Reza Esfandiarpoor
5 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Core AI · Artificial Intelligence
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Paradigms
(1)
Methods
(1)
Keywords
vision-language model
(2)
information retrieval
(2)
image classification
(1)
contrastive learning
(1)
reinforcement learning
(1)
zero-shot learning
(1)
model evaluation
(1)
multimodal learning
(1)
weak supervision
(1)
dense retrieval
(1)
synthetic data generation
(1)
label noise
(1)
distribution shift
(1)
label aggregation
(1)
visual attribute
(1)
non-stationary data
(1)
hard negative mining
(1)
representation analysis
(1)
text description
(1)
relevance labeling
(1)
Papers
Trove: A Flexible Toolkit for Dense Retrieval
EACL 2026
An Adaptive Method for Weak Supervision with Drifting Data
AISTATS 2025
Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance
EMNLP 2025
Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification
ICLR 2024
If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions
EMNLP 2024