3 papers
cs.IR2024
A Universal Sets-level Optimization Framework for Next Set Recommendation
Yuli Liu, Min Liu, Christian Walder +1
Next Set Recommendation (NSRec), encompassing related tasks such as next basket recommendation and temporal sets prediction, stands as a trending research topic. Although numerous…
cs.IR2024
Learning k-Determinantal Point Processes for Personalized Ranking
Yuli Liu, Christian Walder, Lexing Xie
The key to personalized recommendation is to predict a personalized ranking on a catalog of items by modeling the user's preferences. There are many personalized ranking approaches…
cs.SD2024
SoundLoCD: An Efficient Conditional Discrete Contrastive Latent Diffusion Model for Text-to-Sound Generation
Xinlei Niu, Jing Zhang, Christian Walder +1
We present SoundLoCD, a novel text-to-sound generation framework, which incorporates a LoRA-based conditional discrete contrastive latent diffusion model. Unlike recent large-scale…