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Generative Models

6381 directly classified papers

Papers per year

Papers

Full-Atom Peptide Design via Riemannian–Euclidean Bayesian Flow Networks AAAI 2026

Deformable Polygonal Flow Matching with Informed Priors and Hierarchical Graph Constraints AAAI 2026

AV-Edit: Multimodal Generative Sound Effect Editing via Audio-Visual Semantic Joint Control AAAI 2026

Implicit Neural Representation with Multi-Scale Sine Activation AAAI 2026

Invariant Conditional Molecular Generation Under Distribution Shift AAAI 2026

DeepProofLog: Efficient Proving in Deep Stochastic Logic Programs AAAI 2026

EfficientFlow: Efficient Equivariant Flow Policy Learning for Embodied AI AAAI 2026

Stabilizing Self-Consuming Diffusion Models with Latent Space Filtering AAAI 2026

Score-Based Model for Low-Rank Tensor Recovery AAAI 2026

Departures: Distributional Transport for Single-Cell Perturbation Prediction with Neural Schrödinger Bridges AAAI 2026

New Synthetic Goldmine: Hand Joint Angle-Driven EMG Data Generation Framework for Micro-Gesture Recognition AAAI 2026

Single-Stage fMRI-to-3D Reconstruction via Viewpoint-Aware Embedding and Hierarchical Guidance AAAI 2026

GraphCoT-VLA: A 3D Spatial-Aware Reasoning Vision-Language-Action Model for Robotic Manipulation with Ambiguous Instructions AAAI 2026

RaLD: Generating High-Resolution 3D Radar Point Clouds with Latent Diffusion AAAI 2026

DRFGD: Disentangled Representation-Focused Generative Defense for Attack-Tolerant Cross-Modal Hashing AAAI 2026

Multi-Aspect Cross-modal Quantization for Generative Recommendation AAAI 2026

PINet: Improving the Stability of Prototype Networks via Phantasia-Inspired Uncertain Representations AAAI 2026

F2RVLM: Boosting Fine-grained Fragment Retrieval for Multi-Modal Long-form Dialogue with Vision Language Model AAAI 2026

Inductive Generative Recommendation via Retrieval-based Speculation AAAI 2026

OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion AAAI 2026

MoToRec: Sparse-Regularized Multimodal Tokenization for Cold-Start Recommender AAAI 2026

MIGDiff: Multi-attributes Imputations for Attribute-missing Graphs via Graph Denoising Diffusion Model AAAI 2026

GOMPSNR: Reflourish the Signal-to-Noise Ratio Metric for Audio Generation Tasks AAAI 2026

Disentangling for Transfer: Boosting Limited Modalities via Information-Theoretic Regularization and Cross-Modal Reconstruction AAAI 2026

ControlFuse: Instruction-guided Multi-Granularity Controllable Image Fusion AAAI 2026