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Diffusion Models

4342 directly classified papers

Papers per year

Papers

From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion NIPS 2023
Emergent Correspondence from Image Diffusion NIPS 2023
Leveraging Early-Stage Robustness in Diffusion Models for Efficient and High-Quality Image Synthesis NIPS 2023
Equivariant Flow Matching with Hybrid Probability Transport for 3D Molecule Generation NIPS 2023
PDF: Point Diffusion Implicit Function for Large-scale Scene Neural Representation NIPS 2023
Star-Shaped Denoising Diffusion Probabilistic Models NIPS 2023
Protein Design with Guided Discrete Diffusion NIPS 2023
Compositional Sculpting of Iterative Generative Processes NIPS 2023
Structural Pruning for Diffusion Models NIPS 2023
Semi-Implicit Denoising Diffusion Models (SIDDMs) NIPS 2023
Crystal Structure Prediction by Joint Equivariant Diffusion NIPS 2023
Diffusion-TTA: Test-time Adaptation of Discriminative Models via Generative Feedback NIPS 2023
Refining Diffusion Planner for Reliable Behavior Synthesis by Automatic Detection of Infeasible Plans NIPS 2023
Conditional score-based diffusion models for Bayesian inference in infinite dimensions NIPS 2023
Addressing Negative Transfer in Diffusion Models NIPS 2023
BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing NIPS 2023
Practical and Asymptotically Exact Conditional Sampling in Diffusion Models NIPS 2023
Diffusion Probabilistic Models for Structured Node Classification NIPS 2023
Functional-Group-Based Diffusion for Pocket-Specific Molecule Generation and Elaboration NIPS 2023
Concept Algebra for (Score-Based) Text-Controlled Generative Models NIPS 2023
Implicit Transfer Operator Learning: Multiple Time-Resolution Models for Molecular Dynamics NIPS 2023
Extraction and Recovery of Spatio-Temporal Structure in Latent Dynamics Alignment with Diffusion Models NIPS 2023
DOSE: Diffusion Dropout with Adaptive Prior for Speech Enhancement NIPS 2023
Score-based Generative Models with Lévy Processes NIPS 2023
Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise NIPS 2023