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Poster
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Thu 15:00
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[Re] Pure Noise to the Rescue of Insufficient Data
Ryan Lee · Seungmin Lee
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Oral
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Wed 8:00
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Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation
Diederik Kingma · Ruiqi Gao
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Workshop
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GraphRAG: Reasoning on Graphs with Retrieval-Augmented LLMs
Zhen Han · Anand Muralidhar · Aditya Degala
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Poster
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Wed 8:45
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Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation
Diederik Kingma · Ruiqi Gao
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Workshop
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Topological and Temporal Data Augmentation for Temporal Graph Networks
Haoran Liu · Jianling Wang · Kaize Ding · James Caverlee
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Poster
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Wed 15:00
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Anchor Data Augmentation
Nora Schneider · Shirin Goshtasbpour · Fernando Perez-Cruz
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Workshop
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Towards Generalizable SER: Soft Labeling and Data Augmentation for Modeling Temporal Emotion Shifts in Large-Scale Multilingual Speech
Mohamed Osman · Tamer Nadeem · Ghada khoriba
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Workshop
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Sat 14:20
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Towards Generalizable SER: Soft Labeling and Data Augmentation for Modeling Temporal Emotion Shifts in Large-Scale Multilingual Speech
Mohamed Osman · Tamer Nadeem · Ghada khoriba
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Workshop
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Sat 9:45
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Effective Data Augmentation With Diffusion Models
Max Gurinas · Brandon Trabucco
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Workshop
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Generating Data Augmentation Queries Using Large Language Models
Christopher Buss · Jasmin Mousavi · Mikhail Tokarev · Arash Termehchy · David Maier · Stefan Lee
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Workshop
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Sat 9:00
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Data Augmentations in Deep Weight Spaces
Aviv Shamsian
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Workshop
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TADA: Timestep-Aware Data Augmentation for Diffusion Models
NaHyeon Park · Kunhee Kim · Song Park · Jung-Woo Ha · Hyunjung Shim
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