BERTgrid: Contextualized Embedding for 2D Document Representation and Understanding. - Timo I. Denk; Christian Reisswig (CoRR, 2019)

Contextual BERT: Conditioning the Language Model Using a Global State. - Timo I. Denk; Ana Peleteiro-Ramallo (CoRR, 2020)

Outfit Generation and Recommendation - An Experimental Study. - Marjan Celikik; Matthias Kirmse; Timo I. Denk; Pierre Gagliardi; Sahar Mbarek; Duy Pham; Ana Peleteiro-Ramallo (CoRR, 2022)

MusicLM: Generating Music From Text. - Andrea Agostinelli; Timo I. Denk; Zalán Borsos; Jesse H. Engel; Mauro Verzetti; Antoine Caillon; Qingqing Huang; Aren Jansen; Adam Roberts; Marco Tagliasacchi; Matthew Sharifi; Neil Zeghidour; et al. (CoRR, 2023)

Noise2Music: Text-conditioned Music Generation with Diffusion Models. - Qingqing Huang; Daniel S. Park; Tao Wang; Timo I. Denk; Andy Ly; Nanxin Chen; Zhengdong Zhang; Zhishuai Zhang; Jiahui Yu; Christian Havnø Frank; Jesse H. Engel; Quoc V. Le; et al. (CoRR, 2023)

V2Meow: Meowing to the Visual Beat via Music Generation. - Kun Su; Judith Yue Li; Qingqing Huang; Dima Kuzmin; Joonseok Lee; Chris Donahue; Fei Sha; Aren Jansen; Yu Wang; Mauro Verzetti; Timo I. Denk (CoRR, 2023)

Brain2Music: Reconstructing Music from Human Brain Activity. - Timo I. Denk; Yu Takagi; Takuya Matsuyama; Andrea Agostinelli; Tomoya Nakai; Christian Havnø Frank; Shinji Nishimoto (CoRR, 2023)

V2Meow: Meowing to the Visual Beat via Video-to-Music Generation. - Kun Su; Judith Yue Li; Qingqing Huang; Dima Kuzmin; Joonseok Lee; Chris Donahue; Fei Sha; Aren Jansen; Yu Wang; Mauro Verzetti; Timo I. Denk (AAAI, 2024)

Diff4Steer: Steerable Diffusion Prior for Generative Music Retrieval with Semantic Guidance. - Xuchan Bao; Judith Yue Li; Zhong Yi Wan; Kun Su; Timo I. Denk; Joonseok Lee; Dima Kuzmin; Fei Sha (ICASSP, 2025)