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divergence minimization

11 papers

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Co-occurring keywords

generative adversarial network (1939) variational inference (2069) policy learning (699) jensen-shannon divergence (49) imitation learning (741) wasserstein distance (417) policy optimization (630) domain generalization (1517) image retrieval (599) direct preference optimization (317)

Papers

Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences Through f-Divergence Minimization AAAI 2025
Image Retrieval with Self-Supervised Divergence Minimization and Cross-Attention Classification IJCAI 2024
Variational Resampling AISTATS 2024
On Divergence Measures for Training GFlowNets NIPS 2024
MonoFlow: Rethinking Divergence GANs via the Perspective of Wasserstein Gradient Flows ICML 2023
LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation NIPS 2022
Bridging the Gap Between f-GANs and Wasserstein GANs ICML 2020
Stabilizing Adversarial Invariance Induction from Divergence Minimization Perspective IJCAI 2020
A Divergence Minimization Perspective on Imitation Learning Methods CORL 2019
A Convex Duality Framework for GANs NIPS 2018
Statistical Inference with Unnormalized Discrete Models and Localized Homogeneous Divergences JMLR 2017