#generative models
32 papers · 1 filter
WanToFight: Real-Time Generative Game Engine for Multi-Player Combat Interaction
Li Hu, Guangyuan Wang, Peng Zhang +1
WanToFight is a generative game engine that uses a video diffusion transformer to produce real-time, two-player fighting game visuals from keyboard inputs, handling multi-player co…
Sample Efficient Generative Optimization for Molecular Design
Sarina Kopf, Cristina Nevado, Philippe Schwaller
The paper proposes SEGO, a Bayesian optimization framework that steers a generative model to propose molecules, achieving strong molecular design performance with far fewer expensi…
Contrastive-Augmented Flow Matching for Style-Content Disentanglement
Yusong Li, Pingchuan Ma, Ming Gui +2
The paper proposes Contrastive Augmented Flow Matching (CAtFM), a method that adds contrastive regularization to invertible flow matching to learn disentangled content and style re…
SeamGen: Artist-Aligned UV Seam Generation via Graph Flow Matching
Hao Xu, Yuqing Zhang, Yiqian Wu +5
The paper introduces SeamGen, a generative model that learns artist-preferred UV seam layouts from existing data using flow‑matching and a mesh‑aware Transformer, enabling controll…
CatRetriever: Contrastive Representation Learning for Slab-to-Bulk Retrieval in Generative Catalyst Discovery
Jungho Oh, Woosung Kim, Dong Hyeon Mok +2
The paper introduces CatRetriever, a contrastive representation learning model that maps catalyst slab structures to their corresponding bulk crystals, enabling accurate retrieval…
Teaching Speech Enhancement Models to Sing: Domain Adaptation from Speech Enhancement to Singing Voice Separation
Paul A. Bereuter, Mark D. Plumbley, Alois Sontacchi
The paper adapts pretrained speech enhancement models to perform singing voice separation using fine‑tuning and low‑rank adaptation, achieving better separation with limited singin…