Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filteringby Klaus-Rudolf Kladny, Bernhard Schölkopf,…
Towards a Theoretical Understanding of Synthetic Data in LLM Post-Training: A Reverse-Bottleneck Perspectiveby Zeyu Gan,…
Forte : Finding Outliers with Representation Typicality Estimationby Debargha Ganguly, Warren Morningstar, Andrew Yu, Vipin…
Fair4Free: Generating High-fidelity Fair Synthetic Samples using Data Free Distillationby Md Fahim Sikder, Daniel de…
EnzymeFlow: Generating Reaction-specific Enzyme Catalytic Pockets through Flow Matching and Co-Evolutionary Dynamicsby Chenqing Hua, Yong…
Adaptive Learning of the Latent Space of Wasserstein Generative Adversarial Networksby Yixuan Qiu, Qingyi Gao,…
Ordinary Differential Equations for Enhanced 12-Lead ECG Generationby Yakir Yehuda, Kira RadinskyFirst submitted to arxiv…
RmGPT: Rotating Machinery Generative Pretrained Modelby Yilin Wang, Yifei Yu, Kong Sun, Peixuan Lei, Yuxuan…
GenCAD: Image-Conditioned Computer-Aided Design Generation with Transformer-Based Contrastive Representation and Diffusion Priorsby Md Ferdous Alam,…
A Distribution-Aware Flow-Matching for Generating Unstructured Data for Few-Shot Reinforcement Learningby Mohammad Pivezhandi, Abusayeed SaifullahFirst…