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Generative Models

1275 directly classified papers

Papers per year

Papers

Gradient-free Decoder Inversion in Latent Diffusion Models NIPS 2024
Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient NIPS 2024
Few-Shot Diffusion Models Escape the Curse of Dimensionality NIPS 2024
Progressive Few-Shot Adaptation of Generative Model with Align-Free Spatial Correlation AAAI 2023
ReGANIE: Rectifying GAN Inversion Errors for Accurate Real Image Editing AAAI 2023
Simple and Effective Synthesis of Indoor 3D Scenes AAAI 2023
Pose-Guided 3D Human Generation in Indoor Scene AAAI 2023
Leveraging GPT-4 for Automatic Translation Post-Editing EMNLP 2023
SwinRDM: Integrate SwinRNN with Diffusion Model towards High-Resolution and High-Quality Weather Forecasting AAAI 2023
DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion Models EMNLP 2023
DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task EMNLP 2023
Improving Consistency for Text Summarization with Energy Functions EMNLP 2023
Geographical Erasure in Language Generation EMNLP 2023
Hierarchical Catalogue Generation for Literature Review: A Benchmark EMNLP 2023
‘Person’ == Light-skinned, Western Man, and Sexualization of Women of Color: Stereotypes in Stable Diffusion EMNLP 2023
The student becomes the master: Outperforming GPT3 on Scientific Factual Error Correction EMNLP 2023
Compositional Generalization for Data-to-Text Generation EMNLP 2023
Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge EMNLP 2023
MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space EMNLP 2023
Inverse Reinforcement Learning for Text Summarization EMNLP 2023
DiffusionRet: Diffusion-Enhanced Generative Retriever using Constrained Decoding EMNLP 2023
InfoDiffusion: Information Entropy Aware Diffusion Process for Non-Autoregressive Text Generation EMNLP 2023
Boosting Summarization with Normalizing Flows and Aggressive Training EMNLP 2023
Critic-Driven Decoding for Mitigating Hallucinations in Data-to-text Generation EMNLP 2023
OCTET: Object-Aware Counterfactual Explanations CVPR 2023