Paul Liang

Reading list for research topics in multimodal machine learning

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[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning

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Collection of advice for prospective and current PhD students

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[NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations

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[AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning

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[ICLR 2019] Learning Factorized Multimodal Representations

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[TMLR 2022] High-Modality Multimodal Transformer

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[ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models

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[ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models

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[ACL 2020] Towards Debiasing Sentence Representations

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