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Poster
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Mon 10:30 |
EXACT: Scalable Graph Neural Networks Training via Extreme Activation Compression Zirui Liu · Kaixiong Zhou · Fan Yang · Li Li · Rui Chen · Xia Hu |
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Poster
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Thu 10:30 |
Information Bottleneck: Exact Analysis of (Quantized) Neural Networks Stephan Lorenzen · Christian Igel · Mads Nielsen |
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Poster
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Tue 10:30 |
VC dimension of partially quantized neural networks in the overparametrized regime Yutong Wang · Clayton Scott |
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Poster
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Thu 18:30 |
QUERY EFFICIENT DECISION BASED SPARSE ATTACKS AGAINST BLACK-BOX DEEP LEARNING MODELS Viet Vo · Ehsan Abbasnejad · Damith Ranasinghe |
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Poster
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Thu 2:30 |
Learning to Extend Molecular Scaffolds with Structural Motifs Krzysztof Maziarz · Henry Jackson-Flux · Pashmina Cameron · Finton Sirockin · Nadine Schneider · Nikolaus Stiefl · Marwin Segler · Marc Brockschmidt |
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Poster
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Tue 2:30 |
Neural Variational Dropout Processes Insu Jeon · Youngjin Park · Gunhee Kim |
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Spotlight
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Wed 2:30 |
On the Optimal Memorization Power of ReLU Neural Networks Gal Vardi · Gilad Yehudai · Ohad Shamir |
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Workshop
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Message passing all the way up Petar Veličković |
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Poster
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Thu 18:30 |
Reverse Engineering of Imperceptible Adversarial Image Perturbations Yifan Gong · Yuguang Yao · Yize Li · Yimeng Zhang · Xiaoming Liu · Xue Lin · Sijia Liu |
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Poster
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Mon 18:30 |
Equivariant Transformers for Neural Network based Molecular Potentials Philipp Thölke · Gianni De Fabritiis |
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Workshop
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Fri 7:40 |
Local Signal Adaptivity: Feature learning in Neural networks beyond kernels Aarti Singh |
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Poster
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Tue 2:30 |
Self-Supervised Inference in State-Space Models David Ruhe · Patrick Forré |