Abigail Morrison

5 papers · 2025–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) ⭐ Rising Star (5)

Venues

WACV (2) AAAI (1) CVPR (1) ICLR (1)

Top co-authors

Hanno Scharr (4) Kai Krajsek (3) Alessio Quercia (3) Zhuo Cao (2) Ira Assent (2) Qin Wang (2) Hanning Guo (1) N. Jon Shah (1) Farah Abdellatif (1) Arya Bangun (1)

Research topics

Artificial Intelligence (3) Computer Vision (3) Deep Learning (3) Machine Learning (3) Core AI (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Processing (2) Analysis (1) Application Areas (1) Architectures (1) Learning Paradigms (1) Optimization & Theory (1)

Keywords

joint embedding (2) self-supervised learning (2) semantic segmentation (1) multi-task learning (1) transfer learning (1) data augmentation (1) monocular depth estimation (1) image reconstruction (1) feature representation (1) parameter-efficient fine-tuning (1) low-rank adaptation (1) data efficiency (1) vision foundation model (1) image transformation (1) explainable artificial intelligence (1) auxiliary learning (1) frame prediction (1) video representation learning (1) video object segmentation (1) equivariance-coherent representation (1)

Papers

1LoRA: Summation Compression for Very Low-Rank Adaptation WACV 2026 Self-Supervised Learning Based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation AAAI 2026 TimeBridge: Self-Supervised Video Representation Learning via Start-End Joint Embedding and In-Between Frame Prediction CVPR 2026 Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks WACV 2025 XAIguiFormer: explainable artificial intelligence guided transformer for brain disorder identification ICLR 2025