Tomer Levinboim
11 papers · 2015–2024 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (9) π Conference Polyglot (8) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (17)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Renaissance Researcher
(6)
π±
Topic Pioneer
π₯
Unstoppable
(6)
π
Trend Setter
π
Century Club
(11)
Conferences
NAACL (3)
EMNLP (2)
AAAI (1)
ACL (1)
CVPR (1)
ECCV (1)
ICLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
image captioning
(2)
metric learning
(1)
robust optimization
(1)
vision transformer
(1)
adversarial robustness
(1)
policy gradient
(1)
multimodal learning
(1)
quality estimation
(1)
off-policy learning
(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)
pac-bayesian theory
(1)
contextualized representation
(1)
image caption
(1)
text generation evaluation
(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
NIPS 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
Supervised Phrase Table Triangulation with Neural Word Embeddings for Low-Resource Languages
EMNLP 2015
Model Invertibility Regularization: Sequence Alignment With or Without Parallel Data
NAACL 2015
Multi-Task Word Alignment Triangulation for Low-Resource Languages
NAACL 2015