Yonatan Dukler
8 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI · Artificial Intelligence
(5)
Deep Learning
(4)
Optimization & Theory
(3)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Models
(1)
Techniques
(1)
Keywords
transfer learning
(2)
vision transformer
(2)
model adaptation
(2)
transformer architecture
(1)
benchmark evaluation
(1)
prompt learning
(1)
semantic segmentation
(1)
generative model
(1)
image retrieval
(1)
global convergence
(1)
machine unlearning
(1)
transductive inference
(1)
few-shot learning
(1)
parameter efficient
(1)
image classification
(1)
optimization landscape
(1)
unsupervised learning
(1)
state space model
(1)
deep neural network
(1)
wasserstein distance
(1)
Papers
B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory
NeurIPS 2024
THRONE: An Object-based Hallucination Benchmark for the Free-form Generations of Large Vision-Language Models
CVPR 2024
Learning Expressive Prompting With Residuals for Vision Transformers
CVPR 2023
SAFE: Machine Unlearning With Shard Graphs
ICCV 2023
Your representations are in the network: composable and parallel adaptation for large scale models
NeurIPS 2023
DIVA: Dataset Derivative of a Learning Task
ICLR 2022
Optimization Theory for ReLU Neural Networks Trained with Normalization Layers
ICML 2020
Wasserstein of Wasserstein Loss for Learning Generative Models
ICML 2019