Akash Kumar
13 papers · 2021–2026 · 10 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Gold
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Grand Slam
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Prolific Year · Productive
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Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
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Research topics
Machine Learning
(11)
Computer Vision
(7)
Analysis
(6)
Learning Types · Machine Learning
(6)
Deep Learning
(4)
Optimization & Theory · Machine Learning
(4)
Application Areas
(3)
Core Methods
(3)
Processing
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI · Artificial Intelligence
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Learning Types · Deep Learning
(2)
Core AI · Computer Vision
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
sample complexity
(3)
semi-supervised learning
(3)
video action detection
(3)
spatio-temporal localization
(2)
weakly supervised learning
(2)
teaching dimension
(2)
active learning
(2)
kernel perceptron
(1)
progressive learning
(1)
knowledge distillation
(1)
pseudo labeling
(1)
empirical risk minimization
(1)
object detection
(1)
concept learning
(1)
robust classification
(1)
self-paced learning
(1)
query complexity
(1)
action localization
(1)
multimodal learning
(1)
vision transformer
(1)
Papers
HTTM: Head-wise Temporal Token Merging for Faster VGGT
CVPR 2026
RobustGait: Robustness Analysis for Appearance Based Gait Recognition
WACV 2026
A Gap Between the Gaussian RKHS and Neural Networks: An Infinite-Center Asymptotic Analysis
COLT 2025
Contextual Self-paced Learning for Weakly Supervised Spatio-Temporal Video Grounding
ICLR 2025
MixA-Q: Revisiting Activation Sparsity for Vision Transformers from a Mixed-Precision Quantization Perspective
ICCV 2025
Stable Mean Teacher for Semi-supervised Video Action Detection
AAAI 2025
STPro: Spatial and Temporal Progressive Learning for Weakly Supervised Spatio-Temporal Grounding
CVPR 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
NeurIPS 2021
The Teaching Dimension of Kernel Perceptron
AISTATS 2021