Kalyan Vasudev Alwala
6 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
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Research topics
Computer Vision
(3)
Deep Learning
(3)
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Analysis
(2)
Architectures
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Optimization
(1)
Keywords
self-supervised learning
(3)
masked autoencoder
(2)
zero-shot learning
(2)
multimodal learning
(2)
model pretraining
(2)
video segmentation
(1)
knowledge distillation
(1)
audio-visual learning
(1)
video understanding
(1)
cross-modal retrieval
(1)
promptable segmentation
(1)
visual recognition
(1)
motion capture
(1)
real-time optimization
(1)
sparse optimization
(1)
3d human pose estimation
(1)
shape estimation
(1)
gauss-newton method
(1)
foundation model
(1)
vision-language model
(1)
Papers
SAM 2: Segment Anything in Images and Videos
ICLR 2025
ImageBind: One Embedding Space To Bind Them All
CVPR 2023
OmniMAE: Single Model Masked Pretraining on Images and Videos
CVPR 2023
The Effectiveness of MAE Pre-Pretraining for Billion-Scale Pretraining
ICCV 2023
Pre-Train, Self-Train, Distill: A Simple Recipe for Supersizing 3D Reconstruction
CVPR 2022
Revitalizing Optimization for 3D Human Pose and Shape Estimation: A Sparse Constrained Formulation
ICCV 2021