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Generative Models

1275 directly classified papers

Papers per year

Papers

Addressing Negative Transfer in Diffusion Models NIPS 2023
Regularizing Neural Networks with Meta-Learning Generative Models NIPS 2023
Poisoning Generative Replay in Continual Learning to Promote Forgetting ICML 2023
Dynamically Masked Discriminator for GANs NIPS 2023
Learning Energy-based Model via Dual-MCMC Teaching NIPS 2023
Ambient Diffusion: Learning Clean Distributions from Corrupted Data NIPS 2023
Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation CVPR 2023
Equivariant Flow Matching with Hybrid Probability Transport for 3D Molecule Generation NIPS 2023
Taking the neural sampling code very seriously: A data-driven approach for evaluating generative models of the visual system NIPS 2023
Complexity Matters: Rethinking the Latent Space for Generative Modeling NIPS 2023
Rethinking Conditional Diffusion Sampling with Progressive Guidance NIPS 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