Sudeep Sarkar
11 papers · 2012–2024 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (21) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Champion
(2)
π
Keyword Trendsetter Combo
(3)
π§¬
Topic Evolution
π§
Keyword Pioneer
π
Trend Setter
π
Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(6)
Machine Learning
(6)
Analysis
(5)
Core Methods
(5)
Processing
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI Β· Artificial Intelligence
(3)
Learning Types Β· Deep Learning
(3)
Domain-Specific
(2)
Learning Types Β· Machine Learning
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Cognitive Science
(1)
Core AI Β· Computer Vision
(1)
Keywords
catastrophic forgetting
(2)
event segmentation
(2)
wildlife monitoring
(2)
self-supervised learning
(2)
image segmentation
(2)
video understanding
(2)
density estimation
(2)
action recognition
(1)
graph theory
(1)
metric learning
(1)
video sequence
(1)
hierarchical learning
(1)
cognitive modeling
(1)
semantic interpretation
(1)
hierarchical representation
(1)
video analysis
(1)
pattern recognition
(1)
trajectory analysis
(1)
computer vision
(1)
semantic segmentation
(1)
Papers
BirdCollect: A Comprehensive Benchmark for Analyzing Dense Bird Flock Attributes
AAAI 2024
Predictive Attractor Models
NeurIPS 2024
Long-term Monitoring of Bird Flocks in the Wild
IJCAI 2023
STREAMER: Streaming Representation Learning and Event Segmentation in a Hierarchical Manner
NeurIPS 2023
Actor-Centered Representations for Action Localization in Streaming Videos
ECCV 2022
Bayesian Tracking of Video Graphs Using Joint Kalman Smoothing and Registration
ECCV 2022
Action Localization through Continual Predictive Learning
ECCV 2020
A Perceptual Prediction Framework for Self Supervised Event Segmentation
CVPR 2019
Temporally Coherent Interpretations for Long Videos Using Pattern Theory
CVPR 2015
Rate-Invariant Analysis of Trajectories on Riemannian Manifolds with Application in Visual Speech Recognition
CVPR 2014
Finding Recurrent Patterns from Continuous Sign Language Sentences for Automated Extraction of Signs
JMLR 2012