Akash Kumar
12 papers · 2021–2026 · 10 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (24) π Conference Polyglot (10) π Academic Marathon (5) π§ Keyword Pioneer
π£
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Conference Polyglot
(10)
π
Grand Slam
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Keyword Champion
(2)
π
Century Club
(12)
β‘
Prolific Year
(6)
π₯
Unstoppable
(6)
Conferences
AAAI (2)
CVPR (2)
AISTATS (1)
ALT (1)
COLT (1)
ICCV (1)
ICLR (1)
ICML (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
sample complexity
(3)
video action detection
(3)
semi-supervised learning
(3)
teaching dimension
(2)
active learning
(2)
spatio-temporal localization
(2)
robust classification
(1)
kernel perceptron
(1)
knowledge distillation
(1)
empirical risk minimization
(1)
progressive learning
(1)
concept learning
(1)
query complexity
(1)
weakly supervised learning
(1)
machine teaching
(1)
action localization
(1)
pseudo labeling
(1)
consistency regularization
(1)
vision-language model
(1)
vision transformer
(1)
Papers
RobustGait: Robustness Analysis for Appearance Based Gait Recognition
WACV 2026
Stable Mean Teacher for Semi-supervised Video Action Detection
AAAI 2025
Contextual Self-paced Learning for Weakly Supervised Spatio-Temporal Video Grounding
ICLR 2025
STPro: Spatial and Temporal Progressive Learning for Weakly Supervised Spatio-Temporal Grounding
CVPR 2025
MixA-Q: Revisiting Activation Sparsity for Vision Transformers from a Mixed-Precision Quantization Perspective
ICCV 2025
A Gap Between the Gaussian RKHS and Neural Networks: An Infinite-Center Asymptotic Analysis
COLT 2025
The Complexity of Learning Sparse Superposed Features with Feedback
ICML 2025
Semi-supervised Active Learning for Video Action Detection
AAAI 2024
Robust Empirical Risk Minimization with Tolerance
ALT 2023
End-to-End Semi-Supervised Learning for Video Action Detection
CVPR 2022
Teaching via Best-Case Counterexamples in the Learning-with-Equivalence-Queries Paradigm
NIPS 2021
The Teaching Dimension of Kernel Perceptron
AISTATS 2021