Taha Kass-Hout
6 papers · 2025–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (7) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (19)
π
Cross-Pollinator
(6)
β
Rising Star
(6)
β‘
Prolific Year
(6)
Conferences
NAACL (2)
AAAI (1)
ACL (1)
CVPR (1)
ICLR (1)
Top co-authors
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)
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)
molecular representation
(1)
Papers
Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations
AAAI 2025
Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning
ACL 2025
Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation
CVPR 2025
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
ICLR 2025
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs
NAACL 2025
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
NAACL 2025