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Leonid Sigal — most-cited papers & profile · Large Language Models
← authors
·
overview
Leonid Sigal
13
papers ·
29
citations ·
50
h-index
University of British Columbia
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
SCALE-VLP: Soft-Weighted Contrastive Volumetric Vision-Language Pre-training with Spatial-Knowledge Semantics
2025
To Sink or Not to Sink: Visual Information Pathways in Large Vision-Language Models
2025
In-Depth and In-Breadth: Pre-training Multimodal Language Models Customized for Comprehensive Chart Understanding
2025
Test-Time Consistency in Vision Language Models
2025
Weakly-supervised Audio-visual Sound Source Detection and Separation
2021
Segmentation-grounded Scene Graph Generation
2021
Topics
Vision-Language Models
Video-Language
Visual QA & Reasoning
Benchmarks
Segmentation
Object Detection
Image-Text Retrieval
Video Understanding
Image Generation