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Generative Models

6381 directly classified papers

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Papers

SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation ICCV 2025
Exponential-Family Harmoniums with Neural Sufficient Statistics AAAI 2025
Neural Conjugate Flows: A Physics-Informed Architecture with Flow Structure AAAI 2025
A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation AAAI 2025
Holistic Tokenizer for Autoregressive Image Generation ICCV 2025
Golden Noise for Diffusion Models: A Learning Framework ICCV 2025
E-NeMF: Event-based Neural Motion Field for Novel Space-time View Synthesis of Dynamic Scenes ICCV 2025
Braess’s Paradox of Generative AI AAAI 2025
Sparse Fine-Tuning of Transformers for Generative Tasks ICCV 2025
Stress-Testing of Multimodal Models in Medical Image-Based Report Generation AAAI 2025
CSL-L2M: Controllable Song-Level Lyric-to-Melody Generation Based on Conditional Transformer with Fine-Grained Lyric and Musical Controls AAAI 2025
Generalized and Efficient 2D Gaussian Splatting for Arbitrary-scale Super-Resolution ICCV 2025
Integrating Symbolic Reasoning into Neural Generative Models for Design Generation AAAI 2025
Scalable and Efficient Probabilistic Inference for Bayesian Deep Learning and Generative Modeling AAAI 2025
Open-World Multimodal Understanding and Generation with Efficiently Finetuned Foundation Models AAAI 2025
Learning Optimal Auctions with Correlated Value Distributions AAAI 2025
Generative Flow Networks for Lead Optimization in Drug Design (Student Abstract) AAAI 2025
Toward Causal Generative Modeling: From Representation to Generation AAAI 2025
A Privacy-Preserving Framework for Generative Model-driven Synthetic Datasets AAAI 2025
Pic2Prep: A Multimodal Conversational Agent for Cooking Assistance AAAI 2025
Network Inversion of Convolutional Neural Nets (Student Abstract) AAAI 2025
GSDiff: Synthesizing Vector Floorplans via Geometry-enhanced Structural Graph Generation AAAI 2025
Singular Value Scaling: Efficient Generative Model Compression via Pruned Weights Refinement AAAI 2025
Compose with Me: Collaborative Music Inpainter for Symbolic Music Infilling AAAI 2025
Perceptually Accurate 3D Talking Head Generation: New Definitions, Speech-Mesh Representation, and Evaluation Metrics CVPR 2025