Semi-Supervised Semantic Segmentation With Cross-Consistency Training. - Yassine Ouali; Céline Hudelot; Myriam Tami (CVPR, 2020)

Autoregressive Unsupervised Image Segmentation. - Yassine Ouali; Céline Hudelot; Myriam Tami (ECCV (7), 2020)

An Overview of Deep Semi-Supervised Learning. - Yassine Ouali; Céline Hudelot; Myriam Tami (CoRR, 2020)

Target Consistency for Domain Adaptation: when Robustness meets Transferability. - Yassine Ouali; Victor Bouvier; Myriam Tami; Céline Hudelot (CoRR, 2020)

Spatial Contrastive Learning for Few-Shot Classification. - Yassine Ouali; Céline Hudelot; Myriam Tami (ECML/PKDD (1), 2021)

Black Box Few-Shot Adaptation for Vision-Language models. - Yassine Ouali; Adrian Bulat; Brais Martínez; Georgios Tzimiropoulos (ICCV, 2023)

Learning with Limited Labeled Data. (Apprentissage avec peu de données étiquetées). - Yassine Ouali (2023)

FFF: Fixing Flawed Foundations in contrastive pre-training results in very strong Vision-Language models. - Adrian Bulat; Yassine Ouali; Georgios Tzimiropoulos (CVPR, 2024)

CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs. - Yassine Ouali; Adrian Bulat; Brais Martínez; Georgios Tzimiropoulos (ECCV (76), 2024)

Efficient Vision-Language pre-training via domain-specific learning for human activities. - Adrian Bulat; Yassine Ouali; Ricardo Guerrero; Brais Martínez; Georgios Tzimiropoulos (EMNLP, 2024)

QBB: Quantization with Binary Bases for LLMs. - Adrian Bulat; Yassine Ouali; Georgios Tzimiropoulos (NeurIPS, 2024)

Discriminative Fine-tuning of LVLMs. - Yassine Ouali; Adrian Bulat; Alexandros Xenos; Anestis Zaganidis; Ioannis Maniadis Metaxas; Brais Martínez; Georgios Tzimiropoulos (CoRR, 2024)

VladVA: Discriminative Fine-tuning of LVLMs. - Yassine Ouali; Adrian Bulat; Alexandros Xenos; Anestis Zaganidis; Ioannis Maniadis Metaxas; Brais Martínez; Georgios Tzimiropoulos (CVPR, 2025)

Fwd2Bot: LVLM Visual Token Compression with Double Forward Bottleneck. - Adrian Bulat; Yassine Ouali; Georgios Tzimiropoulos (CoRR, 2025)