Dongsheng An

9 papers · 2020–2026 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🔥 Unstoppable · Bronze

Venues

CVPR (3) ECCV (2) ICLR (2) AAAI (1) WACV (1)

Top co-authors

Na Lei (5) Qin Zhang (3) Yifan Xing (3) Xianfeng Gu (3) Xiaoyin Xu (2) Yang Guo (2) Zhihua Li (2) Min Zhang (2) Xiang Xu (2) Zhuowen Tu (2)

Research topics

Machine Learning (7) Optimization & Theory (5) Computer Vision (4) Deep Learning (3) Artificial Intelligence (2) Mathematics & Optimization (2) Application Areas (2) Core AI (2) Models (2) Optimization (2) Analysis (1) Bayesian & Probabilistic (1) Core Methods (1) Domain-Specific (1) Generation (1)

Keywords

optimal transport (4) langevin dynamics (1) image segmentation (1) image generation (1) knowledge distillation (1) multimodal learning (1) referring expression (1) deepfake detection (1) markov chain monte carlo (1) transductive inference (1) probability measure (1) proximal gradient (1) proximal gradient algorithm (1) sinkhorn algorithm (1) generative model (1) latent variable model (1) entropy regularization (1) variational autoencoder (1) deep metric learning (1) fast fourier transform (1)

Papers

AuthGuard: Generalizable Deepfake Detection via Language Guidance WACV 2026 Ground-V: Teaching VLMs to Ground Complex Instructions in Pixels CVPR 2025 Learning for Transductive Threshold Calibration in Open-World Recognition CVPR 2024 Volumetric Optimal Transportation by Fast Fourier Transform ICLR 2023 Approximate Discrete Optimal Transport Plan with Auxiliary Measure Method ECCV 2022 Efficient Optimal Transport Algorithm by Accelerated Gradient Descent AAAI 2022 Learning Deep Latent Variable Models by Short-Run MCMC Inference With Optimal Transport Correction CVPR 2021 AE-OT: A NEW GENERATIVE MODEL BASED ON EXTENDED SEMI-DISCRETE OPTIMAL TRANSPORT ICLR 2020 AE-OT-GAN: Training GANs from data specific latent distribution ECCV 2020