Temporal Localization of Moments in Video Collections with Natural Language. - Victor Escorcia; Mattia Soldan; Josef Sivic; Bernard Ghanem; Bryan C. Russell (CoRR, 2019)

Seq2Seq RNN based Gait Anomaly Detection from Smartphone Acquired Multimodal Motion Data. - Riccardo Bonetto; Mattia Soldan; Alberto Lanaro; Simone Milani; Michele Rossi (CoRR, 2019)

VLG-Net: Video-Language Graph Matching Network for Video Grounding. - Mattia Soldan; Mengmeng Xu 006; Sally Sisi Qu; Jesper Tegnér; Bernard Ghanem (ICCVW, 2021)

MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions. - Mattia Soldan; Alejandro Pardo; Juan León Alcázar; Fabian Caba Heilbron; Chen Zhao 002; Silvio Giancola; Bernard Ghanem (CVPR, 2022)

Egocentric Video-Language Pretraining. - Kevin Qinghong Lin; Jinpeng Wang 001; Mattia Soldan; Michael Wray; Rui Yan 001; Eric Zhongcong Xu; Difei Gao; Rong-Cheng Tu; Wenzhe Zhao; Weijie Kong; Chengfei Cai; Hongfa Wang; et al. (NeurIPS, 2022)

Egocentric Video-Language Pretraining. - Kevin Qinghong Lin; Alex Jinpeng Wang; Mattia Soldan; Michael Wray; Rui Yan 001; Eric Zhongcong Xu; Difei Gao; Rong-Cheng Tu; Wenzhe Zhao; Weijie Kong; Chengfei Cai; Hongfa Wang; et al. (CoRR, 2022)

Egocentric Video-Language Pretraining @ Ego4D Challenge 2022. - Kevin Qinghong Lin; Alex Jinpeng Wang; Mattia Soldan; Michael Wray; Rui Yan 001; Eric Zhongcong Xu; Difei Gao; Rong-Cheng Tu; Wenzhe Zhao; Weijie Kong; Chengfei Cai; Hongfa Wang; et al. (CoRR, 2022)

Localizing Moments in Long Video Via Multimodal Guidance. - Wayner Barrios; Mattia Soldan; Alberto Mario Ceballos-Arroyo; Fabian Caba Heilbron; Bernard Ghanem (ICCV, 2023)

Towards Automated Movie Trailer Generation. - Dawit Mureja Argaw; Mattia Soldan; Alejandro Pardo; Chen Zhao 002; Fabian Caba Heilbron; Joon Son Chung; Bernard Ghanem (CVPR, 2024)

Boundary Denoising for Video Activity Localization. - Mengmeng Xu 006; Mattia Soldan; Jialin Gao; Shuming Liu 001; Juan-Manuel Pérez-Rúa; Bernard Ghanem (ICLR, 2024)

Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration. - Juan C. Pérez; Alejandro Pardo; Mattia Soldan; Hani Itani; Juan Leon Alcazar; Bernard Ghanem (CoRR, 2024)

OpenTAD: A Unified Framework and Comprehensive Study of Temporal Action Detection. - Shuming Liu 001; Chen Zhao 002; Fatimah Zohra; Mattia Soldan; Alejandro Pardo; Mengmeng Xu 006; Lama Alssum; Merey Ramazanova; Juan León Alcázar; Anthony Cioppa; Silvio Giancola; Carlos Hinojosa; et al. (CVPR Workshops, 2025)

ResidualViT for Efficient Temporally Dense Video Encoding. - Mattia Soldan; Fabian Caba Heilbron; Bernard Ghanem; Josef Sivic; Bryan C. Russell (CoRR, 2025)