Kernel Square-Loss Exemplar Machines for Image Retrieval. - Rafael S. Rezende; Joaquin Zepeda; Jean Ponce; Francis R. Bach; Patrick Pérez (CVPR, 2017)

SCNet: Learning Semantic Correspondence. - Kai Han 001; Rafael S. Rezende; Bumsub Ham; Kwan-Yee K. Wong; Minsu Cho; Cordelia Schmid; Jean Ponce (ICCV, 2017)

New methods for image classification, image retrieval and semantic correspondence . (Nouvelles méthodes pour classification d'image, recherche d'image et correspondance sémantique ). - Rafael S. Rezende (2017)

Did It Change? Learning to Detect Point-Of-Interest Changes for Proactive Map Updates. - Jérôme Revaud; Minhyeok Heo; Rafael S. Rezende; Chanmi You; Seong-Gyun Jeong (CVPR, 2019)

Learning With Average Precision: Training Image Retrieval With a Listwise Loss. - Jérôme Revaud; Jon Almazán; Rafael S. Rezende; César Roberto de Souza (ICCV, 2019)

Probabilistic Embeddings for Cross-Modal Retrieval. - Sanghyuk Chun; Seong Joon Oh; Rafael Sampaio de Rezende; Yannis Kalantidis; Diane Larlus (CVPR, 2021)

StacMR: Scene-Text Aware Cross-Modal Retrieval. - Andrés Mafla; Rafael Sampaio de Rezende; Lluís Gómez; Diane Larlus; Dimosthenis Karatzas (WACV, 2021)

Simple and Effective Balance of Contrastive Losses. - Arnaud Sors; Rafael Sampaio de Rezende; Sarah Ibrahimi; Jean-Marc Andreoli (CoRR, 2021)

ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity. - Ginger Delmas; Rafael Sampaio de Rezende; Gabriela Csurka; Diane Larlus (ICLR, 2022)

Learning with Label Noise for Image Retrieval by Selecting Interactions. - Sarah Ibrahimi; Arnaud Sors; Rafael Sampaio de Rezende; Stéphane Clinchant (WACV, 2022)

AToMiC: An Image/Text Retrieval Test Collection to Support Multimedia Content Creation. - Jheng-Hong Yang; Carlos Lassance; Rafael Sampaio de Rezende; Krishna Srinivasan; Miriam Redi; Stéphane Clinchant; Jimmy Lin (SIGIR, 2023)

TREC2023 AToMiC Overview. - Jheng-Hong Yang; Carlos Lassance; Rafael Sampaio de Rezende; Krishna Srinivasan; Miriam Redi; Stéphane Clinchant; Jimmy Lin (TREC, 2023)

Weatherproofing Retrieval for Localization with Generative AI and Geometric Consistency. - Yannis Kalantidis; Mert Bülent Sariyildiz; Rafael S. Rezende; Philippe Weinzaepfel; Diane Larlus; Gabriela Csurka (ICLR, 2024)

RANa: Retrieval-Augmented Navigation. - Gianluca Monaci; Rafael S. Rezende; Romain Deffayet; Gabriela Csurka; Guillaume Bono; Hervé Déjean; Stéphane Clinchant; Christian Wolf 001 (CoRR, 2025)