Oren Barkan
18 papers · 2013–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (42) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(15)
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Renaissance Researcher
(6)
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Century Club Β· Bronze
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Conference Pioneer
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Keyword Collector
(96)
Top co-authors
Research topics
Machine Learning
(14)
Artificial Intelligence
(10)
Core AI
(9)
Deep Learning
(8)
Core Methods
(8)
Natural Language Processing
(5)
Learning Types Β· Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Computer Vision
(3)
Application Areas
(3)
Models
(3)
Optimization & Theory Β· Machine Learning
(3)
Applications
(2)
Optimization & Theory Β· Deep Learning
(2)
Understanding
(2)
Keywords
feature attribution
(3)
metric learning
(2)
large language model
(2)
path integration
(2)
representation learning
(2)
recommender system
(2)
language model
(2)
explanation map
(2)
knowledge distillation
(1)
visual similarity
(1)
vision transformer
(1)
attention mechanism
(1)
image retrieval
(1)
factual accuracy
(1)
matrix factorization
(1)
zero-shot learning
(1)
explainable ai
(1)
bayesian learning
(1)
deep learning
(1)
image reconstruction
(1)
Papers
Concept-Guided Fine-Tuning: Steering ViTs away from Spurious Correlations to Improve Robustness
CVPR 2026
Extracting Interaction-Aware Monosemantic Concepts in Recommender Systems
AAAI 2026
Fidelity-Aware Recommendation Explanations via Stochastic Path Integration
AAAI 2026
Rethinking Saliency Maps: A Cognitive Human Aligned Taxonomy and Evaluation Framework for Explanations
AAAI 2026
BEE: Metric-Adapted Explanations via Baseline Exploration-Exploitation
AAAI 2025
Soft Local Completeness: Rethinking Completeness in XAI
ICCV 2025
Improving LLM Attributions with Randomized Path-Integration
EMNLP 2024
InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers
ACL 2024
LLM Explainability via Attributive Masking Learning
EMNLP 2024
Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond
ICCV 2023
Visual Explanations via Iterated Integrated Attributions
ICCV 2023
Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference
ACL 2021
Bayesian Hierarchical Words Representation Learning
ACL 2020
RecoBERT: A Catalog Language Model for Text-Based Recommendations
EMNLP 2020
Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding
AAAI 2020
Within-Between Lexical Relation Classification
EMNLP 2020
Adaptive Compressed Tomography Sensing
CVPR 2013
Fast High Dimensional Vector Multiplication Face Recognition
ICCV 2013