| BadWorld: Adversarial Attacks on World Models | Image & video gen | Linghui Shen +2 | Jun 15, 2026 | 18 |
| AAD-1: Asymmetric Adversarial Distillation for One-Step Autoregressive Video Generation | Image & video gen | Haobo Li +8 | Jun 2, 2026 | 14 |
| Everything at Every Scale: Scale-Invariant Diffusion with Continuous Super-Resolution | Image & video gen | Zixin Jessie Chen +6 | May 25, 2026 | 13 |
| MeshFlow: Mesh Generation with Equivariant Flow Matching | Image & video gen | Qi Sun +8 | Jun 22, 2026 | 3 |
| Adversarial Error Correction for Visual Autoregressive Generation | Image & video gen | Ligong Bi +3 | May 24, 2026 | — |
| DUEL: Adversarial Self-Play for Multimodal Reasoning | Image & video gen | Lin Qiu +5 | May 24, 2026 | — |
| WMAttack: Automated Attack Search for Adversarial Evaluation of World-Model Agents | Image & video gen | Zhixiang Guo +6 | May 22, 2026 | — |
| Dithering Defense: Adversarial Robustness of Vision Foundation Models via Multi-Level Floyd-Steinberg Dithering | Image & video gen | Yury Belousov +3 | May 21, 2026 | — |
| From Baseline to Follow-Up: Counterfactual Spine DXA Image Synthesis in UK Biobank Using a Causal Hierarchical Variational Autoencoder | Image & video gen | Yilin Zhang +3 | May 21, 2026 | — |
| Hierarchical Variational Policies for Reward-Guided Diffusion | Image & video gen | Kushagra Pandey +4 | May 20, 2026 | — |
| Variance Reduction for Expectations with Diffusion Teachers | Image & video gen | Jesse Bettencourt +4 | May 20, 2026 | — |
| Q-SYNTH: Hybrid Quantum-Classical Adversarial Augmentation for Imbalanced Fraud Detection | Image & video gen | Adam Innan +4 | May 20, 2026 | — |
| EPC-3D-Diff: Equivariant Physics Consistent Conditional 3D Latent Diffusion for CBCT to CT Synthesis | Image & video gen | Alzahra Altalib +5 | May 19, 2026 | — |
| Latent Laplace Diffusion for Irregular Multivariate Time Series | Image & video gen | Zinuo You +2 | May 19, 2026 | — |
| Probabilistic Multivariate Time Series Forecasting with Diffusion Copulas | Image & video gen | David Huk +2 | May 19, 2026 | — |
| Variational Diffusion Channel Decoder | Image & video gen | Chengwei Zhang +2 | May 17, 2026 | — |
| Second-Order Multi-Level Variance Correction for Modality Competition in Multimodal Models | Image & video gen | Yishun Lu +1 | May 15, 2026 | — |
| Covariance-aware sampling for Diffusion Models | Image & video gen | Andrea Schioppa +1 | May 13, 2026 | — |
| Generative climate downscaling enables high-resolution compound risk assessment by preserving multivariate dependencies | Image & video gen | Takuro Kutsuna +3 | May 12, 2026 | — |
| On Variance Reduction in Learning Mean Flows | Image & video gen | Juanwu Lu +1 | May 10, 2026 | — |
| Improving Generative Adversarial Networks with Self-Distillation | Image & video gen | Antoni Nowinowski +1 | May 9, 2026 | — |
| TARO: Temporal Adversarial Rectification Optimization Using Diffusion Models as Purifiers | Image & video gen | Daniel Wesego +1 | May 8, 2026 | — |
| Hybrid Quantum-Classical GANs for the Generation of Adversarial Network Flows | Image & video gen | Prateek Paudel +3 | May 7, 2026 | — |
| Operator-Guided Invariance Learning for Continuous Reinforcement Learning | Image & video gen | Zuyuan Zhang +2 | May 7, 2026 | — |
| Memory Efficient Full-gradient Attacks (MEFA) Framework for Adversarial Defense Evaluations | Image & video gen | Yuan Du +2 | May 7, 2026 | — |
| Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers | Image & video gen | Pengqi Lu | May 7, 2026 | — |
| Variational Smoothing and Inference for SDEs from Sparse Data with Dynamic Neural Flows | Image & video gen | Yu Wang +1 | May 7, 2026 | — |
| GRIFDIR: Graph Resolution-Invariant FEM Diffusion Models in Function Spaces over Irregular Domains | Image & video gen | James Rowbottom +5 | May 5, 2026 | — |
| LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models | Image & video gen | Fengqi Zhu +10 | May 25, 2025 | — |