Saurabh Singh
18 papers · 2015–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (12) π Conference Polyglot (6) π Academic Marathon (10) π Renaissance Researcher (8)
π
Renaissance Researcher
(8)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(43)
π§¬
Topic Evolution
π
Keyword Champion
π
Trend Setter
ποΈ
Keyword Collector
(68)
π₯
Unstoppable
(6)
π
Conference Pioneer
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Century Club
(18)
Conferences
CVPR (7)
ICCV (4)
ICLR (4)
ACL (1)
EMNLP (1)
NIPS (1)
Top co-authors
Research topics
Keywords
landmark detection
(2)
batch normalization
(2)
representation learning
(1)
3d reconstruction
(1)
ensemble learning
(1)
text classification
(1)
visual question answering
(1)
image compression
(1)
attention mechanism
(1)
object detection
(1)
multimodal learning
(1)
computational linguistics
(1)
human pose estimation
(1)
language identification
(1)
volume rendering
(1)
object localization
(1)
neural compression
(1)
implicit representation
(1)
deep learning
(1)
neural network compression
(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
PatchVAE: Learning Local Latent Codes for Recognition
CVPR 2020
Scalable Model Compression by Entropy Penalized Reparameterization
ICLR 2020
Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks
CVPR 2020
Deep Implicit Volume Compression
CVPR 2020
EvalNorm: Estimating Batch Normalization Statistics for Evaluation
ICCV 2019
Variational image compression with a scale hyperprior
ICLR 2018
Improved Lossy Image Compression With Priming and Spatially Adaptive Bit Rates for Recurrent Networks
CVPR 2018
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
Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks
ICCV 2017
Swapout: Learning an ensemble of deep architectures
NIPS 2016
Where to Look: Focus Regions for Visual Question Answering
CVPR 2016
Learning to Localize Little Landmarks
CVPR 2016
Learning a Sequential Search for Landmarks
CVPR 2015