Joseph Shtok
7 papers · 2017–2024 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (21)
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Keyword Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Computer Vision
(5)
Deep Learning
(5)
Analysis
(5)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Learning Types · Deep Learning
(4)
Core Methods
(3)
Learning Paradigms
(3)
Architectures
(2)
Natural Language Processing
(1)
Core AI
(1)
Generation
(1)
Processing
(1)
Resources & Methods
(1)
Keywords
few-shot learning
(4)
object detection
(2)
weakly supervised learning
(2)
few-shot object detection
(2)
one-shot learning
(2)
multi-label classification
(1)
visual grounding
(1)
object localization
(1)
distance metric learning
(1)
fine-grained recognition
(1)
multimodal distribution
(1)
convolutional neural network
(1)
language model
(1)
feature manipulation
(1)
sample synthesis
(1)
object detector
(1)
image-level label
(1)
arithmetic operation
(1)
numerical reasoning
(1)
chain of thought
(1)
Papers
NumeroLogic: Number Encoding for Enhanced LLMs’ Numerical Reasoning
EMNLP 2024
Detector-Free Weakly Supervised Grounding by Separation
ICCV 2021
StarNet: towards Weakly Supervised Few-Shot Object Detection
AAAI 2021
LaSO: Label-Set Operations Networks for Multi-Label Few-Shot Learning
CVPR 2019
RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection
CVPR 2019
Delta-encoder: an effective sample synthesis method for few-shot object recognition
NeurIPS 2018
Fine-Grained Recognition of Thousands of Object Categories With Single-Example Training
CVPR 2017