generative model

Theoretical guarantees in KL for Diffusion Flow Matching NeurIPS 2024 The Real Deal Behind the Artificial Appeal: Inferential Utility of Tabular Synthetic Data UAI 2024 Token Alignment via Character Matching for Subword Completion ACL 2024 To smooth a cloud or to pin it down: Expressiveness guarantees and insights on score matching in denoising diffusion models UAI 2024 Towards a Scalable Reference-Free Evaluation of Generative Models NeurIPS 2024 Towards Characterizing Domain Counterfactuals for Invertible Latent Causal Models ICLR 2024 Towards Generative Abstract Reasoning: Completing Raven’s Progressive Matrix via Rule Abstraction and Selection ICLR 2024 Towards Highly Realistic Artistic Style Transfer via Stable Diffusion with Step-aware and Layer-aware Prompt IJCAI 2024 Towards Minimax Optimality of Model-based Robust Reinforcement Learning UAI 2024 Towards More Accurate Diffusion Model Acceleration with A Timestep Tuner CVPR 2024 Towards More Realistic Membership Inference Attacks on Large Diffusion Models WACV 2024 Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network NeurIPS 2024 Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability AAAI 2024 Training Diffusion Models Towards Diverse Image Generation with Reinforcement Learning CVPR 2024 Training Generative Image Super-Resolution Models by Wavelet-Domain Losses Enables Better Control of Artifacts CVPR 2024 Training Implicit Generative Models via an Invariant Statistical Loss AISTATS 2024 Transcendence: Generative Models Can Outperform The Experts That Train Them NeurIPS 2024 Transferable Structural Sparse Adversarial Attack Via Exact Group Sparsity Training CVPR 2024 Transfer Learning for Diffusion Models NeurIPS 2024 Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever ACL 2024 Turiya at DialAM-2024: Inference Anchoring Theory Based LLM Parsers ACL 2024 Two Birds with One Stone: Enhancing Uncertainty Quantification and Interpretability with Graph Functional Neural Process AISTATS 2024 UDPM: Upsampling Diffusion Probabilistic Models NeurIPS 2024 UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs CVPR 2024 UGPNet: Universal Generative Prior for Image Restoration WACV 2024