Generative Models

CONCORD: Concept-Informed Diffusion for Dataset Distillation WACV 2026 4D Diffusion for Dynamic Protein Structure Prediction with Reference and Motion Guidance AAAI 2025 A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation AAAI 2025 A Multi-Armed Bandit Approach to Online Selection and Evaluation of Generative Models AISTATS 2025 Anchor Token Matching: Implicit Structure Locking for Training-free AR Image Editing ICCV 2025 Can Large Language Models Classify and Generate Antimicrobial Resistance Genes? ACL 2025 Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests AAAI 2025 Controllable 3D Dance Generation Using Diffusion-Based Transformer U-Net AAAI 2025 Deep Generative Model for Mechanical System Configuration Design AAAI 2025 DeNC: Unleash Neural Codecs in Video Streaming with Diffusion Enhancement AAAI 2025 Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection AAAI 2025 EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation EMNLP 2025 End-to-End Aspect-Guided Review Summarization at Scale EMNLP 2025 End-to-End Automated Item Generation and Scoring for Adaptive English Writing Assessment with Large Language Models ACL 2025 Flow Factorization for Efficient Generative Flow Networks AAAI 2025 GAS: Generative Activation-Aided Asynchronous Split Federated Learning AAAI 2025 Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences Through f-Divergence Minimization AAAI 2025 Generating Synthetic Relational Tabular Data via Structural Causal Models ACL 2025 Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models ACL 2025 Key-Point-Driven Data Synthesis with Its Enhancement on Mathematical Reasoning AAAI 2025 L3TC: Leveraging RWKV for Learned Lossless Low-Complexity Text Compression AAAI 2025 MamTiff-CAD: Multi-Scale Latent Diffusion with Mamba+ for Complex Parametric Sequence ICCV 2025 Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis AAAI 2025 Mitigating Hallucinations in LM-Based TTS Models via Distribution Alignment Using GFlowNets EMNLP 2025 Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model AAAI 2025