Machine Learning

DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising ACL 2025 Diffuse&Refine: Intrinsic Knowledge Generation and Aggregation for Incremental Object Detection IJCAI 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 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-aware Censored Gaussian Processes for Demand Modelling IJCAI 2025 Diffusion-Based Active Learning for Distributed Client Manifolds AAAI 2025 Diffusion-based Adversarial Purification from the Perspective of the Frequency Domain ICML 2025 Diffusion-based Decoupled Deterministic and Uncertain Framework for Probabilistic Multivariate Time Series Forecasting ICLR 2025 Diffusion-Based Generative Regularization for Supervised Discriminative Learning WACV 2025 Diffusion-based Neural Network Weights Generation ICLR 2025 Diffusion-Based Particle-DETR for BEV Perception WACV 2025 Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection AAAI 2025 Diffusion-based Source-biased Model for Single Domain Generalized Object Detection ICCV 2025 Diffusion-based Synthetic Data Generation for Visible-Infrared Person Re-Identification AAAI 2025 Diffusion-Based Visual Anagram as Multi-Task Learning WACV 2025 Diffusion Bridge AutoEncoders for Unsupervised Representation Learning ICLR 2025 Diffusion Bridge: Leveraging Diffusion Model to Reduce the Modality Gap Between Text and Vision for Zero-Shot Image Captioning CVPR 2025 Diffusion Counterfactual Generation with Semantic Abduction ICML 2025 Diffusion Curriculum: Synthetic-to-Real Data Curriculum via Image-Guided Diffusion ICCV 2025 DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous Driving CVPR 2025 Diffusion Epistemic Uncertainty with Asymmetric Learning for Diffusion-Generated Image Detection ICCV 2025