Masato Ishii

7 papers · 2019–2026 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🚀 Conference Pioneer

Venues

CVPR (2) ICLR (2) ACML (1) ICCV (1) WACV (1)

Top co-authors

Yuki Mitsufuji (5) Takashi Shibuya (4) Akio Hayakawa (4) Shusuke Takahashi (3) Christian Simon (3) Takashi Takenouchi (2) Zhi Zhong (2) Masashi Sugiyama (2) Shuyang Cui (1) Dong Gong (1)

Research topics

Machine Learning (7) Learning Types (5) Deep Learning (4) Application Areas (4) Models (4) Artificial Intelligence (3) Computer Vision (2) Core AI (2) Generation (2) Learning Paradigms (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

diffusion model (3) multimodal learning (2) domain adaptation (1) adversarial training (1) text-to-image generation (1) flow matching (1) text-to-video generation (1) latent optimization (1) inference-time alignment (1) length generalization (1) multimodal alignment (1) domain shift (1) instance weighting (1) audio-visual synchronization (1) discriminator guidance (1) sample weighting (1) sample reweighting (1) attribute information (1) text-to-audio generation (1) transferability estimation (1)

Papers

Echoes Over Time: Unlocking Length Generalization in Video-to-Audio Generation Models CVPR 2026 Mining your own secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models ICLR 2025 MMAudio: Taming Multimodal Joint Training for High-Quality Video-to-Audio Synthesis CVPR 2025 MMDisCo: Multi-Modal Discriminator-Guided Cooperative Diffusion for Joint Audio and Video Generation ICLR 2025 TITAN-Guide: Taming Inference-Time Alignment for Guided Text-to-Video Diffusion Models ICCV 2025 Partially Zero-shot Domain Adaptation from Incomplete Target Data with Missing Classes WACV 2020 Zero-shot Domain Adaptation Based on Attribute Information ACML 2019