Taha Kass-Hout
6 papers · 2025–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) ⭐ Rising Star (6) ⚡ Prolific Year · Productive
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Core AI
(3)
Learning Types
(3)
Applications
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Architectures
(1)
Clinical
(1)
Core Methods
(1)
Domain-Specific
(1)
Keywords
representation learning
(1)
contrastive learning
(1)
reinforcement learning
(1)
semi-supervised learning
(1)
uncertainty quantification
(1)
visual question answering
(1)
direct preference optimization
(1)
attention mechanism
(1)
in-context learning
(1)
question answering
(1)
language model reasoning
(1)
vision-language alignment
(1)
medical image segmentation
(1)
modality alignment
(1)
knowledge graph
(1)
vision-language model
(1)
parameter-efficient tuning
(1)
property prediction
(1)
retrieval-augmented generation
(1)
contrastive language-image pretraining
(1)
Papers
Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations
AAAI 2025
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs
NAACL 2025
Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation
CVPR 2025
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
NAACL 2025
Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning
ACL 2025
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
ICLR 2025