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Honglak Lee

University of Michigan, Ann Arbor

Unsupervised Task Graph Generation from Instructional Video Transcripts

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Feb 17, 2023
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Learning to Unlearn: Instance-wise Unlearning for Pre-trained Classifiers

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Jan 27, 2023
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Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching

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Jan 07, 2023
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Neural Shape Compiler: A Unified Framework for Transforming between Text, Point Cloud, and Program

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Dec 25, 2022
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Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders

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Dec 14, 2022
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Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost

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Oct 27, 2022
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UniCLIP: Unified Framework for Contrastive Language-Image Pre-training

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Sep 27, 2022
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Grouping-matrix based Graph Pooling with Adaptive Number of Clusters

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Sep 07, 2022
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Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks

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Jul 20, 2022
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Pure Transformers are Powerful Graph Learners

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Jul 06, 2022
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