Rwiddhi Chakraborty
3 papers · 2023–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)
🌱
Topic Pioneer
Conferences
CVPR (2)
NIPS (1)
Top co-authors
Research topics
Keywords
unsupervised learning
(1)
representation learning
(1)
metric learning
(1)
few-shot learning
(1)
domain adaptation
(1)
unsupervised clustering
(1)
nearest neighbor
(1)
concept graphs
(1)
knowledge graph
(1)
spurious correlation
(1)
data debiasing
(1)
distance-based classification
(1)
group robustness
(1)
hubness problem
(1)
concept balancing
(1)
hyperspherical embedding
(1)
transductive few-shot learning
(1)
explainability heatmap
(1)
dataset bias detection
(1)
Papers
Visual Data Diagnosis and Debiasing with Concept Graphs
NIPS 2024
ExMap: Leveraging Explainability Heatmaps for Unsupervised Group Robustness to Spurious Correlations
CVPR 2024
Hubs and Hyperspheres: Reducing Hubness and Improving Transductive Few-Shot Learning With Hyperspherical Embeddings
CVPR 2023