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Taylor Berg-Kirkpatrick — most-cited papers & profile · AI for Code
← authors
·
overview
Taylor Berg-Kirkpatrick
28
papers ·
355
citations ·
37
h-index
UC San Diego Health System · University of California San Diego
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions
2017 · 242 citations
Grammar-aligned Decoding
2024 · 38 citations
Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm
2020 · 23 citations
Fast Text-to-Audio Generation with Adversarial Post-Training
2025 · 13 citations
An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition
2021 · 6 citations
Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation
2022 · 6 citations
Misusing Tools in Large Language Models With Visual Adversarial Examples
2023 · 6 citations
Multitrack Music Transformer
2022 · 3 citations
MusicLDM: Enhancing Novelty in Text-to-Music Generation Using Beat-Synchronous Mixup Strategies
2023 · 3 citations
DITTO: Diffusion Inference-Time T-Optimization for Music Generation
2024 · 3 citations
Imprompter: Tricking LLM Agents into Improper Tool Use
2024 · 2 citations
BACHI: Boundary-Aware Symbolic Chord Recognition Through Masked Iterative Decoding on Pop and Classical Music
2025 · 1 citations
HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection
2022 · 1 citations
Low-Resource Guidance for Controllable Latent Audio Diffusion
2026
Low-Resource Guidance for Controllable Latent Audio Diffusion
2026
Topics
Audio Generation
Music Generation
Audio Understanding
Multimodal Audio
Speech Recognition
Safety & Alignment
Diffusion Models
Text-to-Video
Text-to-Image
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