Researchers Propose Mitigation Strategies to Tackle Overinterpretation of Deep Learning Methods - MarkTechPost

Linking pages

Russian Bioinformaticians Have Created A Neural Network Architecture That Can Evaluate How Well An RNA Guide Has Been Chosen For Gene Editing - MarkTechPost https://www.marktechpost.com/2022/01/02/russian-bioinformaticians-have-created-a-neural-network-architecture-that-can-evaluate-how-well-an-rna-guide-has-been-chosen-for-gene-editing/ 2 comments
Amazon Research Introduces Deep Reinforcement Learning For NLU Ranking Tasks - MarkTechPost https://www.marktechpost.com/2022/01/03/amazon-research-introduces-deep-reinforcement-learning-for-nlu-ranking-tasks/ 0 comments
Last Week in AI #149: AI enables brain interface for robot control, Deep Learning suffers from overinterpretation https://lastweekin.ai/p/149 0 comments

Linked pages

Check Out This DeepMind's New Language Model, Chinchilla (70B Parameters), Which Significantly Outperforms Gopher (280B) and GPT-3 (175B) on a Large Range of Downstream Evaluation Tasks - MarkTechPost https://www.marktechpost.com/2022/04/09/check-out-this-deepminds-new-language-model-chinchilla-70b-parameters-which-significantly-outperforms-gopher-280b-and-gpt-3-175b-on-a-large-range-of-downstream-evaluation-tasks/ 146 comments
[2003.08907] Overinterpretation reveals image classification model pathologies https://arxiv.org/abs/2003.08907 47 comments
Microsoft Researchers Introduce 'Jigsaw': An AI Tool To Augment Large Language Models (GPT-3, Codex, etc.) By Deploying Post-Processing Techniques That Understand The Programs’ Syntax And Semantics - MarkTechPost https://www.marktechpost.com/2022/04/04/microsoft-researchers-introduce-jigsaw-an-ai-tool-to-augment-large-language-models-gpt-3-codex-etc-by-deploying-post-processing-techniques-that-understand-the-programs-syntax-and-se/ 2 comments
Russian Bioinformaticians Have Created A Neural Network Architecture That Can Evaluate How Well An RNA Guide Has Been Chosen For Gene Editing - MarkTechPost https://www.marktechpost.com/2022/01/02/russian-bioinformaticians-have-created-a-neural-network-architecture-that-can-evaluate-how-well-an-rna-guide-has-been-chosen-for-gene-editing/ 2 comments
Amazon Research Introduces Deep Reinforcement Learning For NLU Ranking Tasks - MarkTechPost https://www.marktechpost.com/2022/01/03/amazon-research-introduces-deep-reinforcement-learning-for-nlu-ranking-tasks/ 0 comments
Google AI's Latest Research on Language Model Proposes Two Different Sequence-To-Sequence Approaches Toward Zero-Shot Transfer For Dialogue Modeling - MarkTechPost https://www.marktechpost.com/2022/04/17/google-ais-latest-research-on-language-model-proposes-two-different-sequence-to-sequence-approaches-toward-zero-shot-transfer-for-dialogue-modeling/ 0 comments