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Diffusion Models

4342 directly classified papers

Papers per year

Papers

Optimal Flow Matching: Learning Straight Trajectories in Just One Step NIPS 2024
Diffusion of Thought: Chain-of-Thought Reasoning in Diffusion Language Models NIPS 2024
E-Motion: Future Motion Simulation via Event Sequence Diffusion NIPS 2024
Understanding and Improving Training-free Loss-based Diffusion Guidance NIPS 2024
Generalizing Consistency Policy to Visual RL with Prioritized Proximal Experience Regularization NIPS 2024
Diffusion Spectral Representation for Reinforcement Learning NIPS 2024
Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting NIPS 2024
Neural Residual Diffusion Models for Deep Scalable Vision Generation NIPS 2024
Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models NIPS 2024
Discrete Modeling via Boundary Conditional Diffusion Processes NIPS 2024
DiffuserLite: Towards Real-time Diffusion Planning NIPS 2024
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data NIPS 2024
Distributional Successor Features Enable Zero-Shot Policy Optimization NIPS 2024
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees NIPS 2024
Consistency Models for Scalable and Fast Simulation-Based Inference NIPS 2024
UV-free Texture Generation with Denoising and Geodesic Heat Diffusion NIPS 2024
Compositional 3D-aware Video Generation with LLM Director NIPS 2024
PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics NIPS 2024
Transfer Learning for Diffusion Models NIPS 2024
Confusion-Resistant Federated Learning via Diffusion-Based Data Harmonization on Non-IID Data NIPS 2024
Diffusion Twigs with Loop Guidance for Conditional Graph Generation NIPS 2024
Theoretical guarantees in KL for Diffusion Flow Matching NIPS 2024
TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control NIPS 2024
Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks NIPS 2024
COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing NIPS 2024