conftrace_
← Learning Types
Machine Learning › Learning Types ›

Generative Models

197 papers

Papers per year

1
14
31
'15
'20
'25

Papers

CONCORD: Concept-Informed Diffusion for Dataset Distillation WACV 2026
4D Diffusion for Dynamic Protein Structure Prediction with Reference and Motion Guidance AAAI 2025
Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model AAAI 2025
DeNC: Unleash Neural Codecs in Video Streaming with Diffusion Enhancement AAAI 2025
Controllable 3D Dance Generation Using Diffusion-Based Transformer U-Net AAAI 2025
Resolving Multi-Condition Confusion for Finetuning-Free Personalized Image Generation AAAI 2025
RDPI: A Refine Diffusion Probability Generation Method for Spatiotemporal Data Imputation AAAI 2025
Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection AAAI 2025
L3TC: Leveraging RWKV for Learned Lossless Low-Complexity Text Compression AAAI 2025
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis AAAI 2025
Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests AAAI 2025
Deep Generative Model for Mechanical System Configuration Design AAAI 2025
A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation AAAI 2025
pFedGPA: Diffusion-based Generative Parameter Aggregation for Personalized Federated Learning AAAI 2025
Population Aware Diffusion for Time Series Generation AAAI 2025
GAS: Generative Activation-Aided Asynchronous Split Federated Learning AAAI 2025
Synergy of GFlowNet and Protein Language Model Makes a Diverse Antibody Designer AAAI 2025
Key-Point-Driven Data Synthesis with Its Enhancement on Mathematical Reasoning AAAI 2025
Flow Factorization for Efficient Generative Flow Networks AAAI 2025
Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences Through f-Divergence Minimization AAAI 2025
Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models ACL 2025
Paragraph-level Error Correction and Explanation Generation: Case Study for Estonian ACL 2025
End-to-End Automated Item Generation and Scoring for Adaptive English Writing Assessment with Large Language Models ACL 2025
Can Large Language Models Classify and Generate Antimicrobial Resistance Genes? ACL 2025
Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in QA Agents ACL 2025