Showing 1–20 of 20 results
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Apr 2, 2026SEDGE: Structural Extrapolated Data GenerationDec 11, 2025Beyond the Black Box: Identifiable Interpretation and Control in Generative Models via Causal MinimalityDec 11, 2025Learning by Analogy: A Causal Framework for Composition GeneralizationOct 2, 2025Advancing Reasoning in Diffusion Language Models with Denoising Process RewardsSep 30, 2025Nonparametric Identification of Latent ConceptsJul 29, 2025SmartCLIP: Modular Vision-language Alignment with Identification GuaranteesMar 1, 2025Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation LearningFeb 4, 2025Controllable Video Generation with Provable DisentanglementFeb 7, 2024Causal Representation Learning from Multiple Distributions: A General SettingDec 5, 2023DreamInpainter: Text-Guided Subject-Driven Image Inpainting with Diffusion ModelsJun 21, 2023Semi-Implicit Denoising Diffusion Models (SIDDMs)Jun 10, 2023Partial Identifiability for Domain AdaptationJun 9, 2023Advancing Counterfactual Inference through Nonlinear Quantile RegressionJan 29, 2023Emerging Synergies in Causality and Deep Generative Models: A SurveyDec 9, 2022SmartBrush: Text and Shape Guided Object Inpainting with Diffusion ModelJun 28, 2022Adversarial Consistency for Single Domain Generalization in Medical Image SegmentationMar 23, 2022Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image TranslationSep 24, 2021Unaligned Image-to-Image Translation by Learning to ReweightAug 19, 2021Box-Adapt: Domain-Adaptive Medical Image Segmentation using Bounding BoxSupervisionDec 22, 2019An Overview on Smart Contracts: Challenges, Advances and Platforms