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

Interpolating between sampling and variational inference with infinite stochastic mixtures UAI 2022
Testing Whether a Learning Procedure is Calibrated JMLR 2022
Softmax Bottleneck Makes Language Models Unable to Represent Multi-mode Word Distributions ACL 2022
Deconvolutional Density Network: Modeling Free-Form Conditional Distributions AAAI 2022
Survival Seq2Seq: A Survival Model based on Sequence to Sequence Architecture MLHC 2022
A Convergence Theory for SVGD in the Population Limit under Talagrand’s Inequality T1 ICML 2022
Convergence for score-based generative modeling with polynomial complexity NIPS 2022
D2U: Distance-to-Uniform Learning for Out-of-Scope Detection NAACL 2022
BRIO: Bringing Order to Abstractive Summarization ACL 2022
Characterizing and addressing the issue of oversmoothing in neural autoregressive sequence modeling IJCNLP 2022
Age Estimation with Speech-Age Model for Heterogeneous Speech Datasets INTERSPEECH 2021
Deep Neural Network Calibration for E2E Speech Recognition System INTERSPEECH 2021
From characters to words: the turning point of BPE merges EACL 2021
Why did the distribution change? AISTATS 2021
Min/max stability and box distributions UAI 2021
Generative Archimedean copulas UAI 2021
Sinusoidal Flow: A Fast Invertible Autoregressive Flow ACML 2021
On the Convex Combination of Determinantal Point Processes ACML 2021
Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering ACL 2021
Testing Probabilistic Circuits NIPS 2021
A novel notion of barycenter for probability distributions based on optimal weak mass transport NIPS 2021
Exploiting Chain Rule and Bayes' Theorem to Compare Probability Distributions NIPS 2021
Scalable Computations of Wasserstein Barycenter via Input Convex Neural Networks ICML 2021
A Plug-and-Play Method for Controlled Text Generation EMNLP 2021
When in Doubt: Improving Classification Performance with Alternating Normalization EMNLP 2021