Neel Joshi
13 papers · 2014–2025 · 7 venues · across top CS/AI venues
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Achievements
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Century Club Β· Bronze
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Research topics
Machine Learning
(7)
Computer Vision
(6)
Analysis
(4)
Core Methods
(4)
Learning Types Β· Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Application Areas
(2)
Architectures
(2)
Core AI Β· Computer Vision
(2)
Core AI Β· Artificial Intelligence
(2)
Learning Types Β· Deep Learning
(2)
Data Science & Analytics
(1)
Applications
(1)
Learning Paradigms
(1)
Keywords
synthetic data
(2)
vision transformer
(2)
contrastive learning
(1)
semi-supervised learning
(1)
weakly supervised learning
(1)
few-shot learning
(1)
transfer learning
(1)
instance segmentation
(1)
domain adaptation
(1)
object detection
(1)
action recognition
(1)
data augmentation
(1)
model evaluation
(1)
multimodal learning
(1)
benchmark evaluation
(1)
multiple instance learning
(1)
mutual information
(1)
nonlinear regression
(1)
visual attention
(1)
representation learning
(1)
Papers
Unearthing Skill-level Insights for Understanding Trade-offs of Foundation Models
ICLR 2025
Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models
NeurIPS 2024
Exploring the Sim2Real Gap Using Digital Twins
ICCV 2023
HoloAssist: an Egocentric Human Interaction Dataset for Interactive AI Assistants in the Real World
ICCV 2023
Scaling Novel Object Detection With Weakly Supervised Detection Transformers
WACV 2023
Neural-Sim: Learning to Generate Training Data with NeRF
ECCV 2022
Robust Contrastive Learning Against Noisy Views
CVPR 2022
Visual Attention Emerges from Recurrent Sparse Reconstruction
ICML 2022
Synthetic Examples Improve Generalization for Rare Classes
WACV 2020
Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility
ECCV 2018
Personalized Cinemagraphs Using Semantic Understanding and Collaborative Learning
ICCV 2017
Submodular Trajectory Optimization for Aerial 3D Scanning
ICCV 2017
Blind Image Quality Assessment using Semi-supervised Rectifier Networks
CVPR 2014