conftrace_

probability distribution

265 papers

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Co-occurring keywords

optimal transport (948) generative model (2892) neural network (6616) probabilistic modeling (852) language model (4599) normalizing flow (354) bayesian inference (1907) uncertainty quantification (1393) kernel methods (1097) large language model (13587)

Papers

Wasserstein Distance Rivals Kullback-Leibler Divergence for Knowledge Distillation NIPS 2024
Probabilistic Contrastive Learning for Domain Adaptation IJCAI 2024
Mutual Information Estimation via Normalizing Flows NIPS 2024
Credal Learning Theory NIPS 2024
Language Models can Evaluate Themselves via Probability Discrepancy ACL 2024
Optimal score estimation via empirical Bayes smoothing COLT 2024
Outdated Issue Aware Decoding for Factual Knowledge Editing ACL 2024
Certified Policy Verification and Synthesis for MDPs under Distributional Reach-Avoidance Properties IJCAI 2024
A Multi-Perspective Analysis of Memorization in Large Language Models EMNLP 2024
A Kernelized Stein Discrepancy for Biological Sequences ICML 2023
Neural Wasserstein Gradient Flows for Discrepancies with Riesz Kernels ICML 2023
Proper Scoring Rules for Survival Analysis ICML 2023
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation CVPR 2023
Properties of the Mallows Model Depending on the Number of Alternatives: A Warning for an Experimentalist ICML 2023
Precision Recall Cover: A Method For Assessing Generative Models AISTATS 2023
Convergence of Stein Variational Gradient Descent under a Weaker Smoothness Condition AISTATS 2023
Intrinsic Sliced Wasserstein Distances for Comparing Collections of Probability Distributions on Manifolds and Graphs ICML 2023
Transport Elliptical Slice Sampling AISTATS 2023
Prompting is not a substitute for probability measurements in large language models EMNLP 2023
A Measure-Theoretic Characterization of Tight Language Models ACL 2023
HyperPosePDF - Hypernetworks Predicting the Probability Distribution on SO(3) WACV 2023
Extending Adversarial Attacks to Produce Adversarial Class Probability Distributions JMLR 2023
TrackFlow: Multi-Object tracking with Normalizing Flows ICCV 2023
Split, count, and share: a differentially private set intersection cardinality estimation protocol UAI 2023
PROB: Probabilistic Objectness for Open World Object Detection CVPR 2023