Blog(2)

• 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.

• Website Clustering via Transformer Context Models

  Individual characteristics as age, gender etc. are often relevant features in tasks such as lifetime value or uplift modelling. Those variables are sufficiently good in describing some high-level heuristics about a population.

Research Areas(0)

Publications(21)

• Data-driven Clustering and Merging of Adapters for On-device Large Language Models

  AuthorOndrej Bohdal, Mete Ozay, Jijoong Moon, Kyeng-Hun Lee, Hyeonmok Ko

  PublishedIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

  Date2026-05-04

• Clustering-driven Memory Compression for On-device Large Language Models

  AuthorOndrej Bohdal, Mete Ozay

  PublishedIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

  Date2026-05-04

• LIFT: Learning to Fine-Tune via Bayesian Parameter Efficient Meta Fine-Tuning

  AuthorMinyoung Kim, Timothy Hospedales

  PublishedInternational Conference on Learning Representation (ICLR)

  Date2025-04-25

View More

News(4)

• [Blog] 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.

• [Blog] A Graph Clustering-Based Resource Reservation Solution for Low-Latency Networks in Massive MIMO Systems

  The low-latency networks (LLNs), which have stringent latency requirements, play a crucial role in the digital transformation of network services in Industry 4.0.

• [Blog] Clustering-based Hard Negative Sampling for Supervised Contrastive Speaker Verification

  In speaker verification, contrastive learning is gaining popularity as an alternative to the traditionally used classification-based approaches.

View More

Others(0)