Blog(2)

• Blind Face Video Restoration with Temporal Consistent Generative Prior and Degradation-Aware Prompt

  In real-world scenarios, both face images and videos may suffer from unknown and varied types of degradation, such as down-sampling, noise, blur, and compression.

• Diffusion based Text-to-Music Generation with Global and Local Text based Conditioning

  Text-To-Music (TTM) generation model generates music tracks from text descriptions such as “A rock and roll song played by guitar”.

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Publications(9)

• Hearable Image: On-Device Image-Driven Sound Effect Generation for Hearing What You See

  AuthorDeokjun Eom, Nahyun Kim, Woohyun Nam, Kyung-Rae Kim, Chaebin Im, Jungwon Park

  PublishedInternational Conference on Information and Knowledge Management (CIKM)

  Date2025-11-10

• RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior

  AuthorChinghua Lee, Chouchang Yang ,Retiree, Yashas Malur Saidutta, Yilin Shen, Hongxia Jin

  PublishedInternational Conference on Machine Learning (ICML)

  Date2025-05-01

• ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning

  AuthorRuchika Chavhan, Da Li, Timothy Hospedales

  PublishedInternational Conference on Learning Representation (ICLR)

  Date2025-04-25

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News(3)

• [Blog] Edge-SD-SR: Low Latency and Parameter Efficient On-device Super-Resolution with Stable Diffusion via Bidirectional Conditioning

  Stable Diffusion [1] for Super Resolution (i.e. SD-SR), has been shown to produce steep improvements compared to previous SR approaches.

• [Blog] FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion

  In the rapidly evolving field of artificial intelligence, diffusion models have emerged as powerful tools for generating high-quality images.

• [Blog] Diffusion based Text-to-Music Generation with Global and Local Text based Conditioning

  Text-To-Music (TTM) generation model generates music tracks from text descriptions such as “A rock and roll song played by guitar”.

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