← Authors

Yuki Mitsufuji

39 papers · 2018–2026 · 11 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (7) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (71) 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (7) 🀝 Dynamic Duo (16) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (10) ⚑ Prolific Year (9) πŸ’Ž Century Club (37) πŸ—ƒοΈ Keyword Collector (149) πŸ”₯ Unstoppable (5)

Conferences

ICLR (10) ICML (6) CVPR (4) INTERSPEECH (4) ACL (3) EMNLP (3) NIPS (3) AAAI (2) ICCV (2) IJCAI (1) NAACL (1)

Top co-authors

Yuhta Takida (16) Naoki Murata (15) Chieh-Hsin Lai (15) Takashi Shibuya (12) Hiromi Wakaki (9) Toshimitsu Uesaka (9) Wei-Hsiang Liao (8) Mengjie Zhao (6) Naoya Takahashi (6) Dongjun Kim (5)

Research topics

Privacy (1)

Keywords

diffusion model (10) multimodal learning (5) commonsense knowledge (3) generative model (3) zero-shot learning (2) image generation (2) music editing (2) text-to-image model (2) commonsense reasoning (2) novel view synthesis (2) knowledge graph (2) large language model (2) speech enhancement (2) audio source separation (2) text-to-video diffusion (2) dialogue generation (1) knowledge distillation (1) image restoration (1) personalized generation (1) attention mechanism (1)

Papers

SteerMusic: Enhanced Musical Consistency for Zero-shot Text-Guided and Personalized Music Editing AAAI 2026
Video Camera Trajectory Editing with Generative Rendering from Estimated Geometry AAAI 2026
Weighted Point Set Embedding for Multimodal Contrastive Learning Toward Optimal Similarity Metric ICLR 2025
VinaBench: Benchmark for Faithful and Consistent Visual Narratives CVPR 2025
Classifier-Free Guidance Inside the Attraction Basin May Cause Memorization CVPR 2025
MMAudio: Taming Multimodal Joint Training for High-Quality Video-to-Audio Synthesis CVPR 2025
DeepResonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning EMNLP 2025
CARE: Multilingual Human Preference Learning for Cultural Awareness EMNLP 2025
Transformed Low-rank Adaptation via Tensor Decomposition and Its Applications to Text-to-image Models ICCV 2025
TITAN-Guide: Taming Inference-Time Alignment for Guided Text-to-Video Diffusion Models ICCV 2025
SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound Generation ICLR 2025
MMDisCo: Multi-Modal Discriminator-Guided Cooperative Diffusion for Joint Audio and Video Generation ICLR 2025
HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning ICLR 2025
Jump Your Steps: Optimizing Sampling Schedule of Discrete Diffusion Models ICLR 2025
Mining your own secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models ICLR 2025
Distillation of Discrete Diffusion through Dimensional Correlations ICML 2025
Supervised Contrastive Learning from Weakly-Labeled Audio Segments for Musical Version Matching ICML 2025
VCT: Training Consistency Models with Variational Noise Coupling ICML 2025
Cross-Modal Learning for Music-to-Music-Video Description Generation NAACL 2025
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models IJCAI 2024
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher NIPS 2024
SilentCipher: Deep Audio Watermarking INTERSPEECH 2024
SAN: Inducing Metrizability of GAN with Discriminative Normalized Linear Layer ICLR 2024
GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping NIPS 2024
DiffuCOMET: Contextual Commonsense Knowledge Diffusion ACL 2024
On the Language Encoder of Contrastive Cross-modal Models ACL 2024
Manifold Preserving Guided Diffusion ICLR 2024
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion ICLR 2024
STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events NIPS 2023
PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging Narratives ACL 2023
Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement INTERSPEECH 2023
FP-Diffusion: Improving Score-based Diffusion Models by Enforcing the Underlying Score Fokker-Planck Equation ICML 2023
GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration ICML 2023
CLIPSep: Learning Text-queried Sound Separation with Noisy Unlabeled Videos ICLR 2023
SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization ICML 2022
ComFact: A Benchmark for Linking Contextual Commonsense Knowledge EMNLP 2022
Densely Connected Multi-Dilated Convolutional Networks for Dense Prediction Tasks CVPR 2021
Recursive Speech Separation for Unknown Number of Speakers INTERSPEECH 2019
PhaseNet: Discretized Phase Modeling with Deep Neural Networks for Audio Source Separation INTERSPEECH 2018