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Menghan Xia

17 papers · 2015–2026 · 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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+5 more ↓ πŸŒ‰ Interdisciplinary Bridge Β· Silver πŸ—ΊοΈ Taxonomy Completionist (23) 🌍 Conference Polyglot Β· Silver 🐣 Hot Topic Early Bird πŸƒ Academic Marathon Β· Half
🀝 Dynamic Duo (10) ⚑ Prolific Year Β· Productive πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (72)

Venues

CVPR (6) ECCV (4) ICLR (4) ICCV (2) AAAI (1)

Top co-authors

Xintao Wang (10) Yong Zhang (7) Ying Shan (6) Xiaodong Cun (6) Haoxin Chen (5) Di Zhang (4) Tien-Tsin Wong (4) Pengfei Wan (4) Yingqing He (3) Xiao Fu (2)

Research topics

Computer Vision (12) Deep Learning (11) Generation (8) Models (8) Processing (5) Architectures (4) Artificial Intelligence (2) Core AI (2) Domain-Specific (2) Learning Types (2) Techniques (2) Machine Learning (1) Mathematics & Optimization (1) Speech & Audio (1) Analysis (1)

Keywords

video generation (3) diffusion model (3) image generation (2) video super-resolution (2) text-to-video generation (2) image restoration (2) facial animation (1) energy optimization (1) speech recognition (1) distribution shift (1) generative adversarial network (1) image inpainting (1) image rectification (1) implicit neural representation (1) image super-resolution (1) model training (1) convolutional neural network (1) autoregressive model (1) implicit representation (1) knowledge distillation (1)

Papers

DUO-VSR: Dual-Stream Distillation for One-Step Video Super-Resolution CVPR 2026 3DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation ICLR 2025 PatchVSR: Breaking Video Diffusion Resolution Limits with Patch-wise Video Super-Resolution CVPR 2025 ReCamMaster: Camera-Controlled Generative Rendering from A Single Video ICCV 2025 SynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse Viewpoints ICLR 2025 DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors ECCV 2024 FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling ICLR 2024 Make a Cheap Scaling: A Self-Cascade Diffusion Model for Higher-Resolution Adaptation ECCV 2024 Noise Calibration: Plug-and-play Content-Preserving Video Enhancement using Pre-trained Video Diffusion Models ECCV 2024 ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models ICLR 2024 VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models CVPR 2024 CodeTalker: Speech-Driven 3D Facial Animation With Discrete Motion Prior CVPR 2023 CoordFill: Efficient High-Resolution Image Inpainting via Parameterized Coordinate Querying AAAI 2023 PalGAN: Image Colorization with Palette Generative Adversarial Networks ECCV 2022 Deep Halftoning With Reversible Binary Pattern ICCV 2021 Exploiting Aliasing for Manga Restoration CVPR 2021 Line-Based Multi-Label Energy Optimization for Fisheye Image Rectification and Calibration CVPR 2015