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Generative Models

1275 directly classified papers

Papers per year

Papers

P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models ACL 2024
Constructing Dreams Using Generative AI AAAI 2024
Regeneration Learning: A Learning Paradigm for Data Generation AAAI 2024
Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM ACL 2024
A Unified Generative Framework for Bilingual Euphemism Detection and Identification ACL 2024
Causally Aware Generative Adversarial Networks for Light Pollution Control AAAI 2024
Fair Sampling in Diffusion Models through Switching Mechanism AAAI 2024
CharPoet: A Chinese Classical Poetry Generation System Based on Token-free LLM ACL 2024
Quality-Diversity Generative Sampling for Learning with Synthetic Data AAAI 2024
FT-GAN: Fine-Grained Tune Modeling for Chinese Opera Synthesis AAAI 2024
Better Late Than Never: Model-Agnostic Hallucination Post-Processing Framework Towards Clinical Text Summarization ACL 2024
BASS: Batched Attention-optimized Speculative Sampling ACL 2024
Enhancing Multi-Label Classification via Dynamic Label-Order Learning AAAI 2024
Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy AAAI 2024
Quality-Aware Translation Models: Efficient Generation and Quality Estimation in a Single Model ACL 2024
Plug-In Diffusion Model for Sequential Recommendation AAAI 2024
Towards Efficient Diffusion-Based Image Editing with Instant Attention Masks AAAI 2024
Linear-time Minimum Bayes Risk Decoding with Reference Aggregation ACL 2024
Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models AAAI 2024
ArtBank: Artistic Style Transfer with Pre-trained Diffusion Model and Implicit Style Prompt Bank AAAI 2024
Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models ACL 2024
FontDiffuser: One-Shot Font Generation via Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive Learning AAAI 2024
Diverse and Stable 2D Diffusion Guided Text to 3D Generation with Noise Recalibration AAAI 2024
Controllable Text Generation with Residual Memory Transformer ACL 2024
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs ACL 2024