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Karan Sapra — most-cited papers & profile · Large Language Models
← authors
·
overview
Karan Sapra
8
papers ·
410
citations ·
14
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Hierarchical Multi-Scale Attention for Semantic Segmentation
2020 · 347 citations
Improving Semantic Segmentation via Video Propagation and Label Relaxation
2018 · 37 citations
Personalized Federated Learning with First Order Model Optimization
2020 · 26 citations
ProCUA-SFT Technical Report
2026
Stateful Token Reduction for Long-Video Hybrid VLMs
2026
Towards Multimodal Lifelong Understanding: A Dataset and Agentic Baseline
2026
MMOU: A Massive Multi-Task Omni Understanding and Reasoning Benchmark for Long and Complex Real-World Videos
2026
OMCAT: Omni Context Aware Transformer
2024
Topics
Benchmarks
Video-Language
Visual QA & Reasoning
Audio-Visual
Segmentation
Autonomous Driving
Code Agents
Tool Use
Evaluation
Vision-Language Models