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Diffusion Models

4,342 papers

Papers per year

Papers

Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement NIPS 2024
Provable Posterior Sampling with Denoising Oracles via Tilted Transport NIPS 2024
Gradient-free Decoder Inversion in Latent Diffusion Models NIPS 2024
ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models NIPS 2024
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization NIPS 2024
Phased Consistency Models NIPS 2024
Zero-shot Image Editing with Reference Imitation NIPS 2024
Leveraging an ECG Beat Diffusion Model for Morphological Reconstruction from Indirect Signals NIPS 2024
What does guidance do? A fine-grained analysis in a simple setting NIPS 2024
Images that Sound: Composing Images and Sounds on a Single Canvas NIPS 2024
Boosting Alignment for Post-Unlearning Text-to-Image Generative Models NIPS 2024
Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference NIPS 2024
Who Evaluates the Evaluations? Objectively Scoring Text-to-Image Prompt Coherence Metrics with T2IScoreScore (TS2) NIPS 2024
ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty NIPS 2024
CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making NIPS 2024
Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design NIPS 2024
Learning Diffusion Priors from Observations by Expectation Maximization NIPS 2024
Exploring DCN-like architecture for fast image generation with arbitrary resolution NIPS 2024
Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models NIPS 2024
Constrained Synthesis with Projected Diffusion Models NIPS 2024
DiffHammer: Rethinking the Robustness of Diffusion-Based Adversarial Purification NIPS 2024
DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction NIPS 2024
Adversarial Schrödinger Bridge Matching NIPS 2024
FIFO-Diffusion: Generating Infinite Videos from Text without Training NIPS 2024
ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation NIPS 2024