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177 Results
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Poster
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Wed 14:00 |
Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models Rongjie Huang · Jiawei Huang · Dongchao Yang · Yi Ren · Luping Liu · Mingze Li · Zhenhui Ye · Jinglin Liu · Xiang Yin · Zhou Zhao |
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Workshop
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Risk-Aware Image Generation by Estimating and Propagating Uncertainty Alejandro Perez · Iaroslav Elistratov · Fynn Schmitt-Ulms · Ege Demir · Sadhana Lolla · Elaheh Ahmadi · Daniela Rus · Alexander Amini |
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Workshop
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RODEO: Robust Out-of-distribution Detection via Exposing Adaptive Outliers Hossein Mirzaei · Mohammad Jafari · Hamid Reza Dehbashi · Ali Ansari · Sepehr Ghobadi · Masoud Hadi · Arshia Soltani Moakhar · Mohammad Azizmalayeri · Mahdieh Soleymani Baghshah · Mohammad H Rohban |
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Workshop
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Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias Yue Yu · Yuchen Zhuang · Jieyu Zhang · Yu Meng · Alex Ratner · Ranjay Krishna · Jiaming Shen · Chao Zhang |
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Workshop
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BatchGFN: Generative Flow Networks for Batch Active Learning Shreshth Malik · Salem Lahlou · Andrew Jesson · Moksh Jain · Nikolay Malkin · Tristan Deleu · Yoshua Bengio · Yarin Gal |
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Workshop
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H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models Zhenyu Zhang · Ying Sheng · Tianyi Zhou · Tianlong Chen · Lianmin Zheng · Ruisi Cai · Zhao Song · Yuandong Tian · Christopher Re · Clark Barrett · Zhangyang “Atlas” Wang · Beidi Chen |
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Poster
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Wed 14:00 |
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning Yu Meng · Martin Michalski · Jiaxin Huang · Yu Zhang · Tarek Abdelzaher · Jiawei Han |
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Workshop
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A Comparative Study on Generative Models for High Resolution Solar Observation Imaging Mehdi Cherti · Alexander Czernik · Stefan Kesselheim · Frederic Effenberger · Jenia Jitsev |
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Oral
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Wed 19:40 |
FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU Ying Sheng · Lianmin Zheng · Binhang Yuan · Zhuohan Li · Max Ryabinin · Beidi Chen · Percy Liang · Christopher Re · Ion Stoica · Ce Zhang |
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Poster
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Thu 13:30 |
FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU Ying Sheng · Lianmin Zheng · Binhang Yuan · Zhuohan Li · Max Ryabinin · Beidi Chen · Percy Liang · Christopher Re · Ion Stoica · Ce Zhang |
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Workshop
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DisasterResponseGPT: Large Language Models for Accelerated Plan of Action Development in Disaster Response Scenarios Vinicius G. Goecks · Nicholas Waytowich |
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Workshop
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A Generative Model for Text Control in Minecraft Shalev Lifshitz · Keiran Paster · Harris Chan · Jimmy Ba · Sheila McIlraith |