We introduce Autoregressive Diffusion Models (ARDMs), a model class encompassing and generalizing order-agnostic autoregressive models (Uria et al., 2014) and absorbing discrete diffusion (Austin et al., 2021), which we show are special cases of ARDMs under mild assumptions. ARDMs are simple to ...
Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting. 5. Energy-Based Models Learning Energy-Based Models by Diffusion Recovery Likelihood Latent Diffusion Energy-Based Model for Interpretable Text Modeling Citing If you find this work useful, please cite our pap...
GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation. ICLR 2020. paper Chence Shi, Minkai Xu, Zhaocheng Zhu, Weinan Zhang, Ming Zhang, Jian Tang. Combinatorial Optimization Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search. NeurIPS 2018. paper Zh...
11463 A CTC ALIGNMENT-BASED NON-AUTOREGRESSIVE TRANSFORMER FOR END-TO-END AUTOMATIC SPEECH RECOGNITION 4646 A Deep Representation Learning-based Speech Enhancement Method Using Complex Convolution Recurrent Variational Autoencoder 6415 A DENSENET-BASED METHOD FOR DECODING AUDITORY SPATIAL ATTENTION WITH EEG ...
1. Auto-Split: A General Framework of Collaborative Edge-Cloud AI. (from Jian Pei) 2. Semi-Supervised Learning using Siamese Networks. (from Eibe Frank, Bernhard Pfahringer) 3. Finite-time System Identification and Adaptive Control in Autoregressive Exogenous Systems. (from Babak Hassibi) ...
MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers - Dec, 2023 Neutral Editing Framework for Diffusion-based Video Editing - Dec, 2023 VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence - Nov, 2023 VIDiff: Translating Videos via Multi...
Autoregressive modeling has been a huge success in the field of natural language processing (NLP). 3D Generation Survey +1 616 Paper Code On Inductive Biases That Enable Generalization of Diffusion Transformers 1 code implementation • 28 Oct 2024 • Jie An, De Wang, Pengsheng Guo, Jie...
2024-06-12 Self-supervised Learning of Neural Implicit Feature Fields for Camera Pose Refinement 用于相机姿态细化的神经隐式特征场的自监督学习 Maxime Pietrantoni, Gabriela Csurka, Martin Humenberger, Torsten Sattler arxiv.org/pdf/2406.0846 null 2024-06-12 DocSynthv2: A Practical Autoregressive Model...
2024-06-14 MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers MeshAnything:艺术家使用自回归变换器创建网格生成 Yiwen Chen, Tong He, Di Huang, Weicai Ye, Sijin Chen, Jiaxiang Tang, Xin Chen, Zhongang Cai, Lei Yang, Gang Yu, et.al. arxiv.org/pdf/2406.1016 link 202...
Complex-valued Neural Network Framework with Applications to Electroencephalogram (EEG). (from Xiaogang Wang)5. Bayesian regularization of empirical MDPs. (from Inderjit Dhillon)6. AdaCat: Adaptive Categorical Discretization for Autoregressive Models. (from Pieter Abbeel)7. Semi-supervised Learning of ...