Taylor Berg-Kirkpatrick
University of California, San Diego
H-index: 37
North America-United States
Top articles of Taylor Berg-Kirkpatrick
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
MusicLDM: Enhancing novelty in text-to-music generation using beat-synchronous mixup strategies | (ICASSP 2024) IEEE International Conference on Acoustics, Speech and Signal Processing | Ke Chen Yusong Wu Haohe Liu Marianna Nezhurina Taylor Berg-Kirkpatrick | 2024/4/14 |
Smaller Language Models are Better Zero-shot Machine-Generated Text Detectors | Niloofar Mireshghallah Justus Mattern Sicun Gao Reza Shokri Taylor Berg-Kirkpatrick | 2024/3 | |
MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization | arXiv preprint arXiv:2402.11711 | Yasaman Jafari Dheeraj Mekala Rose Yu Taylor Berg-Kirkpatrick | 2024/2/18 |
DITTO: Diffusion Inference-Time T-Optimization for Music Generation | arXiv preprint arXiv:2401.12179 | Zachary Novack Julian McAuley Taylor Berg-Kirkpatrick Nicholas J Bryan | 2024/1/22 |
Membership inference attacks against language models via neighbourhood comparison | arXiv preprint arXiv:2305.18462 | Justus Mattern Fatemehsadat Mireshghallah Zhijing Jin Bernhard Schölkopf Mrinmaya Sachan | 2023/5/29 |
Towards Improving Harmonic Sensitivity and Prediction Stability for Singing Melody Extraction | (ISMIR 2023) the 24th International Society for Music Information Retrieval Conference | Keren Shao Ke Chen Taylor Berg-Kirkpatrick Shlomo Dubnov | 2023/8/4 |
Unsupervised Lead Sheet Generation via Semantic Compression | arXiv preprint arXiv:2310.10772 | Zachary Novack Nikita Srivatsan Taylor Berg-Kirkpatrick Julian McAuley | 2023/10/16 |
A Block Metropolis-Hastings Sampler for Controllable Energy-based Text Generation | arXiv preprint arXiv:2312.04510 | Jarad Forristal Niloofar Mireshghallah Greg Durrett Taylor Berg-Kirkpatrick | 2023/12/7 |
Climabench: A benchmark dataset for climate change text understanding in english | arXiv e-prints | Tanmay Laud Daniel Spokoyny Tom Corringham Taylor Berg-Kirkpatrick | 2023/1 |
Text Conditional Alt-Text Generation for Twitter Images | arXiv preprint arXiv:2305.14779 | Nikita Srivatsan Sofia Samaniego Omar Florez Taylor Berg-Kirkpatrick | 2023/5/24 |
Contrastive attention networks for attribution of early modern print | Proceedings of the AAAI Conference on Artificial Intelligence, 37(4), 5285-5293. https://doi.org/10.1609/aaai.v37i4.25659 | Nikolai Vogler Kartik Goyal Kishore PV Reddy Elizaveta Pertseva Samuel V Lemley | 2023/6/12 |
Alt-Text with Context: Improving Accessibility for Images on Twitter | Nikita Srivatsan Sofia Samaniego Omar Florez Taylor Berg-Kirkpatrick | 2023/10/13 | |
CuneiML: A Cuneiform Dataset for Machine Learning | Danlu Chen Aditi Agarwal Taylor Berg-Kirkpatrick Jacobo Myerston | 2023/12/6 | |
Smaller language models are better black-box machine-generated text detectors | Fatemehsadat Mireshghallah Justus Mattern Sicun Gao Reza Shokri Taylor Berg-Kirkpatrick | 2024 | |
Large-scale contrastive language-audio pretraining with feature fusion and keyword-to-caption augmentation | Ke Chen* Yusong Wu* Tianyu Zhang Yuchen Hui Taylor Berg-Kirkpatrick | 2023/6/4 | |
Exploring the relationship between model architecture and in-context learning ability | arXiv preprint arXiv:2310.08049 | Ivan Lee Nan Jiang Taylor Berg-Kirkpatrick | 2023/10/12 |
Simple Temporal Adaptation to Changing Label Sets: Hashtag Prediction via Dense KNN | Niloofar Mireshghallah Nikolai Vogler Junxian He Omar Florez Ahmed El-Kishky | 2023/12 | |
Universal source separation with weakly labelled data | arXiv preprint arXiv:2305.07447 | Qiuqiang Kong Ke Chen Haohe Liu Xingjian Du Taylor Berg-Kirkpatrick | 2023/5/11 |
Multitrack music transformer | Hao-Wen Dong Ke Chen Shlomo Dubnov Julian McAuley Taylor Berg-Kirkpatrick | 2023/6/4 | |
Misusing Tools in Large Language Models With Visual Adversarial Examples | arXiv preprint arXiv:2310.03185 | Xiaohan Fu Zihan Wang Shuheng Li Rajesh K Gupta Niloofar Mireshghallah | 2023/10/4 |
