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Diffusion Models

4,342 papers

Papers per year

Papers

Latent Diffusion for Neural Spiking Data NIPS 2024
Treeffuser: probabilistic prediction via conditional diffusions with gradient-boosted trees NIPS 2024
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors NIPS 2024
Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models NIPS 2024
TPC: Test-time Procrustes Calibration for Diffusion-based Human Image Animation NIPS 2024
Hallo3D: Multi-Modal Hallucination Detection and Mitigation for Consistent 3D Content Generation NIPS 2024
Diffusion Policy Attacker: Crafting Adversarial Attacks for Diffusion-based Policies NIPS 2024
Conditional Controllable Image Fusion NIPS 2024
DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models NIPS 2024
Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization NIPS 2024
ANT: Adaptive Noise Schedule for Time Series Diffusion Models NIPS 2024
Discrete Modeling via Boundary Conditional Diffusion Processes NIPS 2024
SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification NIPS 2024
Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer NIPS 2024
Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image NIPS 2024
Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models NIPS 2024
DiffuserLite: Towards Real-time Diffusion Planning NIPS 2024
DiffuLT: Diffusion for Long-tail Recognition Without External Knowledge NIPS 2024
MotionCraft: Physics-Based Zero-Shot Video Generation NIPS 2024
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data NIPS 2024
Reconstructing the Image Stitching Pipeline: Integrating Fusion and Rectangling into a Unified Inpainting Model NIPS 2024
Distributional Successor Features Enable Zero-Shot Policy Optimization NIPS 2024
CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense NIPS 2024
Unique3D: High-Quality and Efficient 3D Mesh Generation from a Single Image NIPS 2024
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees NIPS 2024