Abhishek Singh
17 papers · 2014–2025 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (34) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
π§
Keyword Pioneer
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Conference Pioneer
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Century Club Β· Bronze
ποΈ
Keyword Collector
(76)
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(7)
Deep Learning
(7)
Application Areas
(6)
Core AI
(6)
Computer Vision
(5)
Core Methods
(4)
Natural Language Processing
(3)
Applications
(3)
Learning Types Β· Deep Learning
(3)
Processing
(3)
Analysis
(2)
Architectures
(2)
Learning Paradigms
(2)
Learning Types Β· Machine Learning
(2)
Keywords
domain adaptation
(2)
word embedding
(2)
sentiment analysis
(2)
transfer learning
(2)
knowledge representation
(1)
text representation
(1)
ensemble learning
(1)
data augmentation
(1)
image restoration
(1)
extractive summarization
(1)
object detection
(1)
multimodal learning
(1)
model aggregation
(1)
gradient aggregation
(1)
image synthesis
(1)
text classification
(1)
deep learning
(1)
neural network optimization
(1)
image denoising
(1)
differential privacy
(1)
Papers
Co-Dream: Collaborative Dream Synthesis over Decentralized Models
AAAI 2025
CoD: Coherent Detection of Entities From Images With Multiple Modalities
WACV 2024
DecentNeRFs: Decentralized Neural Radiance Fields from Crowdsourced Images
ECCV 2024
Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts
NAACL 2024
"SIMBA: Split Inference - Mechanisms, Benchmarks and Attacks"
ECCV 2024
Posthoc privacy guarantees for collaborative inference with modified Propose-Test-Release
NeurIPS 2023
Decouple-and-Sample: Protecting Sensitive Information in Task Agnostic Data Release
ECCV 2022
Learning to Censor by Noisy Sampling
ECCV 2022
Team LEGO at SemEval-2022 Task 4: Machine Learning Methods for PCL Detection
SemEval 2022
DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for Deep Neural Networks
CVPR 2021
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation
EMNLP 2020
PoinT-5: Pointer Network and T-5 based Financial Narrative Summarisation
COLING 2020
Voice@SRIB at SemEval-2020 Tasks 9 and 12: Stacked Ensemblingmethod for Sentiment and Offensiveness detection in Social Media
SemEval 2020
Incorporating Emoji Descriptions Improves Tweet Classification
NAACL 2019
MIGAN: Malware Image Synthesis Using GANs
AAAI 2019
Single Image Super-Resolution From Transformed Self-Exemplars
CVPR 2015
Super-Resolving Noisy Images
CVPR 2014