joint distribution

Cross-Modal Alignment via Variational Copula Modelling ICML 2025 Deep Optimal Sensor Placement for Black Box Stochastic Simulations AISTATS 2025 Enhancing Contrastive Learning Inspired by the Philosophy of “The Blind Men and the Elephant” AAAI 2025 On the Consistent Recovery of Joint Distributions from Conditionals AISTATS 2025 REG: Rectified Gradient Guidance for Conditional Diffusion Models ICML 2025 Scalable Generation of Spatial Transcriptomics from Histology Images via Whole-Slide Flow Matching ICML 2025 Scaling Probabilistic Circuits via Data Partitioning UAI 2025 All-in-one simulation-based inference ICML 2024 CGMGM: A Cross-Gaussian Mixture Generative Model for Few-Shot Semantic Segmentation AAAI 2024 Computing Low-Entropy Couplings for Large-Support Distributions UAI 2024 DiffATR: Diffusion-based Generative Modeling for Audio-Text Retrieval Interspeech 2024 JeDi: Joint-Image Diffusion Models for Finetuning-Free Personalized Text-to-Image Generation CVPR 2024 Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models ICLR 2024 Probabilistic Conceptual Explainers: Trustworthy Conceptual Explanations for Vision Foundation Models ICML 2024 Rethinking Independent Cross-Entropy Loss For Graph-Structured Data ICML 2024 Sampling-based Multi-dimensional Recalibration ICML 2024 Deriving Language Models from Masked Language Models ACL 2023 DiffusionRet: Generative Text-Video Retrieval with Diffusion Model ICCV 2023 Domain Generalization via Heckman-type Selection Models ICLR 2023 Minimum-Entropy Coupling Approximation Guarantees Beyond the Majorization Barrier AISTATS 2023 Multi-domain image generation and translation with identifiability guarantees ICLR 2023 One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale ICML 2023 Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification CVPR 2022 Multi-source domain adaptation via weighted joint distributions optimal transport UAI 2022 Plug-and-Play Recipe Generation with Content Planning EMNLP 2022