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Generative Models

1275 directly classified papers

Papers per year

Papers

Poisoning Generative Replay in Continual Learning to Promote Forgetting ICML 2023
InfoDiffusion: Information Entropy Aware Diffusion Process for Non-Autoregressive Text Generation EMNLP 2023
Human Guided Ground-Truth Generation for Realistic Image Super-Resolution CVPR 2023
Leveraging GPT-4 for Automatic Translation Post-Editing EMNLP 2023
Geographical Erasure in Language Generation EMNLP 2023
Score-based Generative Models with Lévy Processes NIPS 2023
Class-Balancing Diffusion Models CVPR 2023
OCTET: Object-Aware Counterfactual Explanations CVPR 2023
DiffusionRet: Diffusion-Enhanced Generative Retriever using Constrained Decoding EMNLP 2023
Quantitative Manipulation of Custom Attributes on 3D-Aware Image Synthesis CVPR 2023
DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion Models EMNLP 2023
Detection and Mitigation of the Negative Impact of Dataset Extractivity on Abstractive Summarization ACL 2023
Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction ACL 2023
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets ACL 2023
GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks ACL 2023
Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration ACL 2023
Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning ACL 2023
Dirichlet Diffusion Score Model for Biological Sequence Generation ICML 2023
Controlled Text Generation with Hidden Representation Transformations ACL 2023
GUMSum: Multi-Genre Data and Evaluation for English Abstractive Summarization ACL 2023
GRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation ACL 2023
Prosody-TTS: Improving Prosody with Masked Autoencoder and Conditional Diffusion Model For Expressive Text-to-Speech ACL 2023
Joint Generator-Ranker Learning for Natural Language Generation ACL 2023
NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization ACL 2023
ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer ACL 2023