Oren Barkan
18 papers · 2013–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (12) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🐣 Hot Topic Early Bird
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(12)
🐣
Hot Topic Early Bird
🤝
Dynamic Duo
(12)
💎
Century Club
(15)
📈
Trend Setter
🚀
Conference Pioneer
🗃️
Keyword Collector
(93)
Conferences
AAAI (5)
EMNLP (4)
ICCV (4)
ACL (3)
CVPR (1)
IJCNLP (1)
Top co-authors
Keywords
feature attribution
(3)
metric learning
(2)
path integration
(2)
language model
(2)
representation learning
(2)
recommender system
(2)
large language model
(2)
explanation map
(2)
factual accuracy
(1)
attention mechanism
(1)
variational inference
(1)
knowledge distillation
(1)
visual similarity
(1)
face recognition
(1)
image retrieval
(1)
zero-shot learning
(1)
deep learning
(1)
matrix factorization
(1)
model interpretability
(1)
explainable ai
(1)
Papers
Rethinking Saliency Maps: A Cognitive Human Aligned Taxonomy and Evaluation Framework for Explanations
AAAI 2026
Fidelity-Aware Recommendation Explanations via Stochastic Path Integration
AAAI 2026
Extracting Interaction-Aware Monosemantic Concepts in Recommender Systems
AAAI 2026
Soft Local Completeness: Rethinking Completeness in XAI
ICCV 2025
BEE: Metric-Adapted Explanations via Baseline Exploration-Exploitation
AAAI 2025
LLM Explainability via Attributive Masking Learning
EMNLP 2024
InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers
ACL 2024
Improving LLM Attributions with Randomized Path-Integration
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
Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference
IJCNLP 2021
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
Bayesian Hierarchical Words Representation Learning
ACL 2020
Fast High Dimensional Vector Multiplication Face Recognition
ICCV 2013
Adaptive Compressed Tomography Sensing
CVPR 2013