conftrace_

distribution matching

127 papers

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Also known as

DM

Co-occurring keywords

domain adaptation (4595) optimal transport (948) generative adversarial network (1944) transfer learning (5449) maximum mean discrepancy (164) generative model (2892) unsupervised learning (3264) adversarial learning (1595) wasserstein distance (417) diffusion model (3751)

Papers

Spider GAN: Leveraging Friendly Neighbors To Accelerate GAN Training CVPR 2023
Learning to Re-weight Examples with Optimal Transport for Imbalanced Classification NIPS 2022
Inferring Versatile Behavior from Demonstrations by Matching Geometric Descriptors CORL 2022
Fairness by “Where”: A Statistically-Robust and Model-Agnostic Bi-level Learning Framework AAAI 2022
Beyond Learning Features: Training a Fully-Functional Classifier with ZERO Instance-Level Labels AAAI 2022
You Only Live Once: Single-Life Reinforcement Learning NIPS 2022
Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments NIPS 2022
Heatmap Distribution Matching for Human Pose Estimation NIPS 2022
Translating Robot Skills: Learning Unsupervised Skill Correspondences Across Robots ICML 2022
DC-SSL: Addressing Mismatched Class Distribution in Semi-Supervised Learning CVPR 2022
Cycle Consistent Probability Divergences Across Different Spaces AISTATS 2022
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting NIPS 2022
Generating Distributional Adversarial Examples to Evade Statistical Detectors ICML 2022
Transferring the Contamination Factor between Anomaly Detection Domains by Shape Similarity AAAI 2022
Run-Sort-ReRun: Escaping Batch Size Limitations in Sliced Wasserstein Generative Models ICML 2021
Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation ACL 2021
Mask-Embedded Discriminator With Region-Based Semantic Regularization for Semi-Supervised Class-Conditional Image Synthesis CVPR 2021
MobILE: Model-Based Imitation Learning From Observation Alone NIPS 2021
Distribution Matching for Rationalization AAAI 2021
Multi-task Learning by Leveraging the Semantic Information AAAI 2021
On Generating Transferable Targeted Perturbations ICCV 2021
DAT: Training Deep Networks Robust To Label-Noise by Matching the Feature Distributions CVPR 2021
Conditional Bures Metric for Domain Adaptation CVPR 2021
Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation IJCNLP 2021
Cross-Domain Speech Recognition with Unsupervised Character-Level Distribution Matching INTERSPEECH 2021