Tomer Levinboim
11 papers · 2015–2024 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (19)
π±
Topic Pioneer
π
Trend Setter
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(4)
Computer Vision
(3)
Generation Β· Computer Vision
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Generation Β· Natural Language Processing
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Learning Types Β· Machine Learning
(1)
Keywords
image captioning
(2)
metric learning
(1)
robust optimization
(1)
vision transformer
(1)
adversarial robustness
(1)
policy gradient
(1)
in-context learning
(1)
multimodal learning
(1)
convergence analysis
(1)
quality estimation
(1)
off-policy learning
(1)
linear regression
(1)
off-policy reinforcement learning
(1)
reward maximization
(1)
reward learning
(1)
human feedback
(1)
pac-bayesian bound
(1)
reward shaping
(1)
human evaluation
(1)
online gradient descent
(1)
Papers
CausalLM is not optimal for in-context learning
ICLR 2024
Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization
CVPR 2023
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks
ECCV 2022
Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning
NeurIPS 2021
Quality Estimation for Image Captions Based on Large-scale Human Evaluations
NAACL 2021
Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance
EMNLP 2020
Reinforcing an Image Caption Generator Using Off-Line Human Feedback
AAAI 2020
Informative Image Captioning with External Sources of Information
ACL 2019
Model Invertibility Regularization: Sequence Alignment With or Without Parallel Data
NAACL 2015
Multi-Task Word Alignment Triangulation for Low-Resource Languages
NAACL 2015
Supervised Phrase Table Triangulation with Neural Word Embeddings for Low-Resource Languages
EMNLP 2015