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Generative Models

6381 directly classified papers

Papers per year

Papers

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

GloTok: Global Perspective Tokenizer for Image Reconstruction and Generation AAAI 2026

HiFC-GAN: Hierarchical Feature-Constrained GAN for Optical-to-SAR Transfer in SAR Target Classification AAAI 2026

TG-Field: Geometry-Aware Radiative Gaussian Fields for Tomographic Reconstruction AAAI 2026

Splat-SAP: Feed-Forward Gaussian Splatting for Human-Centered Scene with Scale-Aware Point Map Reconstruction AAAI 2026

IdentityStory: Taming Your Identity-Preserving Generator for Human-Centric Story Generation AAAI 2026

MACS: Multi-source Audio-to-image Generation with Contextual Significance and Semantic Alignment AAAI 2026

EchoGen: Cycle-Consistent Learning for Unified Layout-Image Generation and Understanding AAAI 2026

CF3: Compact and Fast 3D Feature Fields ICCV 2025

Discretized Gaussian Representation for Tomographic Reconstruction ICCV 2025