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Poster
ChiroDiff: Modelling chirographic data with Diffusion Models
Ayan Das · Yongxin Yang · Timothy Hospedales · Tao Xiang · Yi-Zhe Song
Poster
Mon 2:30 Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization
Jivat Neet Kaur · Emre Kiciman · Amit Sharma
Oral
Mon 1:20 Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization
Jivat Neet Kaur · Emre Kiciman · Amit Sharma
Poster
Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning
Ting Chen · Ruixiang ZHANG · Geoffrey E Hinton
Poster
Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning
JIAHUI GAO · Renjie Pi · LIN Yong · Hang Xu · Jiacheng Ye · Zhiyong Wu · WEIZHONG ZHANG · Xiaodan Liang · Zhenguo Li · Lingpeng Kong
Poster
Arbitrary Virtual Try-on Network: Characteristics Representation and Trade-off between Body and Clothing
yu liu · Mingbo Zhao · Zhao Zhang · Jicong Fan · Yang Lou · shuicheng YAN
Workshop
Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling
Qidong Yang · Paula Harder · Venkatesh Ramesh · Alex Hernandez-Garcia · Daniela Szwarcman · Prasanna Sattigeri · Campbell Watson · David Rolnick
Affinity Workshop
Thu 1:30 KaggleX Talk: Deep generative models and data augmentation for detecting field boundaries for Rwandan smallholder farms by Stephane Njoki
Poster
Make-A-Video: Text-to-Video Generation without Text-Video Data
Uriel Singer · Adam Polyak · Thomas Hayes · Xi Yin · Jie An · Songyang Zhang · Qiyuan Hu · Harry Yang · Oron Ashual · Oran Gafni · Devi Parikh · Sonal Gupta · Yaniv Taigman
Poster
Synthetic Data Generation of Many-to-Many Datasets via Random Graph Generation
Kai Xu · Georgi Ganev · Emile Joubert · Rees Davison · Olivier Van Acker · Luke Robinson
Oral
Mon 6:50 Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions
Sitan Chen · Sinho Chewi · Jerry Li · Yuanzhi Li · Adil Salim · Anru Zhang
Poster
Mon 7:30 Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions
Sitan Chen · Sinho Chewi · Jerry Li · Yuanzhi Li · Adil Salim · Anru Zhang