Prajit Ramachandran
6 papers · 2017–2021 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(4)
Architectures
(3)
Core Methods
(3)
Techniques
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Analysis
(2)
Core AI · Computer Vision
(2)
Learning Types
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Core AI · Artificial Intelligence
(1)
Keywords
convolutional neural network
(3)
image classification
(2)
object detection
(2)
transfer learning
(1)
unsupervised pretraining
(1)
machine translation
(1)
instance segmentation
(1)
conditional computation
(1)
computational efficiency
(1)
parameter efficient
(1)
low-rank approximation
(1)
inductive bia
(1)
language model
(1)
visual backbone
(1)
vision model
(1)
parameter efficiency
(1)
experience replay
(1)
self attention
(1)
sequence to sequence
(1)
abstractive summarization
(1)
Papers
Scaling Local Self-Attention for Parameter Efficient Visual Backbones
CVPR 2021
Revisiting Fundamentals of Experience Replay
ICML 2020
Revisiting Spatial Invariance with Low-Rank Local Connectivity
ICML 2020
Diversity and Depth in Per-Example Routing Models
ICLR 2019
Stand-Alone Self-Attention in Vision Models
NeurIPS 2019
Unsupervised Pretraining for Sequence to Sequence Learning
EMNLP 2017