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Diffusion Models

4,342 papers

Papers per year

Papers

LDS2AE: Local Diffusion Shared-Specific Autoencoder for Multimodal Remote Sensing Image Classification with Arbitrary Missing Modalities AAAI 2024
Understanding the Generalization of Pretrained Diffusion Models on Out-of-Distribution Data AAAI 2024
Limitations of Face Image Generation AAAI 2024
Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation AAAI 2024
DiffAIL: Diffusion Adversarial Imitation Learning AAAI 2024
Hyperbolic Graph Diffusion Model AAAI 2024
Exploring One-Shot Semi-supervised Federated Learning with Pre-trained Diffusion Models AAAI 2024
Progressively Knowledge Distillation via Re-parameterizing Diffusion Reverse Process AAAI 2024
Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference AAAI 2024
PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion AAAI 2024
MetaDiff: Meta-Learning with Conditional Diffusion for Few-Shot Learning AAAI 2024
CcDPM: A Continuous Conditional Diffusion Probabilistic Model for Inverse Design AAAI 2024
DDDM-VC: Decoupled Denoising Diffusion Models with Disentangled Representation and Prior Mixup for Verified Robust Voice Conversion AAAI 2024
UniCATS: A Unified Context-Aware Text-to-Speech Framework with Contextual VQ-Diffusion and Vocoding AAAI 2024
MM-TTS: Multi-Modal Prompt Based Style Transfer for Expressive Text-to-Speech Synthesis AAAI 2024
Audio Generation with Multiple Conditional Diffusion Model AAAI 2024
Multi-Modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models AAAI 2024
ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer AAAI 2024
PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation AAAI 2024
Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models AAAI 2024
Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability AAAI 2024
All but One: Surgical Concept Erasing with Model Preservation in Text-to-Image Diffusion Models AAAI 2024
Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models AAAI 2024
ORES: Open-Vocabulary Responsible Visual Synthesis AAAI 2024
DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models AAAI 2024