Karan Desai
7 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(5)
Computer Vision
(3)
Deep Learning
(3)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Analysis
(2)
Core AI · Computer Vision
(2)
Learning Paradigms
(2)
Bayesian & Probabilistic
(1)
Core AI · Artificial Intelligence
(1)
Generation
(1)
Techniques
(1)
Keywords
contrastive learning
(3)
transfer learning
(2)
visual representation
(2)
self-supervised learning
(2)
object detection
(2)
representation learning
(2)
visual grounding
(1)
instance segmentation
(1)
program synthesis
(1)
feature representation
(1)
hierarchical representation
(1)
visual representation learning
(1)
semantic similarity
(1)
tree structure
(1)
counterfactual reasoning
(1)
self-supervised pretraining
(1)
self-supervised representation
(1)
open-set recognition
(1)
language guidance
(1)
hyperbolic space
(1)
Papers
Benchmarking Object Detectors with COCO: A New Path Forward
ECCV 2024
Hyperbolic Image-text Representations
ICML 2023
Learning Visual Representations via Language-Guided Sampling
CVPR 2023
CASTing Your Model: Learning To Localize Improves Self-Supervised Representations
CVPR 2021
VirTex: Learning Visual Representations From Textual Annotations
CVPR 2021
nocaps: novel object captioning at scale
ICCV 2019
Probabilistic Neural Symbolic Models for Interpretable Visual Question Answering
ICML 2019