Summary of Collapse or Thrive? Perils and Promises Of Synthetic Data in a Self-generating World, by Joshua Kazdan et al.
Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating Worldby Joshua Kazdan,…
Summary of A Simple Model Of Inference Scaling Laws, by Noam Levi
A Simple Model of Inference Scaling Lawsby Noam LeviFirst submitted to arxiv on: 21 Oct…
Summary of 2-rectifications Are Enough For Straight Flows: a Theoretical Insight Into Wasserstein Convergence, by Saptarshi Roy et al.
2-Rectifications are Enough for Straight Flows: A Theoretical Insight into Wasserstein Convergenceby Saptarshi Roy, Vansh…
Summary of G-neurodavis: a Neural Network Model For Generalized Embedding, Data Visualization and Sample Generation, by Chayan Maitra and Rajat K. De
G-NeuroDAVIS: A Neural Network model for generalized embedding, data visualization and sample generationby Chayan Maitra,…
Summary of Generative Conformal Prediction with Vectorized Non-conformity Scores, by Minxing Zheng et al.
Generative Conformal Prediction with Vectorized Non-Conformity Scoresby Minxing Zheng, Shixiang ZhuFirst submitted to arxiv on:…
Summary of An Online Learning Approach to Prompt-based Selection Of Generative Models, by Xiaoyan Hu et al.
An Online Learning Approach to Prompt-based Selection of Generative Modelsby Xiaoyan Hu, Ho-fung Leung, Farzan…
Summary of Gesubnet: Gene Interaction Inference For Disease Subtype Network Generation, by Ziwei Yang et al.
GeSubNet: Gene Interaction Inference for Disease Subtype Network Generationby Ziwei Yang, Zheng Chen, Xin Liu,…
Summary of Geometric Trajectory Diffusion Models, by Jiaqi Han et al.
Geometric Trajectory Diffusion Modelsby Jiaqi Han, Minkai Xu, Aaron Lou, Haotian Ye, Stefano ErmonFirst submitted…
Summary of Unigem: a Unified Approach to Generation and Property Prediction For Molecules, by Shikun Feng et al.
UniGEM: A Unified Approach to Generation and Property Prediction for Moleculesby Shikun Feng, Yuyan Ni,…
Summary of Gaussian Mixture Vector Quantization with Aggregated Categorical Posterior, by Mingyuan Yan et al.
Gaussian Mixture Vector Quantization with Aggregated Categorical Posteriorby Mingyuan Yan, Jiawei Wu, Rushi Shah, Dianbo…