Wang |
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Poster
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Thu 11:00 |
Disentangling and mitigating the impact of task similarity for continual learning Naoki Hiratani |
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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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Thu 11:00 |
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling Frederic Z. Zhang · Paul Albert · Cristian Rodriguez-Opazo · Anton van den Hengel · Ehsan Abbasnejad |
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Poster
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AUC Maximization under Positive Distribution Shift Atsutoshi Kumagai · Tomoharu Iwata · Hiroshi Takahashi · Taishi Nishiyama · Yasuhiro Fujiwara |
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Poster
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Thu 16:30 |
Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment Zhen-Yu Zhang · Zhiyu Xie · Huaxiu Yao · Masashi Sugiyama |
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Poster
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Thu 11:00 |
On Affine Homotopy between Language Encoders Robin Chan · Reda Boumasmoud · Anej Svete · Yuxin Ren · Qipeng Guo · Zhijing Jin · Shauli Ravfogel · Mrinmaya Sachan · Bernhard Schölkopf · Mennatallah El-Assady · Ryan Cotterell |
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Poster
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Fri 16:30 |
Understanding the Transferability of Representations via Task-Relatedness Akshay Mehra · Yunbei Zhang · Jihun Hamm |
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Workshop
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TabGraphs: A Benchmark and Strong Baselines for Learning on Graphs with Tabular Node Features Gleb Bazhenov · Oleg Platonov · Liudmila Prokhorenkova |