Alasdair Newson

5 papers · 2021–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

ICCV (2) ECCV (1) ICLR (1) NeurIPS (1)

Top co-authors

Yann Gousseau (2) Pierre Hellier (2) Jayneel Parekh (2) Xu Yao (2) Pegah Khayatan (1) Patrick Pérez (1) Quentin Bouniot (1) Matthieu Cord (1) Florence Tupin (1) Florence d'Alché-Buc (1)

Research topics

Artificial Intelligence (2) Computer Vision (2) Deep Learning (2) Machine Learning (2) Analysis (2) Core AI (2) Architectures (1) Core Methods (1) Domain-Specific (1) Learning Types (1) Models (1) Processing (1)

Keywords

latent space (2) unsupervised learning (1) representation learning (1) semantic segmentation (1) sensor fusion (1) model interpretability (1) multi-view learning (1) generative model (1) large multimodal model (1) video editing (1) interpretable model (1) identity preservation (1) attribute disentanglement (1) face editing (1) multimodal concept (1) radar processing (1) concept grounding (1) dictionary learning (1) concept-based learning (1)

Papers

Restyling Unsupervised Concept Based Interpretable Networks with Generative Models ICLR 2025 A Concept-Based Explainability Framework for Large Multimodal Models NeurIPS 2024 A Style-Based GAN Encoder for High Fidelity Reconstruction of Images and Videos ECCV 2022 A Latent Transformer for Disentangled Face Editing in Images and Videos ICCV 2021 Multi-View Radar Semantic Segmentation ICCV 2021