Deep Learning

DiffSplat: Repurposing Image Diffusion Models for Scalable Gaussian Splat Generation ICLR 2025 DiffStereo: End-to-End Mono-to-Stereo Audio Generation with Diffusion Transformer Interspeech 2025 DiffStyleTTS: Diffusion-based Hierarchical Prosody Modeling for Text-to-Speech with Diverse and Controllable Styles COLING 2025 DiffTell: A High-Quality Dataset for Describing Image Manipulation Changes ICCV 2025 DiffuCE: Expert-Level CBCT Image Enhancement using a Novel Conditional Denoising Diffusion Model with Latent Alignment WACV 2025 Diffuman4D: 4D Consistent Human View Synthesis from Sparse-View Videos with Spatio-Temporal Diffusion Models ICCV 2025 DiffuMatch: Category-Agnostic Spectral Diffusion Priors for Robust Non-rigid Shape Matching ICCV 2025 DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining WACV 2025 DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising ACL 2025 Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces ICML 2025 DiffuseHigh: Training-Free Progressive High-Resolution Image Synthesis Through Structure Guidance AAAI 2025 DiffuseKronA: A Parameter Efficient Fine-Tuning Method for Personalized Diffusion Models WACV 2025 Diffusing States and Matching Scores: A New Framework for Imitation Learning ICLR 2025 Diffusing to the Top: Boost Graph Neural Networks with Minimal Hyperparameter Tuning ICLR 2025 Diffusion$^2$: Dynamic 3D Content Generation via Score Composition of Video and Multi-view Diffusion Models ICLR 2025 Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion Models CVPR 2025 Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning ICLR 2025 Diffusion Adversarial Post-Training for One-Step Video Generation ICML 2025 DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak EMNLP 2025 Diffusion Attribution Score: Evaluating Training Data Influence in Diffusion Models ICLR 2025 Diffusion-based 3D Hand Motion Recovery with Intuitive Physics ICCV 2025 Diffusion-based Adversarial Purification from the Perspective of the Frequency Domain ICML 2025 Diffusion-Based Conditional Image Editing through Optimized Inference with Guidance WACV 2025 Diffusion-based Decoupled Deterministic and Uncertain Framework for Probabilistic Multivariate Time Series Forecasting ICLR 2025 Diffusion-based Event Generation for High-Quality Image Deblurring CVPR 2025