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Dewei Zhou

5 papers · 2023–2026 · 4 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 · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

CVPR (2) ICCV (1) ICLR (1) IJCAI (1)

Top co-authors

Yi Yang (5) Zongxin Yang (3) You Li (2) Fan Ma (2) Mingwei Li (1) Fu Li (1) Ji Xie (1) Xiaoting Zhang (1) Dongliang He (1)

Research topics

Deep Learning (5) Models (5) Computer Vision (4) Generation (3) Artificial Intelligence (2) Core AI (2) Learning Types (1) Processing (1)

Keywords

attention mechanism (2) multi-instance generation (2) text-to-image synthesis (1) image synthesis (1) text-to-image generation (1) image denoising (1) sound synthesis (1) diffusion model (1) text-to-image model (1) stable diffusion (1) low-light enhancement (1) latent diffusion model (1) diffusion transformer (1) attribute binding (1) joint attention (1) depth map (1) low-light image enhancement (1) video-to-audio generation (1) instance control (1) pyramid architecture (1)

Papers

FoleyDirector: Fine-Grained Temporal Steering for Video-to-Audio Generation via Structured Scripts CVPR 2026 3DIS: Depth-Driven Decoupled Image Synthesis for Universal Multi-Instance Generation ICLR 2025 DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models ICCV 2025 MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis CVPR 2024 Pyramid Diffusion Models for Low-light Image Enhancement IJCAI 2023