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

Variational Wasserstein Barycenters with C-cyclical Monotonicity Regularization AAAI 2023
Extending Adversarial Attacks to Produce Adversarial Class Probability Distributions JMLR 2023
Neural Diffeomorphic Non-uniform B-spline Flows AAAI 2023
GFlowNet Foundations JMLR 2023
Split, count, and share: a differentially private set intersection cardinality estimation protocol UAI 2023
Controlling Wasserstein Distances by Kernel Norms with Application to Compressive Statistical Learning JMLR 2023
On the geometry of Stein variational gradient descent JMLR 2023
Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark NIPS 2023
On the Efficacy of Sampling Adapters ACL 2023
Variational Wasserstein gradient flow ICML 2022
ButterflyFlow: Building Invertible Layers with Butterfly Matrices ICML 2022
Resampling Base Distributions of Normalizing Flows AISTATS 2022
Wasserstein $K$-means for clustering probability distributions NIPS 2022
Sampling from Arbitrary Functions via PSD Models AISTATS 2022
Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings EMNLP 2022
Convergence for score-based generative modeling with polynomial complexity NIPS 2022
Marginal Tail-Adaptive Normalizing Flows ICML 2022
Density Ratio Estimation via Infinitesimal Classification AISTATS 2022
PPDL: Predicate Probability Distribution Based Loss for Unbiased Scene Graph Generation CVPR 2022
Testing Whether a Learning Procedure is Calibrated JMLR 2022
SoftCollage: A Differentiable Probabilistic Tree Generator for Image Collage CVPR 2022
Probabilistic Warp Consistency for Weakly-Supervised Semantic Correspondences CVPR 2022
Softmax Bottleneck Makes Language Models Unable to Represent Multi-mode Word Distributions ACL 2022
A Convergence Theory for SVGD in the Population Limit under Talagrand’s Inequality T1 ICML 2022
Multi-View Depth Estimation by Fusing Single-View Depth Probability With Multi-View Geometry CVPR 2022