Karan Sikka
15 papers · 2016–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (43) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(12)
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Trend Setter
π
Conference Pioneer
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Century Club Β· Bronze
β
The Questioner
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Keyword Collector
(87)
Top co-authors
Research topics
Machine Learning
(11)
Artificial Intelligence
(10)
Deep Learning
(9)
Core AI
(9)
Learning Types Β· Machine Learning
(8)
Computer Vision
(7)
Learning Types Β· Deep Learning
(6)
Natural Language Processing
(4)
Analysis
(4)
Applications Β· Natural Language Processing
(4)
Models
(4)
Application Areas
(3)
Applications Β· Computer Vision
(2)
Architectures
(2)
Processing
(2)
Keywords
multimodal learning
(5)
visual question answering
(3)
content moderation
(2)
chain-of-thought reasoning
(2)
vision-language model
(2)
large language model
(2)
weakly supervised learning
(2)
cross-lingual transfer
(1)
text classification
(1)
benchmark evaluation
(1)
in-context learning
(1)
claim verification
(1)
data augmentation
(1)
multilingual nlp
(1)
neural network security
(1)
vision-language alignment
(1)
semantic analysis
(1)
text generation
(1)
backdoor defense
(1)
action recognition
(1)
Papers
A Video is Worth 10000 Words: Training and Benchmarking with Diverse Captions for Better Long Video Retrieval
WACV 2025
Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning
ACL 2024
DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback
CVPR 2024
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models
NAACL 2024
Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification
EMNLP 2024
Multilingual Content Moderation: A Case Study on Reddit
EACL 2023
TIJO: Trigger Inversion with Joint Optimization for Defending Multimodal Backdoored Models
ICCV 2023
Challenges in Procedural Multimodal Machine Comprehension: A Novel Way To Benchmark
WACV 2022
Dual-Key Multimodal Backdoors for Visual Question Answering
CVPR 2022
Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment
ICCV 2019
Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts
EMNLP 2019
Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation
EMNLP 2019
Zero-Shot Object Detection
ECCV 2018
AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos
CVPR 2017
LOMo: Latent Ordinal Model for Facial Analysis in Videos
CVPR 2016