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(6)

• 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

• Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP

  AuthorShell Xu Hu

  PublishedConference on Empirical Methods in Natural Language Processing (EMNLP)

  Date2024-11-13

• You Only Need One Step: Fast Super-Resolution with Stable Diffusion via Scale Distillation

  AuthorMehdi Noroozi, Isma Hadji, Brais Martinez, Adrian Bulat, Georgios Tzimiropoulos

  PublishedEuropean Conference on Computer Vision (ECCV)

  Date2024-09-30

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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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