Jacob Nielsen

3 papers · 2024–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze ❓ The Questioner (2)

Venues

AAAI (1) ACL (1) CVPR (1)

Top co-authors

Peter Schneider-Kamp (2) Lukas Galke (2) Mogens Henrik From (1) Aritra Dutta (1) Srijan Das (1) Rajatsubhra Chakraborty (1) Mubarak Shah (1)

Research topics

Machine Learning (3) Optimization & Theory (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Analysis (1) Application Areas (1) Core AI (1) Domain-Specific (1) Learning Types (1) Techniques (1)

Keywords

model compression (1) semi-supervised learning (1) domain adaptation (1) curriculum learning (1) object detection (1) neural network optimization (1) model parallelism (1) distributed training (1) memory efficiency (1) gradient synchronization (1) quantization-aware training (1) aerial imagery (1) bit quantization (1) large language model (1) drone vision (1)

Papers

DeToNATION: Decoupled Torch Network-Aware Training on Interlinked Online Nodes AAAI 2026 Continual Quantization-Aware Pre-Training: When to transition from 16-bit to 1.58-bit pre-training for BitNet language models? ACL 2025 Multiview Aerial Visual RECognition (MAVREC): Can Multi-view Improve Aerial Visual Perception? CVPR 2024