Pratik Mazumder
10 papers · 2020–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🌍 Conference Polyglot · Silver 🧭 Keyword Pioneer 🚀 Conference Pioneer
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Learning Types · Machine Learning
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Learning Paradigms
(4)
Application Areas
(3)
Learning Types · Deep Learning
(3)
Architectures
(2)
Core Methods
(2)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Analysis
(1)
Core AI
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
image classification
(3)
catastrophic forgetting
(3)
few-shot learning
(3)
convolutional neural network
(2)
bias mitigation
(2)
continual learning
(2)
limited data
(2)
zero-shot learning
(2)
self-supervised learning
(2)
lifelong learning
(2)
neural architecture
(1)
label noise
(1)
auxiliary task
(1)
model efficiency
(1)
sample synthesis
(1)
task incremental learning
(1)
feature recalibration
(1)
channel excitation
(1)
biased classifier
(1)
bias-conflicting sample
(1)
Papers
Hybrid Sample Synthesis-Based Debiasing of Classifier in Limited Data Setting
WACV 2024
Attaining Class-Level Forgetting in Pretrained Model Using Few Samples
ECCV 2022
Fair Visual Recognition in Limited Data Regime Using Self-Supervision and Self-Distillation
WACV 2022
AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features From Multi-Modal Embeddings
WACV 2021
Few-Shot Lifelong Learning
AAAI 2021
Improving Few-Shot Learning Using Composite Rotation Based Auxiliary Task
WACV 2021
Rectification-Based Knowledge Retention for Continual Learning
CVPR 2021
RNNP: A Robust Few-Shot Learning Approach
WACV 2021
Accuracy Booster: Performance Boosting using Feature Map Re-calibration
WACV 2020
Calibrating CNNs for Lifelong Learning
NeurIPS 2020