Yassine Ouali

According to our database, Yassine Ouali authored at least 16 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

VISion On Request: Enhanced VLLM efficiency with sparse, dynamically selected, vision-language interactions.

Adrian Bulat, Alberto Baldrati, Ioannis Maniadis Metaxas, Yassine Ouali, Georgios Tzimiropoulos

CoRR, March, 2026

2025

Fwd2Bot: LVLM Visual Token Compression with Double Forward Bottleneck.

Adrian Bulat, Yassine Ouali, Georgios Tzimiropoulos

CoRR, March, 2025

Vision-Free Retrieval: Rethinking Multimodal Search with Textual Scene Descriptions.

Ioanna Ntinou, Alexandros Xenos, Yassine Ouali, Adrian Bulat, Georgios Tzimiropoulos

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

VladVA: Discriminative Fine-tuning of LVLMs.

Yassine Ouali, Adrian Bulat, Alexandros Xenos, Anestis Zaganidis, Ioannis Maniadis Metaxas, Brais Martínez, Georgios Tzimiropoulos

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Discriminative Fine-tuning of LVLMs.

Yassine Ouali, Adrian Bulat, Alexandros Xenos, Anestis Zaganidis, Ioannis Maniadis Metaxas, Brais Martínez, Georgios Tzimiropoulos

CoRR, 2024

QBB: Quantization with Binary Bases for LLMs.

Adrian Bulat, Yassine Ouali, Georgios Tzimiropoulos

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Efficient Vision-Language pre-training via domain-specific learning for human activities.

Adrian Bulat, Yassine Ouali, Ricardo Guerrero, Brais Martínez, Georgios Tzimiropoulos

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs.

Yassine Ouali, Adrian Bulat, Brais Martínez, Georgios Tzimiropoulos

Proceedings of the Computer Vision - ECCV 2024, 2024

FFF: Fixing Flawed Foundations in contrastive pre-training results in very strong Vision-Language models.

Adrian Bulat, Yassine Ouali, Georgios Tzimiropoulos

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Learning with Limited Labeled Data. (Apprentissage avec peu de données étiquetées).

Yassine Ouali

PhD thesis, 2023

Black Box Few-Shot Adaptation for Vision-Language models.

Yassine Ouali, Adrian Bulat, Brais Martínez, Georgios Tzimiropoulos

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2021

Spatial Contrastive Learning for Few-Shot Classification.

Yassine Ouali, Céline Hudelot, Myriam Tami

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

2020

Target Consistency for Domain Adaptation: when Robustness meets Transferability.

Yassine Ouali, Victor Bouvier, Myriam Tami, Céline Hudelot

CoRR, 2020

An Overview of Deep Semi-Supervised Learning.

Yassine Ouali, Céline Hudelot, Myriam Tami

CoRR, 2020

Autoregressive Unsupervised Image Segmentation.

Yassine Ouali, Céline Hudelot, Myriam Tami

Proceedings of the Computer Vision - ECCV 2020, 2020

Semi-Supervised Semantic Segmentation With Cross-Consistency Training.

Yassine Ouali, Céline Hudelot, Myriam Tami

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020