Aritra Dutta
9 papers · 2019–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (7) π Renaissance Researcher (9) πΊοΈ Taxonomy Completionist (31)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π§¬
Topic Evolution
π
Keyword Champion
(2)
β
The Questioner
ποΈ
Keyword Collector
(52)
π
Conference Pioneer
Conferences
AAAI (3)
NIPS (2)
CVPR (1)
ECCV (1)
EMNLP (1)
WACV (1)
Top co-authors
Keywords
gradient compression
(3)
distributed deep learning
(2)
communication compression
(2)
distributed training
(2)
gradient sparsification
(2)
domain adaptation
(1)
nonconvex optimization
(1)
matrix decomposition
(1)
object detection
(1)
curriculum learning
(1)
visual question answering
(1)
conversational ai
(1)
question answering
(1)
convergence analysis
(1)
semi-supervised learning
(1)
low-rank decomposition
(1)
neural network optimization
(1)
policy gradient
(1)
continuous control
(1)
shadow removal
(1)
Papers
Stabilizing Policy Gradient Methods via Reward Profiling
AAAI 2026
GAEA: A Geolocation Aware Conversational Assistant
WACV 2026
NLKI: A Lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks
EMNLP 2025
Multiview Aerial Visual RECognition (MAVREC): Can Multi-view Improve Aerial Visual Perception?
CVPR 2024
Towards Multi-modal Transformers in Federated Learning
ECCV 2024
DeepReduce: A Sparse-tensor Communication Framework for Federated Deep Learning
NIPS 2021
Rethinking gradient sparsification as total error minimization
NIPS 2021
On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning
AAAI 2020
A Nonconvex Projection Method for Robust PCA
AAAI 2019