Blog(5)

• A Reinforcement Learning-Based Rate Control for Neural Video Compression

  Past years have witnessed the explosive growth of end-to-end neural video compression (NVC) approaches.

• Enhancing Noise Resilience in Face Clustering via Sparse Differential Transformer

  The method used to measure relationships between face embeddings plays a crucial role in determining the performance of face clustering.

• OAMaskFlow: Occlusion-Aware Motion Mask for Scene Flow

  Scene flow task involves estimating both 3D structure and 3D motion of a complex and dynamic scene between a pair of video frames.

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Publications(24)

• FedP2EFT: Federated Learning to Personalize Parameter Efficient Fine-Tuning for Multilingual LLMs

  AuthorRoyson Lee, Minyoung Kim, Rui Li, Stylianos I. Venieris, Timothy Hospedales

  PublishedConference on Artificial Intelligence (AAAI)

  Date2026-01-20

• A Stochastic Approach to Bi-Level Optimization for Hyperparameter Optimization and Meta Learning

  AuthorMinyoung Kim, Timothy Hospedales

  PublishedAssociation for the Advancement of Artificial Intelligence Conference (AAAI)

  Date2025-02-28

• Efficient Neural Network Encoding for 3D Color Lookup Tables

  AuthorVahid Zehtab, Marcus A. Brubaker, Michael S. Brown

  PublishedNational Conference on Artificial Intelligence (AAAI)

  Date2025-02-25

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