Generative Models

TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation ICML 2025 TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts AAAI 2025 Time of the Flight of the Gaussians: Optimizing Depth Indirectly in Dynamic Radiance Fields CVPR 2025 Timestep Embeddings Trigger Collapse in Diffusion Text Generation CoNLL 2025 TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation CVPR 2025 Topology-Aware 3D Gaussian Splatting: Leveraging Persistent Homology for Optimized Structural Integrity AAAI 2025 Toward Causal Generative Modeling: From Representation to Generation AAAI 2025 Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment ICLR 2025 Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation ICCV 2025 Towards a Universal Image Degradation Model via Content-Degradation Disentanglement ICCV 2025 Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework ACL 2025 Towards Certification of Uncertainty Calibration under Adversarial Attacks ICLR 2025 Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency CVPR 2025 Towards Hierarchical Rectified Flow ICLR 2025 Towards Improved Text-Aligned Codebook Learning: Multi-Hierarchical Codebook-Text Alignment with Long Text CVPR 2025 Towards Robust Deterministic and Probabilistic Modeling for Predictive Learning IJCAI 2025 Towards Unbiased Learning in Semi-Supervised Semantic Segmentation ICLR 2025 Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network CVPR 2025 Towards Universal Dataset Distillation via Task-Driven Diffusion CVPR 2025 TPG-INR: Target Prior-Guided Implicit 3D CT Reconstruction for Enhanced Sparse-view Imaging ICCV 2025 Tractable Transformers for Flexible Conditional Generation ICML 2025 Trade-offs in Image Generation: How Do Different Dimensions Interact? ICCV 2025 TRADE: Transfer of Distributions between External Conditions with Normalizing Flows AISTATS 2025 Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions ICML 2025 Training-and-Prompt-Free General Painterly Harmonization via Zero-Shot Disentenglement on Style and Content References AAAI 2025