News

9 papers from the Centre for Multimodal AI have been accepted and are to be presented in the main conference and in workshops.

1. Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization, James Oldfield, Markos Georgopoulos, Grigorios G. Chrysos, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Jiankang Deng, Ioannis Patras. (code),
2. CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition, Zhonglin Sun, Siyang Song, Ioannis Patras, Georgios Tzimiropoulos. (code)
3. Jian Hu, Jiayi Lin, Junchi Yan, Shaogang Gong. "Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation". (https://lwpyh.github.io/ProMaC/).
4. QBB: Quantization with Binary Bases for LLMs , Adrian Bulat, Yassine Ouali, Georgios Tzimiropoulos
5. Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models, Chengzhengxu Li, Xiaoming Liu, Zhaohan Zhang, Yichen Wang, Chen Liu, Yu Lan, Chao Shen

Workshop papers:

1. Continuous Autoregressive Models with Noise Augmentation Avoid Error Accumulation, Marco Pasini, Javier Nistal, Stefan Lattner, George Fazekas, Audio Imagination Workshop
2. Disentangling Multi-instrument Music Audio for Source-level Pitch and Timbre Manipulation, Yin-Jyun Luo, Kin Wai Cheuk, Woosung Choi, Wei-Hsiang Liao, Keisuke Toyama, Toshimitsu Uesaka, Koichi Saito, Chieh-Hsin Lai, Yuhta Takida, Simon Dixon, Yuki Mitsufuji, , Audio Imagination Workshop
3. Composers' Evaluations of an AI Music Tool: Insights for Human-Centered Design, Eleanor Row, George Fazekas, Generative AI and Creativity workshop
4. Going beyond H&E and Oncology: how do Histopathology Foundation Models perform for multi-stain IHC & Immunology? Amaya Gallagher-Syed, Elena Pontarini, Myles J. Lewis, Gregory Slabaugh, Michael R Barnes, Advancements. In Medical Foundation Models: Explainability, Robustness, Security, and Beyond Workshop.