← Authors

Saurabh Singh

18 papers · 2015–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (10) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (43) 🧬 Topic Evolution πŸ† Keyword Champion πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (68) πŸ”₯ Unstoppable (6) πŸš€ Conference Pioneer πŸ’Ž Century Club (18)

Conferences

CVPR (7) ICCV (4) ICLR (4) ACL (1) EMNLP (1) NIPS (1)

Top co-authors

Abhinav Shrivastava (5) Derek Hoiem (5) David Forsyth (3) Sergey Ioffe (2) Kamal Gupta (2) Nick Johnston (2) Johannes BallΓ© (2) Sung Jin Hwang (2) David Minnen (2) Danhang Tang (1)

Research topics

Linguistics (1)

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