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Workshop
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Physically-primed deep-neural-networks for generalized undersampled MRI reconstruction
Nitzan Avidan · Moti Freiman
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Affinity Workshop
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Graph Convolutional Neural Network-based Quality Assessment of Light Field Images
Sana Alamgeer
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Poster
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Tue 9:00
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Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference
Vo Nguyen Le Duy · Shogo Iwazaki · Ichiro Takeuchi
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Poster
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Wed 14:00
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Look where you look! Saliency-guided Q-networks for generalization in visual Reinforcement Learning
David Bertoin · Adil Zouitine · Mehdi Zouitine · Emmanuel Rachelson
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Poster
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Wed 9:00
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A Quantitative Geometric Approach to Neural-Network Smoothness
Zi Wang · Gautam Prakriya · Somesh Jha
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Poster
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Tue 9:00
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The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks
Konstantinos Pantazis · Avanti Athreya · Jesus Arroyo · William N Frost · Evan S Hill · Vince Lyzinski
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Poster
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[Re] Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction
Urša Zrimšek
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Poster
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Wed 9:00
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Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs
Seiji Maekawa · Koki Noda · Yuya Sasaki · makoto onizuka
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Poster
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Wed 14:00
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[Re] Nondeterminism and Instability in Neural Network Optimization
Waqas Ahmed · Sheeba Samuel
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Poster
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Wed 9:00
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Left Heavy Tails and the Effectiveness of the Policy and Value Networks in DNN-based best-first search for Sokoban Planning
Dieqiao Feng · Carla Gomes · Bart Selman
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Poster
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Tue 14:00
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Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems
Abishek Thangamuthu · Gunjan Kumar · Suresh Bishnoi · Ravinder Bhattoo · N M Anoop Krishnan · Sayan Ranu
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Poster
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Thu 14:00
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BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs
Kay Liu · Yingtong Dou · Yue Zhao · Xueying Ding · Xiyang Hu · Ruitong Zhang · Kaize Ding · Canyu Chen · Hao Peng · Kai Shu · Lichao Sun · Jundong Li · George H Chen · Zhihao Jia · Philip S Yu
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