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Generative Model

67 directly classified papers

Papers per year

Papers

HYGENE: A Diffusion-Based Hypergraph Generation Method AAAI 2025
Long-Term Ad Memorability: Understanding & Generating Memorable Ads WACV 2025
JEN-1 Composer: A Unified Framework for High-Fidelity Multi-Track Music Generation AAAI 2025
MCGAN: Enhancing GAN Training with Regression-Based Generator Loss AAAI 2025
Generating Synthetic Relational Tabular Data via Structural Causal Models ACL 2025
Tag-First: Mitigating Distributional Bias in Synthetic User Profiles through Controlled Attribute Generation ACL 2025
Zero-Shot Conditioning of Score-Based Diffusion Models by Neuro-Symbolic Constraints AAAI 2025
A Unifying Information-theoretic Perspective on Evaluating Generative Models AAAI 2025
Exploit Your Latents: Coarse-Grained Protein Backmapping with Latent Diffusion Models AAAI 2025
HEROS-GAN: Honed-Energy Regularized and Optimal Supervised GAN for Enhancing Accuracy and Range of Low-Cost Accelerometers AAAI 2025
Exploring LLMs’ Ability to Spontaneously and Conditionally Modify Moral Expressions through Text Manipulation ACL 2025
Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation ACL 2025
A Conditional Denoising Diffusion Probabilistic Model for Point Cloud Upsampling CVPR 2024
Structured Object Language Modeling (SO-LM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised Denoising EMNLP 2024
Scalable Motion Style Transfer with Constrained Diffusion Generation AAAI 2024
Discrete-state Continuous-time Diffusion for Graph Generation NIPS 2024
Generative Hierarchical Materials Search NIPS 2024
Diverse Yet Biased: Towards Mitigating Biases in Generative AI (Student Abstract) AAAI 2024
A Novel GAN Approach to Augment Limited Tabular Data for Short-Term Substance Use Prediction IJCAI 2024
Faithful Trip Recommender Using Diffusion Guidance (Student Abstract) AAAI 2024
Generative Model for Decision Trees AAAI 2024
MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators AAAI 2024
Generative Forests NIPS 2024
Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient NIPS 2024
Bridge-IF: Learning Inverse Protein Folding with Markov Bridges NIPS 2024