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64 Results
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Poster
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Thu 16:30 |
Learning Discrete Latent Variable Structures with Tensor Rank Conditions Zhengming Chen · Ruichu Cai · Feng Xie · Jie Qiao · Anpeng Wu · Zijian Li · Zhifeng Hao · Kun Zhang |
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Workshop
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Sun 8:40 |
NeurIPS'24 Workshop on Causal Representation Learning Guangyi Chen · Haoxuan Li · Sara Magliacane · Zhijing Jin · Biwei Huang · Francesco Locatello · Peter Spirtes · Kun Zhang |
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Poster
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Thu 16:30 |
Learning diverse causally emergent representations from time series data David McSharry · Christos Kaplanis · Fernando Rosas · Pedro A.M Mediano |
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Workshop
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Efficient Experimentation for Estimation of Continuous and Discrete Conditional Treatment Effects Muhammed Razzak · Panagiotis Tigas · Andrew Jesson · Yarin Gal · Uri Shalit |
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Workshop
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Incentivizing Exploration With Causal Curiosity as Intrinsic Motivation Elias DURAND · Mehdi Khamassi |
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Workshop
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Deep Learning Methods for the Noniterative Conditional Expectation G-Formula for Causal Inference from Complex Observational Data Sophia Rein · Jing Li · Miguel Hernan · Andrew Beam |
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Poster
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Thu 11:00 |
Learning Discrete Concepts in Latent Hierarchical Models Lingjing Kong · Guangyi Chen · Biwei Huang · Eric Xing · Yuejie Chi · Kun Zhang |
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Poster
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Thu 11:00 |
Causal Context Adjustment Loss for Learned Image Compression Minghao Han · Shiyin Jiang · Shengxi Li · Xin Deng · Mai Xu · Ce Zhu · Shuhang Gu |
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Poster
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Thu 16:30 |
Learning Identifiable Factorized Causal Representations of Cellular Responses Haiyi Mao · Romain Lopez · Kai Liu · Jan-Christian Huetter · David Richmond · Panayiotis Benos · Lin Qiu |
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Poster
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Wed 16:30 |
CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense Mingkun Zhang · Keping Bi · Wei Chen · Quanrun Chen · Jiafeng Guo · Xueqi Cheng |
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Poster
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Thu 16:30 |
Learning 1D Causal Visual Representation with De-focus Attention Networks Tao Chenxin · Xizhou Zhu · Shiqian Su · Lewei Lu · Changyao Tian · Xuan Luo · Gao Huang · Hongsheng Li · Yu Qiao · Jie Zhou · Jifeng Dai |
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Poster
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Wed 16:30 |
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion Zhenheng Tang · Yonggang Zhang · Peijie Dong · Yiu-ming Cheung · Amelie Zhou · Bo Han · Xiaowen Chu |