David C. Hogg

4 papers · 2017–2024 · 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 (16) 🐣 Hot Topic Early Bird

Venues

IJCAI (2) AAAI (1) CVPR (1)

Top co-authors

Anthony G. Cohn (3) Fangjun Li (2) Nils Bore (1) Netta Cohen (1) Omer Yuval (1) Thomas Ranner (1) Paul Duckworth (1) Thomas P. Ilett (1) Majd Hawasly (1) Muhannad Alomari (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Learning Paradigms (2) Learning Types (2) Computer Vision (1) Deep Learning (1) Natural Language Processing (1) Robotics (1) Analysis (1) Capabilities (1) Models (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

spatial reasoning (2) benchmark evaluation (2) human activity recognition (1) activity recognition (1) gradient descent (1) language model (1) differentiable rendering (1) chain-of-thought prompting (1) 3d shape reconstruction (1) qualitative spatial reasoning (1) 3d simulation (1) natural language grounding (1) autonomous robot (1) symbol grounding (1) large language model (1) environment perception (1) qualitative reasoning (1) logic-based reasoning (1) unsupervised learning (1) curve parametrization (1)

Papers

Advancing Spatial Reasoning in Large Language Models: An In-Depth Evaluation and Enhancement Using the StepGame Benchmark AAAI 2024 Reframing Spatial Reasoning Evaluation in Language Models: A Real-World Simulation Benchmark for Qualitative Reasoning IJCAI 2024 3D Shape Reconstruction of Semi-Transparent Worms CVPR 2023 Grounding of Human Environments and Activities for Autonomous Robots IJCAI 2017