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Papers
Similarity-and-Independence-Aware Beamformer: Method for Target Source Extraction Using Magnitude Spectrogram as Reference
Interspeech 2020
Stretching the Effectiveness of MLE from Accuracy to Bias for Pairwise Comparisons
AISTATS 2020
Switching Regression Models and Causal Inference in the Presence of Discrete Latent Variables
JMLR 2020
Temporal Logic Point Processes
ICML 2020
The Buckley-Osthus model and the block preferential attachment model: statistical analysis and application
ICML 2020
A Multi-Speaker Emotion Morphing Model Using Highway Networks and Maximum Likelihood Objective
Interspeech 2019
ARAML: A Stable Adversarial Training Framework for Text Generation
EMNLP 2019
Beyond BLEU: Training Neural Machine Translation with Semantic Similarity
ACL 2019
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning
EMNLP 2019
CompareLDA: A Topic Model for Document Comparison
AAAI 2019
Computationally and Statistically Efficient Truncated Regression
COLT 2019
Deep Switch Networks for Generating Discrete Data and Language
AISTATS 2019
Differentiated Distribution Recovery for Neural Text Generation
AAAI 2019
Distributionally Robust Language Modeling
EMNLP 2019
Experimenting with Power Divergences for Language Modeling
EMNLP 2019
Exponential Family Estimation via Adversarial Dynamics Embedding
NeurIPS 2019
Fast Algorithm for Generalized Multinomial Models with Ranking Data
ICML 2019
Fast and Stable Maximum Likelihood Estimation for Incomplete Multinomial Models
ICML 2019
FilterReg: Robust and Efficient Probabilistic Point-Set Registration Using Gaussian Filter and Twist Parameterization
CVPR 2019
FRAME Revisited: An Interpretation View Based on Particle Evolution
AAAI 2019
FreeAnchor: Learning to Match Anchors for Visual Object Detection
NeurIPS 2019
Geometry-Aware Maximum Likelihood Estimation of Intrinsic Dimension
ACML 2019
Improved Semi-Supervised Learning with Multiple Graphs
AISTATS 2019
Improving Sequence-to-Sequence Learning via Optimal Transport
ICLR 2019
Kernel Exponential Family Estimation via Doubly Dual Embedding
AISTATS 2019