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Taylor Berg-Kirkpatrick

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MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization

Feb 18, 2024
Yasaman Jafari, Dheeraj Mekala, Rose Yu, Taylor Berg-Kirkpatrick

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DITTO: Diffusion Inference-Time T-Optimization for Music Generation

Jan 22, 2024
Zachary Novack, Julian McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan

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A Block Metropolis-Hastings Sampler for Controllable Energy-based Text Generation

Dec 07, 2023
Jarad Forristal, Niloofar Mireshghallah, Greg Durrett, Taylor Berg-Kirkpatrick

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URL-BERT: Training Webpage Representations via Social Media Engagements

Oct 25, 2023
Ayesha Qamar, Chetan Verma, Ahmed El-Kishky, Sumit Binnani, Sneha Mehta, Taylor Berg-Kirkpatrick

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Unsupervised Lead Sheet Generation via Semantic Compression

Oct 16, 2023
Zachary Novack, Nikita Srivatsan, Taylor Berg-Kirkpatrick, Julian McAuley

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Exploring the Relationship Between Model Architecture and In-Context Learning Ability

Oct 12, 2023
Ivan Lee, Nan Jiang, Taylor Berg-Kirkpatrick

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Misusing Tools in Large Language Models With Visual Adversarial Examples

Oct 04, 2023
Xiaohan Fu, Zihan Wang, Shuheng Li, Rajesh K. Gupta, Niloofar Mireshghallah, Taylor Berg-Kirkpatrick, Earlence Fernandes

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Towards Improving Harmonic Sensitivity and Prediction Stability for Singing Melody Extraction

Aug 04, 2023
Keren Shao, Ke Chen, Taylor Berg-Kirkpatrick, Shlomo Dubnov

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MusicLDM: Enhancing Novelty in Text-to-Music Generation Using Beat-Synchronous Mixup Strategies

Aug 03, 2023
Ke Chen, Yusong Wu, Haohe Liu, Marianna Nezhurina, Taylor Berg-Kirkpatrick, Shlomo Dubnov

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CLIPSonic: Text-to-Audio Synthesis with Unlabeled Videos and Pretrained Language-Vision Models

Jun 16, 2023
Hao-Wen Dong, Xiaoyu Liu, Jordi Pons, Gautam Bhattacharya, Santiago Pascual, Joan Serrà, Taylor Berg-Kirkpatrick, Julian McAuley

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