Itzik Malkiel
10 papers · 2020–2024 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(32)
💎
Century Club · Bronze
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Unstoppable · Bronze
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Research topics
Machine Learning
(9)
Learning Types · Machine Learning
(6)
Deep Learning
(5)
Natural Language Processing
(5)
Application Areas
(4)
Applications
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Generation
(2)
Optimization & Theory
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Keywords
transfer learning
(3)
transformer architecture
(2)
metric learning
(2)
multi-task learning
(2)
neural network training
(1)
neural network optimization
(1)
zero-shot learning
(1)
benchmark dataset
(1)
knowledge distillation
(1)
factual accuracy
(1)
multimodal learning
(1)
image captioning
(1)
adaptive optimization
(1)
functional mri
(1)
adaptive learning rate
(1)
functional magnetic resonance imaging
(1)
visual similarity
(1)
adam optimizer
(1)
image retrieval
(1)
model compression
(1)
Papers
InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers
ACL 2024
Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond
ICCV 2023
Pre-Training Transformers for Fingerprinting to Improve Stress Prediction in fMRI
MIDL 2023
Self-Supervised Transformers for fMRI representation
MIDL 2022
Caption Enriched Samples for Improving Hateful Memes Detection
EMNLP 2021
Maximal Multiverse Learning for Promoting Cross-Task Generalization of Fine-Tuned Language Models
EACL 2021
MTAdam: Automatic Balancing of Multiple Training Loss Terms
EMNLP 2021
Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference
ACL 2021
RecoBERT: A Catalog Language Model for Text-Based Recommendations
EMNLP 2020
Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding
AAAI 2020