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178 Results
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Poster
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"Lossless" Compression of Deep Neural Networks: A High-dimensional Neural Tangent Kernel Approach lingyu gu · Yongqi Du · yuan zhang · Di Xie · Shiliang Pu · Robert Qiu · Zhenyu Liao |
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Workshop
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PhAST: Physics-Aware, Scalable, and Task-specific GNNs for accelerated catalyst design ALEXANDRE DUVAL · Victor Schmidt · Alex Hernandez-Garcia · Santiago Miret · Yoshua Bengio · David Rolnick |
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Poster
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Tue 9:00 |
Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures Emmanuel Abbe · Samy Bengio · Elisabetta Cornacchia · Jon Kleinberg · Aryo Lotfi · Maithra Raghu · Chiyuan Zhang |
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Workshop
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Robust task-specific adaption of models for drug-target interaction prediction Emma Svensson · Pieter-Jan Hoedt · Sepp Hochreiter · Günter Klambauer |
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Poster
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Tue 14:00 |
Models Out of Line: A Fourier Lens on Distribution Shift Robustness Sara Fridovich-Keil · Brian Bartoldson · James Diffenderfer · Bhavya Kailkhura · Timo Bremer |
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Workshop
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Capsa: A Unified Framework for Quantifying Risk in Deep Neural Networks Sadhana Lolla · Iaroslav Elistratov · Alejandro Perez · Elaheh Ahmadi · Daniela Rus · Alexander Amini |
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Poster
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Wed 14:00 |
Environment Diversification with Multi-head Neural Network for Invariant Learning Bo-Wei Huang · Keng-Te Liao · Chang-Sheng Kao · Shou-De Lin |
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Poster
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Wed 14:00 |
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier–Stokes Solutions Florent Bonnet · Jocelyn Mazari · Paola Cinnella · Patrick Gallinari |
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Poster
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M2N: Mesh Movement Networks for PDE Solvers Wenbin Song · Mingrui Zhang · Joseph G Wallwork · Junpeng Gao · Zheng Tian · Fanglei Sun · Matthew Piggott · Junqing Chen · Zuoqiang Shi · Xiang Chen · Jun Wang |
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Poster
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Wed 14:00 |
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP Andreas Fürst · Elisabeth Rumetshofer · Johannes Lehner · Viet T. Tran · Fei Tang · Hubert Ramsauer · David Kreil · Michael Kopp · Günter Klambauer · Angela Bitto · Sepp Hochreiter |