generative modeling

GraphMimic: Graph-to-Graphs Generative Modeling from Videos for Policy Learning CVPR 2025 Improving Rectified Flow with Boundary Conditions ICCV 2025 InfoDPCCA: Information-Theoretic Dynamic Probabilistic Canonical Correlation Analysis UAI 2025 INRFlow: Flow Matching for INRs in Ambient Space ICML 2025 InterAct: Advancing Large-Scale Versatile 3D Human-Object Interaction Generation CVPR 2025 LaGeM: A Large Geometry Model for 3D Representation Learning and Diffusion ICLR 2025 LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding ICCV 2025 MDDM: A Multi-view Discriminative Enhanced Diffusion-based Model for Speech Enhancement Interspeech 2025 MF-LAL: Drug Compound Generation Using Multi-Fidelity Latent Space Active Learning ICML 2025 Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization ICML 2025 Multi-Modal and Multi-Attribute Generation of Single Cells with CFGen ICLR 2025 NRFlow: Towards Noise-Robust Generative Modeling via High-Order Mechanism UAI 2025 On the Feature Learning in Diffusion Models ICLR 2025 Physics-Informed Generative Modeling of Wireless Channels ICML 2025 RFWave: Multi-band Rectified Flow for Audio Waveform Reconstruction ICLR 2025 Scalable and Efficient Probabilistic Inference for Bayesian Deep Learning and Generative Modeling AAAI 2025 Scaling Probabilistic Circuits via Monarch Matrices ICML 2025 Simple Guidance Mechanisms for Discrete Diffusion Models ICLR 2025 Simulation-Free Differential Dynamics Through Neural Conservation Laws UAI 2025 Steering Protein Family Design through Profile Bayesian Flow ICLR 2025 Task-driven Layerwise Additive Activation Intervention NAACL 2025 Topological Schrödinger Bridge Matching ICLR 2025 Toward Causal Generative Modeling: From Representation to Generation AAAI 2025 Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations ICML 2024 Activation-Descent Regularization for Input Optimization of ReLU Networks ICML 2024