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Generative Models

1275 directly classified papers

Papers per year

Papers

Wizard of Shopping: Target-Oriented E-commerce Dialogue Generation with Decision Tree Branching ACL 2025
LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement ACL 2025
Planning with Diffusion Models for Target-Oriented Dialogue Systems ACL 2025
SYNTHIA: Novel Concept Design with Affordance Composition ACL 2025
SongGLM: Lyric-to-Melody Generation with 2D Alignment Encoding and Multi-Task Pre-Training AAAI 2025
ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect AAAI 2025
Diffusion Directed Acyclic Transformer for Non-Autoregressive Machine Translation ACL 2025
Transforming Podcast Preview Generation: From Expert Models to LLM-Based Systems ACL 2025
Style Quantization for Data-Efficient GAN Training CVPR 2025
MagicNaming: Consistent Identity Generation by Finding a “Name Space” in T2I Diffusion Models AAAI 2025
Low-Light Image Enhancement via Generative Perceptual Priors AAAI 2025
Local Conditional Controlling for Text-to-Image Diffusion Models AAAI 2025
Digging into Intrinsic Contextual Information for High-fidelity 3D Point Cloud Completion AAAI 2025
ChangeDiff: A Multi-Temporal Change Detection Data Generator with Flexible Text Prompts via Diffusion Model AAAI 2025
Enhancing Diffusion Model with Auxiliary Information Mining-Exploration and Efficient Sampling Mechanism for Sequential Recommendation AAAI 2025
Learned Image Transmission with Hierarchical Variational Autoencoder AAAI 2025
Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class AAAI 2025
GenPlan: Generative Sequence Models as Adaptive Planners AAAI 2025
A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks AAAI 2025
BGDB: Bernoulli-Gaussian Decision Block with Improved Denoising Diffusion Probabilistic Models AAAI 2025
HDT: Hierarchical Discrete Transformer for Multivariate Time Series Forecasting AAAI 2025
MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification AAAI 2025
Enhancing Generalizability in Molecular Conformation Generation with METRIZATION-Informed Geometric Diffusion Pretraining AAAI 2025
dyAb: Flow Matching for Flexible Antibody Design with AlphaFold-driven Pre-binding Antigen AAAI 2025
LookAlike: Consistent Distractor Generation in Math MCQs ACL 2025