Search Results - "Jiralerspong, Marco"

AI4GCC -- Track 3: Consumption and the Challenges of Multi-Agent RL by Jiralerspong, Marco, Gidel, Gauthier

“…The AI4GCC competition presents a bold step forward in the direction of integrating machine learning with traditional economic policy analysis. Below, we…”
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Generating Diverse Vocal Bursts with StyleGAN2 and MEL-Spectrograms by Jiralerspong, Marco, Gidel, Gauthier

“…We describe our approach for the generative emotional vocal burst task (ExVo Generate) of the ICML Expressive Vocalizations Competition. We train a conditional…”
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General Causal Imputation via Synthetic Interventions by Jiralerspong, Marco, Jiralerspong, Thomas, Shah, Vedant, Sridhar, Dhanya, Gidel, Gauthier

“…Given two sets of elements (such as cell types and drug compounds), researchers typically only have access to a limited subset of their interactions. The task…”
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Expected flow networks in stochastic environments and two-player zero-sum games by Jiralerspong, Marco, Sun, Bilun, Vucetic, Danilo, Zhang, Tianyu, Bengio, Yoshua, Gidel, Gauthier, Malkin, Nikolay

“…Generative flow networks (GFlowNets) are sequential sampling models trained to match a given distribution. GFlowNets have been successfully applied to various…”
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On the Stability of Iterative Retraining of Generative Models on their own Data by Bertrand, Quentin, Bose, Avishek Joey, Duplessis, Alexandre, Jiralerspong, Marco, Gidel, Gauthier

“…Deep generative models have made tremendous progress in modeling complex data, often exhibiting generation quality that surpasses a typical human's ability to…”
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Feature Likelihood Divergence: Evaluating the Generalization of Generative Models Using Samples by Jiralerspong, Marco, Bose, Avishek Joey, Gemp, Ian, Qin, Chongli, Bachrach, Yoram, Gidel, Gauthier

“…The past few years have seen impressive progress in the development of deep generative models capable of producing high-dimensional, complex, and…”
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Proceedings of the ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts by Baird, Alice, Tzirakis, Panagiotis, Gidel, Gauthier, Jiralerspong, Marco, Muller, Eilif B, Mathewson, Kory, Schuller, Björn, Cambria, Erik, Keltner, Dacher, Cowen, Alan

“…This is the Proceedings of the ICML Expressive Vocalization (ExVo) Competition. The ExVo competition focuses on understanding and generating vocal bursts:…”
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The ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts by Baird, Alice, Tzirakis, Panagiotis, Gidel, Gauthier, Jiralerspong, Marco, Muller, Eilif B, Mathewson, Kory, Schuller, Björn, Cambria, Erik, Keltner, Dacher, Cowen, Alan

“…The ICML Expressive Vocalization (ExVo) Competition is focused on understanding and generating vocal bursts: laughs, gasps, cries, and other non-verbal…”
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