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Tassilo Klein

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Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models

Jan 24, 2024
Tassilo Klein, Moin Nabi

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miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings

Nov 09, 2022
Tassilo Klein, Moin Nabi

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Mixture-of-experts VAEs can disregard variation in surjective multimodal data

Apr 11, 2022
Jannik Wolff, Tassilo Klein, Moin Nabi, Rahul G. Krishnan, Shinichi Nakajima

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SCD: Self-Contrastive Decorrelation for Sentence Embeddings

Mar 15, 2022
Tassilo Klein, Moin Nabi

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Attention-based Contrastive Learning for Winograd Schemas

Sep 10, 2021
Tassilo Klein, Moin Nabi

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Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models

Sep 10, 2021
Tassilo Klein, Moin Nabi

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Multimodal Prototypical Networks for Few-shot Learning

Nov 17, 2020
Frederik Pahde, Mihai Puscas, Tassilo Klein, Moin Nabi

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Learning Graph-Based Priors for Generalized Zero-Shot Learning

Oct 22, 2020
Colin Samplawski, Jannik Wolff, Tassilo Klein, Moin Nabi

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Contrastive Self-Supervised Learning for Commonsense Reasoning

May 02, 2020
Tassilo Klein, Moin Nabi

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Multimodal Self-Supervised Learning for Medical Image Analysis

Dec 11, 2019
Aiham Taleb, Christoph Lippert, Tassilo Klein, Moin Nabi

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