Vincent Tao Hu

15 papers · 2020–2026 · 6 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 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24) 🏃 Academic Marathon · Sprint 💎 Century Club · Bronze

🗃️ Keyword Collector (60) 🔥 Unstoppable · Bronze ❓ The Questioner ⚡ Prolific Year · Productive

Venues

ECCV (4) AAAI (3) CVPR (3) ICCV (2) WACV (2) ICLR (1)

Top co-authors

Bjorn Ommer (9) Ming Gui (6) Pingchuan Ma (5) Stefan Andreas Baumann (5) Johannes Schusterbauer (4) Olga Grebenkova (4) Cees G. M. Snoek (3) Pascal Mettes (3) Felix Krause (3) Johannes S Fischer (2)

Research topics

Deep Learning (9) Computer Vision (8) Machine Learning (8) Models (8) Generation (5) Learning Types (4) Artificial Intelligence (2) Analysis (2) Application Areas (2) Architectures (2) Core Methods (2) Optimization & Theory (2) Techniques (2) Mathematics & Optimization (1) Core AI (1)

Keywords

diffusion model (6) image generation (4) generative model (2) self-supervised learning (2) flow matching (2) depth estimation (1) action recognition (1) contrastive learning (1) optimal transport (1) style transfer (1) efficient training (1) knowledge distillation (1) embedding space (1) model architecture (1) conditional generation (1) image synthesis (1) image editing (1) text-to-image generation (1) generative art (1) feature extraction (1)

Papers

Guiding Token-Sparse Diffusion Models CVPR 2026 Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions CVPR 2025 DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching AAAI 2025 Distillation of Diffusion Features for Semantic Correspondence WACV 2025 Does VLM Classification Benefit from LLM Description Semantics? AAAI 2025 Stochastic Interpolants for Revealing Stylistic Flows across the History of Art ICCV 2025 ToddlerDiffusion: Interactive Structured Image Generation with Cascaded Schrödinger Bridge ICLR 2025 TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training ICCV 2025 FMBoost: Boosting Latent Diffusion with Flow Matching ECCV 2024 Latent Space Editing in Transformer-Based Flow Matching AAAI 2024 ZigMa: A DiT-style Zigzag Mamba Diffusion Model ECCV 2024 Self-Guided Diffusion Models CVPR 2023 Self-Supervised Video Representation Learning With Cross-Stream Prototypical Contrasting WACV 2022 Localizing the Common Action Among a Few Videos ECCV 2020 PointMixup: Augmentation for Point Clouds ECCV 2020