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82 Results
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Poster
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Tue 14:00 |
Real-Valued Backpropagation is Unsuitable for Complex-Valued Neural Networks Zhi-Hao Tan · Yi Xie · Yuan Jiang · Zhi-Hua Zhou |
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Affinity Workshop
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Detecting Synthetic Opioids with NQR Spectroscopy and Complex-Valued Signal Denoising Amber Day · Natalie Klein · Michael Malone · Harris Mason · Sinead Williamson |
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Poster
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Thu 9:00 |
Scalable Sensitivity and Uncertainty Analyses for Causal-Effect Estimates of Continuous-Valued Interventions Andrew Jesson · Alyson Douglas · Peter Manshausen · Maëlys Solal · Nicolai Meinshausen · Philip Stier · Yarin Gal · Uri Shalit |
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Workshop
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Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks Jesse Farebrother · Joshua Greaves · Rishabh Agarwal · Charline Le Lan · Ross Goroshin · Pablo Samuel Castro · Marc Bellemare |
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Poster
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Wed 14:00 |
Rethinking and Improving Robustness of Convolutional Neural Networks: a Shapley Value-based Approach in Frequency Domain Yiting Chen · Qibing Ren · Junchi Yan |
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Workshop
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Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks Jesse Farebrother · Joshua Greaves · Rishabh Agarwal · Charline Le Lan · Ross Goroshin · Pablo Samuel Castro · Marc Bellemare |
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Poster
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Tue 9:00 |
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 |
Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping Hao Sun · Lei Han · Rui Yang · Xiaoteng Ma · Jian Guo · Bolei Zhou |
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Poster
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Tue 9:00 |
Deciding What to Model: Value-Equivalent Sampling for Reinforcement Learning Dilip Arumugam · Benjamin Van Roy |
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Workshop
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Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training Jason Yecheng Ma · Shagun Sodhani · Dinesh Jayaraman · Osbert Bastani · Vikash Kumar · Amy Zhang |
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Workshop
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Fri 12:25 |
Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors Thomas Hartvigsen · Swami Sankaranarayanan · Hamid Palangi · Yoon Kim · Marzyeh Ghassemi |
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Workshop
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Hydranet: A Neural Network for the estimation of Multi-valued Treatment Effects Borja Velasco · Jesus Cerquides · Josep Arcos |