Saurabh Singh
18 papers · 2015–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (45) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Keyword Champion
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Keyword Pioneer
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Topic Evolution
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Trend Setter
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Unstoppable Β· Bronze
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Conference Pioneer
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Renaissance Researcher
(6)
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Century Club Β· Bronze
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Keyword Collector
(81)
Top co-authors
Research topics
Machine Learning
(13)
Deep Learning
(10)
Computer Vision
(6)
Learning Types Β· Machine Learning
(6)
Application Areas
(5)
Artificial Intelligence
(4)
Architectures
(4)
Core AI
(4)
Natural Language Processing
(3)
Analysis
(3)
Learning Types Β· Deep Learning
(3)
Models
(3)
Techniques
(3)
Interdisciplinary
(2)
Applications
(2)
Keywords
batch normalization
(2)
variational autoencoder
(2)
image compression
(2)
ensemble learning
(2)
landmark detection
(2)
model compression
(2)
latent representation
(2)
few-shot learning
(1)
3d reconstruction
(1)
neural network compression
(1)
self-supervised learning
(1)
attention mechanism
(1)
visual question answering
(1)
multimodal learning
(1)
object detection
(1)
volume rendering
(1)
language identification
(1)
human pose estimation
(1)
object localization
(1)
computational linguistics
(1)
Papers
Field to Model: Pairing Community Data Collection with Scalable NLP through the LiFE Suite
ACL 2025
LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification
ICLR 2023
Weighted Ensemble Self-Supervised Learning
ICLR 2023
Deep Implicit Volume Compression
CVPR 2020
Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks
CVPR 2020
PatchVAE: Learning Local Latent Codes for Recognition
CVPR 2020
Scalable Model Compression by Entropy Penalized Reparameterization
ICLR 2020
EvalNorm: Estimating Batch Normalization Statistics for Evaluation
ICCV 2019
Improved Lossy Image Compression With Priming and Spatially Adaptive Bit Rates for Recurrent Networks
CVPR 2018
Variational image compression with a scale hyperprior
ICLR 2018
Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks
ICCV 2017
All that is English may be Hindi: Enhancing language identification through automatic ranking of the likeliness of word borrowing in social media
EMNLP 2017
No Fuss Distance Metric Learning Using Proxies
ICCV 2017
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era
ICCV 2017
Learning to Localize Little Landmarks
CVPR 2016
Swapout: Learning an ensemble of deep architectures
NeurIPS 2016
Where to Look: Focus Regions for Visual Question Answering
CVPR 2016
Learning a Sequential Search for Landmarks
CVPR 2015