Colin Graber

5 papers · 2018–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze

Venues

CVPR (3) NeurIPS (2)

Top co-authors

Alexander G. Schwing (3) Alexander Schwing (2) Grace Tsai (1) Liangyan Gui (1) Michael Firman (1) Wenjie Luo (1) Gabriel Brostow (1) Ofer Meshi (1) Cyril Jazra (1)

Research topics

Computer Vision (4) Analysis (4) Artificial Intelligence (3) Deep Learning (3) Machine Learning (3) Core AI (3) Core Methods (3) Learning Types (2) Processing (2) Computer Science (1) Applications (1) Architectures (1) Domain-Specific (1) Optimization & Theory (1)

Keywords

semantic segmentation (2) structured prediction (2) autonomous driving (2) graphical model (2) panoptic segmentation (2) energy network (2) object tracking (1) instance segmentation (1) trajectory forecasting (1) deep learning (1) neural network optimization (1) joint inference (1) dynamic system (1) latent variable model (1) higher-order correlation (1) relational inference (1) autonomous agent (1) high-order correlation (1) video forecasting (1) graph model (1)

Papers

Joint Forecasting of Panoptic Segmentations With Difference Attention CVPR 2022 Panoptic Segmentation Forecasting CVPR 2021 Dynamic Neural Relational Inference CVPR 2020 Graph Structured Prediction Energy Networks NeurIPS 2019 Deep Structured Prediction with Nonlinear Output Transformations NeurIPS 2018