Scholar
Brais Martinez
Google Scholar ID: -62MApgAAAAJ
Samsung AI Centre
Citations & Impact
Citations
3,721
H-index
28
i10-index
36
Publications
20
Co-authors
26
list available
Contact
Publications
Resume (English only)
Academic Achievements
- 3 papers accepted at CVPR 2025: 'Discriminative Fine-tuning of LVLMs', 'Edge-SD-SR', and 'FAM Diffusion'.
- 1 paper at NeurIPS: 'A Bayesian Approach to Data Point Selection'.
- 2 papers at EMNLP: main conference paper on efficient V&L pre-training and Findings paper 'MobileQuant' (with open-source code).
- 2 papers at ECCV 2024 and 1 at IJCV: including 'You Only Need One Step' (single-step super-resolution) and 'CLIP-DPO'.
- Oral presentation at EACL 2024: 'Graph Guided Question Answer Generation', developing compact procedural QA assistants competitive with ChatGPT on mobile devices.
- 4 papers at ICCV 2023: covering zero-shot video classification, few-shot V&L adaptation, detection prompting, and Bayesian prompt learning (with public code).
- 1 paper at ICLR 2023 (title incomplete in source).
- Consistent focus on efficient on-device AI via compression, quantization, distillation, and architecture design.
