Tristan Sylvain

5 papers · 2020–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

ICLR (3) AAAI (1) ICML (1)

Top co-authors

Yoshua Bengio (2) Lili Meng (2) Pengchuan Zhang (1) Mohammad Amin Shabani (1) Devon Hjelm (1) Romain Laroche (1) Amir H. Abdi (1) Doina Precup (1) Harry Zhao (1) R Devon Hjelm (1)

Research topics

Deep Learning (3) Machine Learning (3) Application Areas (2) Architectures (2) Models (2) Artificial Intelligence (1) Computer Vision (1) Core AI (1) Core Methods (1) Generation (1) Learning Paradigms (1) Learning Types (1) Optimization & Theory (1)

Keywords

representation learning (1) zero-shot learning (1) scene graph (1) time series forecasting (1) event forecasting (1) generative adversarial network (1) planning agent (1) pre-trained language model (1) layout-to-image generation (1) context retrieval (1) zero-shot ranking (1) spatial relationship (1) hindsight relabeling (1) fréchet inception distance (1) object-centric generation (1) scene graph similarity (1) normalization scheme (1) multi-scale refinement (1) question-passage relevance (1) multi-passage representation learning (1)

Papers

Rejecting Hallucinated State Targets during Planning ICML 2025 AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval ICLR 2024 Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting ICLR 2023 Object-Centric Image Generation from Layouts AAAI 2021 Locality and Compositionality in Zero-Shot Learning ICLR 2020