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32 Results
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Workshop
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Distribution Aware Active Learning via Gaussian Mixtures Younghyun Park · Dong-Jun Han · Jungwuk Park · Wonjeong Choi · Humaira Kousar · Jaekyun Moon |
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Poster
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Mon 7:30 |
Near-optimal Policy Identification in Active Reinforcement Learning Xiang Li · Viraj Mehta · Johannes Kirschner · Ian Char · Willie Neiswanger · Jeff Schneider · Andreas Krause · Ilija Bogunovic |
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Oral
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Mon 6:50 |
Near-optimal Policy Identification in Active Reinforcement Learning Xiang Li · Viraj Mehta · Johannes Kirschner · Ian Char · Willie Neiswanger · Jeff Schneider · Andreas Krause · Ilija Bogunovic |
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Poster
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Tue 7:30 |
The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers Zonglin Li · Chong You · Srinadh Bhojanapalli · Daliang Li · Ankit Singh Rawat · Sashank Reddi · Ke Ye · Felix Chern · Felix Yu · Ruiqi Guo · Sanjiv Kumar |
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Poster
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Tue 7:30 |
Active Learning for Object Detection with Evidential Deep Learning and Hierarchical Uncertainty Aggregation Younghyun Park · Wonjeong Choi · Soyeong Kim · Dong-Jun Han · Jaekyun Moon |
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Poster
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Scalable Batch-Mode Deep Bayesian Active Learning via Equivalence Class Annealing Renyu Zhang · Aly Khan · Robert Grossman · Yuxin Chen |
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Poster
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Wed 2:30 |
Selective Annotation Makes Language Models Better Few-Shot Learners Hongjin SU · Jungo Kasai · Chen Henry Wu · Weijia Shi · Tianlu Wang · Jiayi Xin · Rui Zhang · Mari Ostendorf · Luke Zettlemoyer · Noah Smith · Tao Yu |
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Poster
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BALTO: fast tensor program optimization with diversity-based active learning Jun Bi · Xiaqing Li · Qi Guo · Rui Zhang · Yuanbo Wen · Xing Hu · Zidong Du · Xinkai Song · Yifan Hao · Yunji Chen |