David I. Inouye

11 papers · 2021–2025 · 6 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (6) 💎 Century Club (11) 🔥 Unstoppable (5)

Conferences

ICLR (4) ICML (3) AISTATS (1) CVPR (1) ICCV (1) NIPS (1)

Top co-authors

Zeyu Zhou (4) Sean Kulinski (3) Ruqi Bai (3) Murat Kocaoglu (2) Jim Lim (2) ZIYU GONG (2) Sheikh Shams Azam (1) Xiaoqian Wang (1) Jing Gao (1) Saurabh Bagchi (1)

Keywords

optimal transport (2) domain adaptation (2) algorithmic fairness (1) image generation (1) probabilistic modeling (1) density estimation (1) machine learning fairness (1) machine learning (1) distribution shift (1) excess risk (1) variational approximation (1) decision tree (1) latent space (1) text-to-image diffusion (1) tabular datum (1) flow-based model (1) distribution alignment (1) spatial reasoning (1) cross attention (1) counterfactual fairness (1)

Papers

Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder ICCV 2025

Expressive Score-Based Priors for Distribution Matching with Geometry-Preserving Regularization ICML 2025

Counterfactual Fairness by Combining Factual and Counterfactual Predictions NIPS 2024

Benchmarking Algorithms for Federated Domain Generalization ICLR 2024

Towards Characterizing Domain Counterfactuals for Invertible Latent Causal Models ICLR 2024

Efficient Federated Domain Translation ICLR 2023

Towards Explaining Distribution Shifts ICML 2023

StarCraftImage: A Dataset for Prototyping Spatial Reasoning Methods for Multi-Agent Environments CVPR 2023

Iterative Alignment Flows AISTATS 2022

Discrete Tree Flows via Tree-Structured Permutations ICML 2022

Shapley Explanation Networks ICLR 2021