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Generative Models

7,221 papers

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Papers

Symmetric Equilibrium Learning of VAEs AISTATS 2024
Optimal Budgeted Rejection Sampling for Generative Models AISTATS 2024
Discriminator Guidance for Autoregressive Diffusion Models AISTATS 2024
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning AISTATS 2024
Functional Flow Matching AISTATS 2024
Generative Flow Networks as Entropy-Regularized RL AISTATS 2024
Differentiable Rendering with Reparameterized Volume Sampling AISTATS 2024
Causal Optimal Transport of Abstractions CLEAR 2024
Toward the Identifiability of Comparative Deep Generative Models CLEAR 2024
A Generative Model for Lambek Categorial Sequents COLING 2024
A Hierarchical Sequence-to-Set Model with Coverage Mechanism for Aspect Category Sentiment Analysis COLING 2024
“Barking up the Right Tree”, a GAN-Based Pun Generation Model through Semantic Pruning COLING 2024
CASIMIR: A Corpus of Scientific Articles Enhanced with Multiple Author-Integrated Revisions COLING 2024
CMDAG: A Chinese Metaphor Dataset with Annotated Grounds as CoT for Boosting Metaphor Generation COLING 2024
DiffusionDialog: A Diffusion Model for Diverse Dialog Generation with Latent Space COLING 2024
Does the Generator Mind Its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer COLING 2024
Enhancing Phrase Representation by Information Bottleneck Guided Text Diffusion Process for Keyphrase Extraction COLING 2024
EpLSA: Synergy of Expert-prefix Mixtures and Task-Oriented Latent Space Adaptation for Diverse Generative Reasoning COLING 2024
Evaluating the Potential of Language-family-specific Generative Models for Low-resource Data Augmentation: A Faroese Case Study COLING 2024
Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports COLING 2024
Improving Copy-oriented Text Generation via EDU Copy Mechanism COLING 2024
Improving Role-Oriented Dialogue Summarization with Interaction-Aware Contrastive Learning COLING 2024
Release of Pre-Trained Models for the Japanese Language COLING 2024
Releasing the Capacity of GANs in Non-Autoregressive Image Captioning COLING 2024
Scale-VAE: Preventing Posterior Collapse in Variational Autoencoder COLING 2024