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Generative Models

6381 directly classified papers

Papers per year

Papers

Generating Attribute-Aware Human Motions from Textual Prompt AAAI 2026
RealRep: Generalized SDR-to-HDR Conversion via Attribute-Disentangled Representation Learning AAAI 2026
Conditional Prompt Learning via Degradation Perception for Underwater Image Enhancement AAAI 2026
F2RVLM: Boosting Fine-grained Fragment Retrieval for Multi-Modal Long-form Dialogue with Vision Language Model AAAI 2026
OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion AAAI 2026
MIGDiff: Multi-attributes Imputations for Attribute-missing Graphs via Graph Denoising Diffusion Model AAAI 2026
ImageBindDC: Compressing Multi-modal Data with ImageBind-based Condensation AAAI 2026
New Synthetic Goldmine: Hand Joint Angle-Driven EMG Data Generation Framework for Micro-Gesture Recognition AAAI 2026
GraphCoT-VLA: A 3D Spatial-Aware Reasoning Vision-Language-Action Model for Robotic Manipulation with Ambiguous Instructions AAAI 2026
EfficientFlow: Efficient Equivariant Flow Policy Learning for Embodied AI AAAI 2026
Condensed Data Expansion Using Model Inversion for Knowledge Distillation AAAI 2026
ShaLa: Multimodal Shared Latent Generative Modelling AAAI 2026
Hierarchical Structure-Property Alignment for Data-Efficient Molecular Generation and Editing AAAI 2026
Deformable Polygonal Flow Matching with Informed Priors and Hierarchical Graph Constraints AAAI 2026
Disturbance-based Discretization, Differentiable IDS Channel, and an IDS-Correcting Code for DNA-based Storage AAAI 2026
LLA: Enhancing Security and Privacy for Generative Models with Logic-Locked Accelerators AAAI 2026
FedDNA: DNA Sequence Reconstruction via Deep Evidential Learning and Personalized Federated Aggregation AAAI 2026
Aligning the True Semantics: Constrained Decoupling and Distribution Sampling for Cross-Modal Alignment AAAI 2026
Loss-Guided Auxiliary Agents for Overcoming Mode Collapse in GFlowNets AAAI 2026
Privacy on the Fly: A Predictive Adversarial Transformation Network for Mobile Sensor Data AAAI 2026
Tractable Sharpness-Aware Learning of Probabilistic Circuits AAAI 2026
Behavior Regularization with Flow Latent Policy for Offline Reinforcement Learning AAAI 2026
Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization AAAI 2026
Decoupling Template Bias in CLIP: Harnessing Empty Prompts for Enhanced Few-Shot Learning AAAI 2026
Target-Balanced Score Distillation AAAI 2026