Generative Models

Robust Model-Based Optimization for Challenging Fitness Landscapes ICLR 2024 Robustness-Guided Image Synthesis for Data-Free Quantization AAAI 2024 Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks ICLR 2024 Robust Optimization in Protein Fitness Landscapes Using Reinforcement Learning in Latent Space ICML 2024 Robust Stochastic Graph Generator for Counterfactual Explanations AAAI 2024 RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples ICML 2024 RoVi-Aug: Robot and Viewpoint Augmentation for Cross-Embodiment Robot Learning CoRL 2024 Salient Object Detection for Images Taken by People With Vision Impairments WACV 2024 Sample as you Infer: Predictive Coding with Langevin Dynamics ICML 2024 Sampling is as easy as keeping the consistency: convergence guarantee for Consistency Models ICML 2024 SAVE: Protagonist Diversification with Structure Agnostic Video Editing ECCV 2024 Say Anything with Any Style AAAI 2024 Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers ICML 2024 Scale and Direction Guided GAN for Inertial Sensor Signal Enhancement IJCAI 2024 Scale-VAE: Preventing Posterior Collapse in Variational Autoencoder COLING 2024 Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits NeurIPS 2024 Scaling Rectified Flow Transformers for High-Resolution Image Synthesis ICML 2024 Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99% NeurIPS 2024 Scaling Tractable Probabilistic Circuits: A Systems Perspective ICML 2024 Scaling transformer neural networks for skillful and reliable medium-range weather forecasting NeurIPS 2024 Scaling Up Dynamic Human-Scene Interaction Modeling CVPR 2024 Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild CVPR 2024 SciMON: Scientific Inspiration Machines Optimized for Novelty ACL 2024 SCINeRF: Neural Radiance Fields from a Snapshot Compressive Image CVPR 2024 Score Distillation via Reparametrized DDIM NeurIPS 2024