Generative Models

CONCORD: Concept-Informed Diffusion for Dataset Distillation WACV 2026 Condensed Data Expansion Using Model Inversion for Knowledge Distillation AAAI 2026 Conditional Prompt Learning via Degradation Perception for Underwater Image Enhancement AAAI 2026 Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis WACV 2026 ControlFuse: Instruction-guided Multi-Granularity Controllable Image Fusion AAAI 2026 Crossing Borders: A Multimodal Challenge for Indian Poetry Translation and Image Generation AAAI 2026 Cross-Modal Emotion Transfer for Emotion Editing in Talking Face Video CVPR 2026 Curriculum Group Policy Optimization: Adaptive Sampling for Unleashing the Potential of Text-to-Image Generation CVPR 2026 CycleChemist: A Dual-Pronged Machine Learning Framework for Organic Photovoltaic Discovery AAAI 2026 D3: Dynamic Docid Decoding for Multi-Intent Generative Retrieval EACL 2026 DDPM Score Matching and Distribution Learning (Extended Abstract) COLT 2026 Decoupled Generative Modeling for Human-Object Interaction Synthesis CVPR 2026 Decoupled Spatiotemporal Forecasting from Extreme Sparse Observations via Quantized Latent Space AAAI 2026 Decoupling Template Bias in CLIP: Harnessing Empty Prompts for Enhanced Few-Shot Learning AAAI 2026 Deep Inverse Shading: Consistent Albedo and Surface Detail Recovery via Generative Refinement AAAI 2026 DeepProofLog: Efficient Proving in Deep Stochastic Logic Programs AAAI 2026 Deformable Polygonal Flow Matching with Informed Priors and Hierarchical Graph Constraints AAAI 2026 DehazeGS: Seeing Through Fog with 3D Gaussian Splatting AAAI 2026 DensiCrafter: Physically-Constrained Generation and Fabrication of Self-Supporting Hollow Structures AAAI 2026 Departures: Distributional Transport for Single-Cell Perturbation Prediction with Neural Schrödinger Bridges AAAI 2026 Designed to Spread: A Generative Approach to Enhance Information Diffusion AAAI 2026 Detecting Out-of-Distribution Objects through Class-Conditioned Inpainting WACV 2026 DICE: Discrete Inversion Enabling Controllable Editing for Masked Generative Models WACV 2026 Diff-V2M: A Hierarchical Conditional Diffusion Model with Explicit Rhythmic Modeling for Video-to-Music Generation AAAI 2026 Disentangling for Transfer: Boosting Limited Modalities via Information-Theoretic Regularization and Cross-Modal Reconstruction AAAI 2026