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Poster
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Fri 11:00
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CRONOS: Enhancing Deep Learning with Scalable GPU Accelerated Convex Neural Networks
Miria Feng · Zachary Frangella · Mert Pilanci
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Workshop
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Uncertainty Quantification From Scaling Laws in Deep Neural Networks
Ibrahim Elsharkawy · Yonatan Kahn · Benjamin Hooberman
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Poster
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Fri 11:00
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Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception
Shuangpeng Han · Ziyu Wang · Mengmi Zhang
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Workshop
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Sun 12:00
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Deep activity propagation via weight initialization in spiking neural networks
Aurora Micheli · Olaf Booij · Jan van Gemert · Nergis Tomen
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Poster
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Fri 11:00
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WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks
Jun Xia · Zhihao Yue · Yingbo Zhou · Zhiwei Ling · Yiyu Shi · Xian Wei · Mingsong Chen
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Poster
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Wed 11:00
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Scalable Neural Network Verification with Branch-and-bound Inferred Cutting Planes
Duo Zhou · Christopher Brix · Grani A. Hanasusanto · Huan Zhang
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Poster
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Thu 11:00
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Deep Equilibrium Algorithmic Reasoning
Dobrik Georgiev · Joseph Wilson · Davide Buffelli · Pietro Lió
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Affinity Event
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GCC Aware Glaucoma Detection Using Macula OCT Image Analysis Based on Deep Convolutional Neural Networks
Hana Mekonen Tamiru
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Poster
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Fri 16:30
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Stability and Generalization of Adversarial Training for Shallow Neural Networks with Smooth Activation
Kaibo Zhang · Yunjuan Wang · Raman Arora
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Workshop
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Early Exiting in Deep Neural Networks via Dirichlet-based Uncertainty Quantification
Feng Xia · Jake Snell · Tom Griffiths
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Workshop
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Sparsely Connected Layers for Financial Tabular Data
Mohammed Abdulrahman · Yin Wang · Hui Chen
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Workshop
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Error-controlled interaction discovery in deep neural networks
Winston Chen · Yifan Jiang · William Stafford Noble · Yang Lu
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