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Workshop
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Improving Precision in Language Models Learning from Invalid Samples
Niels Larsen · Giorgio Giannone · Ole Winther · Kai Blin
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Poster
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Wed 15:00
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Your representations are in the network: composable and parallel adaptation for large scale models
Yonatan Dukler · Alessandro Achille · Hao Yang · Varsha Vivek · Luca Zancato · Benjamin Bowman · Avinash Ravichandran · Charless Fowlkes · Ashwin Swaminathan · Stefano Soatto
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Poster
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Tue 15:15
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Foundation Model is Efficient Multimodal Multitask Model Selector
Fanqing Meng · Wenqi Shao · zhanglin peng · Chonghe Jiang · Kaipeng Zhang · Yu Qiao · Ping Luo
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Workshop
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Extracting an Informative Latent Representation of High-Dimensional Galaxy Spectra
Daiki Iwasaki · Suchetha Cooray · Tsutomu Takeuchi
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Workshop
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Elucidating the Relationship Between Climate Change and Poverty using Graph Neural Networks, Ensemble Models, and Remote Sensing Data
Parinthapat Pengpun · Alessandro Salatiello
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Workshop
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Fri 12:15
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Reusing pretrained models for learning and unlearning tasks
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Workshop
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Selective Perception: Learning Concise State Descriptions for Language Model Actors
Kolby T Nottingham · Yasaman Razeghi · Kyungmin Kim · JB Lanier · Pierre Baldi · Roy Fox · Sameer Singh
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Poster
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Wed 15:00
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ZipLM: Inference-Aware Structured Pruning of Language Models
Eldar Kurtić · Elias Frantar · Dan Alistarh · Dan Alistarh
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Workshop
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Sat 12:00
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Active and Online Learning with Large (and Combinatorial) Models
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Workshop
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Sat 7:35
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Invited talk: Federated Learning with Public and Private Data: From Small Models to Large, and Back
Zheng Xu
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Workshop
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Fri 14:50
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Poster session 2
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Workshop
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Selective Perception: Learning Concise State Descriptions for Language Model Actors
Kolby T Nottingham · Yasaman Razeghi · Kyungmin Kim · JB Lanier · Pierre Baldi · Roy Fox · Sameer Singh
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