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25 Results
Workshop
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A Theory of Initialisation's Impact on Specialisation Devon Jarvis · Sebastian Lee · Clémentine Dominé · Andrew Saxe · Stefano Sarao Mannelli |
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Poster
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Wed 11:00 |
CODA: A Correlation-Oriented Disentanglement and Augmentation Modeling Scheme for Better Resisting Subpopulation Shifts Ziquan OU · Zijun Zhang |
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Workshop
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Multi-task Learning yields Disentangled World Models: Impact and Implications Pantelis Vafidis · Aman Bhargava · Antonio Rangel |
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Poster
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Wed 16:30 |
Transferring disentangled representations: bridging the gap between synthetic and real images Jacopo Dapueto · Nicoletta Noceti · Francesca Odone |
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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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Workshop
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Disentangling the Effects of Data Augmentation and Format Transform in Self-Supervised Learning of Image Representations Neha Kalibhat · Warren Morningstar · Alex Bijamov · Luyang Liu · Karan Singhal · Philip Mansfield |
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Workshop
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An Information Criterion for Controlled Disentanglement of Multimodal Data Chenyu Wang · Sharut Gupta · Xinyi Zhang · Sana Tonekaboni · Stefanie Jegelka · Tommi Jaakkola · Caroline Uhler |
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Workshop
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An Information Criterion for Controlled Disentanglement of Multimodal Data Chenyu Wang · Sharut Gupta · Xinyi Zhang · Sana Tonekaboni · Stefanie Jegelka · Tommi Jaakkola · Caroline Uhler |
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Workshop
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Multi-task Learning yields Disentangled World Models: Impact and Implications Pantelis Vafidis · Aman Bhargava · Antonio Rangel |
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Workshop
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Best Unpacking DPO and PPO: Disentangling Practices for Learning from Preference Feedback Hamish Ivison · Yizhong Wang · Jiacheng Liu · Zeqiu Wu · Valentina Pyatkin · Nathan Lambert · Noah Smith · Yejin Choi · Hannaneh Hajishirzi |
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Poster
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Thu 16:30 |
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback Hamish Ivison · Yizhong Wang · Jiacheng Liu · Zeqiu Wu · Valentina Pyatkin · Nathan Lambert · Noah Smith · Yejin Choi · Hanna Hajishirzi |
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Poster
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Thu 11:00 |
Graph-based Unsupervised Disentangled Representation Learning via Multimodal Large Language Models Baao Xie · Qiuyu Chen · Yunnan Wang · Zequn Zhang · Xin Jin · Wenjun Zeng |