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Diffusion Models

4342 directly classified papers

Papers per year

Papers

Pioneering 4-Bit FP Quantization for Diffusion Models: Mixup-Sign Quantization and Timestep-Aware Fine-Tuning CVPR 2025
LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer ICCV 2025
MagicMirror: ID-Preserved Video Generation in Video Diffusion Transformers ICCV 2025
FlashAudio: Rectified Flow for Fast and High-Fidelity Text-to-Audio Generation ACL 2025
Diffusion Guided Adaptive Augmentation for Generalization in Visual Reinforcement Learning ICCV 2025
Decoding Correlation-Induced Misalignment in the Stable Diffusion Workflow for Text-to-Image Generation ICCV 2025
Timestep Embeddings Trigger Collapse in Diffusion Text Generation ACL 2025
FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion CVPR 2025
QK-Edit: Revisiting Attention-based Injection in MM-DiT for Image and Video Editing ICCV 2025
DMQ: Dissecting Outliers of Diffusion Models for Post-Training Quantization ICCV 2025
AdaptEdit: An Adaptive Correspondence Guidance Framework for Reference-Based Video Editing IJCAI 2025
Penalizing Boundary Activation for Object Completeness in Diffusion Models ICCV 2025
Photolithography Overlay Map Generation with Implicit Knowledge Distillation Diffusion Transformer ICCV 2025
Flow Matching Based Sequential Recommender Model IJCAI 2025
UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics CVPR 2025
Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing CVPR 2025
FluidNexus: 3D Fluid Reconstruction and Prediction from a Single Video CVPR 2025
Ouroboros: Single-step Diffusion Models for Cycle-consistent Forward and Inverse Rendering ICCV 2025
LightsOut: Diffusion-based Outpainting for Enhanced Lens Flare Removal ICCV 2025
ForgDiffuser: General Image Forgery Localization with Diffusion Models IJCAI 2025
FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration ICCV 2025
Stable Score Distillation ICCV 2025
Stabilizing Holistic Semantics in Diffusion Bridge for Image Inpainting IJCAI 2025
Goku: Flow Based Video Generative Foundation Models CVPR 2025
DSO: Aligning 3D Generators with Simulation Feedback for Physical Soundness ICCV 2025