Mattia Soldan

6 papers · 2022–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 📈 Trend Setter

Venues

CVPR (2) ICCV (2) ICLR (1) NeurIPS (1)

Top co-authors

Bernard Ghanem (6) Fabian Caba Heilbron (3) Chen Zhao (2) Alejandro Pardo (2) Mike Zheng Shou (1) Alberto Mario Ceballos-Arroyo (1) Michael Wray (1) Eric Z. XU (1) WANG HongFa (1) Juan-Manuel Perez-Rua (1)

Research topics

Computer Vision (5) Deep Learning (5) Artificial Intelligence (4) Core AI (4) Processing (4) Architectures (3) Learning Types (3) Machine Learning (2) Application Areas (2) Natural Language Processing (1) Analysis (1) Applications (1) Domain-Specific (1) Generation (1) Learning Paradigms (1)

Keywords

encoder-decoder model (2) long-form video (2) multimodal learning (2) action recognition (1) self-attention mechanism (1) transfer learning (1) video generation (1) knowledge distillation (1) egocentric vision (1) temporal grounding (1) autoregressive model (1) benchmark dataset (1) video-text retrieval (1) large-scale dataset (1) encoder-decoder architecture (1) untrimmed video (1) natural language grounding (1) video grounding (1) token reduction (1) temporal localization (1)

Papers

ResidualViT for Efficient Temporally Dense Video Encoding ICCV 2025 Boundary Denoising for Video Activity Localization ICLR 2024 Towards Automated Movie Trailer Generation CVPR 2024 Localizing Moments in Long Video Via Multimodal Guidance ICCV 2023 Egocentric Video-Language Pretraining NeurIPS 2022 MAD: A Scalable Dataset for Language Grounding in Videos From Movie Audio Descriptions CVPR 2022