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Generative Models

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Papers

Text Style Transfer: Leveraging a Style Classifier on Entangled Latent Representations ACL 2021
Box-To-Box Transformations for Modeling Joint Hierarchies ACL 2021
GoldenWind at SemEval-2021 Task 5: Orthrus - An Ensemble Approach to Identify Toxicity ACL 2021
NLyticsFKIE at SemEval-2021 Task 6: Detection of Persuasion Techniques In Texts And Images ACL 2021
FII FUNNY at SemEval-2021 Task 7: HaHackathon: Detecting and rating Humor and Offense ACL 2021
Simple induction of (deterministic) probabilistic finite-state automata for phonotactics by stochastic gradient descent ACL 2021
Itihasa: A large-scale corpus for Sanskrit to English translation ACL 2021
CTAB-GAN: Effective Table Data Synthesizing ACML 2021
Pedestrian Wind Factor Estimation in Complex Urban Environments ACML 2021
Improving Gaussian mixture latent variable model convergence with Optimal Transport ACML 2021
Exposing Cyber-Physical System Weaknesses by Implicitly Learning their Underlying Models ACML 2021
Unsupervised Cycle-Consistent Network for Removing Susceptibility Artifacts in Single-shot EPI ACML 2021
Geometrically Enriched Latent Spaces AISTATS 2021
On the Privacy Properties of GAN-generated Samples AISTATS 2021
Understanding and Mitigating Exploding Inverses in Invertible Neural Networks AISTATS 2021
DP-MERF: Differentially Private Mean Embeddings with RandomFeatures for Practical Privacy-preserving Data Generation AISTATS 2021
RankDistil: Knowledge Distillation for Ranking AISTATS 2021
Sample Elicitation AISTATS 2021
A Change of Variables Method For Rectangular Matrix-Vector Products AISTATS 2021
Causal Autoregressive Flows AISTATS 2021
Learning Bijective Feature Maps for Linear ICA AISTATS 2021
GANs with Conditional Independence Graphs: On Subadditivity of Probability Divergences AISTATS 2021
Latent Gaussian process with composite likelihoods and numerical quadrature AISTATS 2021
Deep Generative Missingness Pattern-Set Mixture Models AISTATS 2021
Learning Temporal Point Processes with Intermittent Observations AISTATS 2021