Shashanka Venkataramanan
8 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🔥 Unstoppable · Bronze
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The Questioner
Venues
Top co-authors
Research topics
Keywords
representation learning
(4)
self-supervised learning
(3)
data augmentation
(3)
vision transformer
(1)
feature learning
(1)
embedding space
(1)
optimal transport
(1)
attention mechanism
(1)
video understanding
(1)
computational efficiency
(1)
image denoising
(1)
feature clustering
(1)
deep metric learning
(1)
vision foundation model
(1)
matryoshka representation
(1)
mixup augmentation
(1)
temporal coherence
(1)
geometric alignment
(1)
video representation
(1)
motion trajectory
(1)
Papers
Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning
CVPR 2026
MoSiC: Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning
ICCV 2025
Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video
ICLR 2024
Skip-Attention: Improving Vision Transformers by Paying Less Attention
ICLR 2024
Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples
NeurIPS 2023
AlignMixup: Improving Representations by Interpolating Aligned Features
CVPR 2022
It Takes Two to Tango: Mixup for Deep Metric Learning
ICLR 2022
Attention Guided Anomaly Localization in Images
ECCV 2020