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49 Results
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Poster
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Tue 9:00 |
Learning Probabilistic Models from Generator Latent Spaces with Hat EBM Mitch Hill · Erik Nijkamp · Jonathan Mitchell · Bo Pang · Song-Chun Zhu |
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Workshop
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Protein Sequence Design in a Latent Space via Model-based Reinforcement Learning Minji Lee · Luiz Felipe Vecchietti · Hyunkyu Jung · Hyunjoo Ro · Ho Min Kim · Meeyoung Cha |
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Poster
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Wed 14:00 |
Causal Discovery in Linear Latent Variable Models Subject to Measurement Error Yuqin Yang · AmirEmad Ghassami · Mohamed Nafea · Negar Kiyavash · Kun Zhang · Ilya Shpitser |
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Workshop
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Conditioned Spatial Downscaling of Climate Variables Alex Hung · Evan Becker · Ted Zadouri · Aditya Grover |
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Poster
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Tue 9:00 |
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model Hao Fei · Shengqiong Wu · Jingye Li · Bobo Li · Fei Li · Libo Qin · Meishan Zhang · Min Zhang · Tat-Seng Chua |
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Workshop
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Constructing compressed number lines of latent variables using a cognitive model of memory and deep neural networks Sahaj Singh Maini · James Mochizuki-Freeman · Chirag Shankar Indi · Brandon Jacques · Per B Sederberg · Marc Howard · Zoran Tiganj |
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Workshop
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Exploiting Variable Correlation with Masked Modeling for Anomaly Detection in Time Series Panagiotis Lymperopoulos · Yukun Li · Liping Liu |
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Poster
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Tue 9:00 |
Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts Neeraj Wagh · Jionghao Wei · Samarth Rawal · Brent M Berry · Yogatheesan Varatharajah |
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Poster
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Thu 9:00 |
Rethinking Nonlinear Instrumental Variable Models through Prediction Validity Chunxiao Li · Cynthia Rudin · Tyler H. McCormick |
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Poster
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Thu 9:00 |
Unsupervised Learning under Latent Label Shift Manley Roberts · Pranav Mani · Saurabh Garg · Zachary Lipton |
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Poster
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Tue 14:00 |
Mesoscopic modeling of hidden spiking neurons Shuqi Wang · Valentin Schmutz · Guillaume Bellec · Wulfram Gerstner |
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Poster
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Tue 9:00 |
Mask-based Latent Reconstruction for Reinforcement Learning Tao Yu · Zhizheng Zhang · Cuiling Lan · Yan Lu · Zhibo Chen |