Yogesh Kumar
7 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(4)
Architectures
(4)
Computer Vision
(3)
Analysis
(3)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Keywords
video understanding
(3)
temporal localization
(2)
transformer architecture
(2)
few-shot learning
(2)
unsupervised pretraining
(1)
object localization
(1)
semantic alignment
(1)
computational efficiency
(1)
vision-language model
(1)
self-supervised pretraining
(1)
token pruning
(1)
temporal consistency
(1)
moment retrieval
(1)
cross-attention mechanism
(1)
representational similarity analysis
(1)
covariate adjustment
(1)
centered kernel alignment
(1)
representation similarity
(1)
visual relationship
(1)
relation network
(1)
Papers
Temporal Object-Aware Vision Transformer for Few-Shot Video Object Detection
AAAI 2026
Aligning Moments in Time using Video Queries
ICCV 2025
Language-Guided Temporal Token Pruning for Efficient VideoLLM Processing
EMNLP 2025
Improving Medical Multi-modal Contrastive Learning with Expert Annotations
ECCV 2024
QDETRv: Query-Guided DETR for One-Shot Object Localization in Videos
AAAI 2024
Few-Shot Referring Relationships in Videos
CVPR 2023
Deconfounded Representation Similarity for Comparison of Neural Networks
NeurIPS 2022