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Leonid Sigal — most-cited papers & profile · Time Series
← authors
·
overview
Leonid Sigal
27
papers ·
151
citations ·
50
h-index
University of British Columbia
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Referring Transformer: A One-step Approach to Multi-task Visual Grounding
2021 · 73 citations
Weakly-supervised Visual Grounding of Phrases with Linguistic Structures
2017 · 21 citations
LayoutVAE: Stochastic Scene Layout Generation From a Label Set
2019 · 14 citations
Modular Generative Adversarial Networks
2018 · 12 citations
DwNet: Dense warp-based network for pose-guided human video generation
2019 · 9 citations
Unsupervised Video Decomposition using Spatio-temporal Iterative Inference
2020 · 7 citations
Frustratingly Simple but Effective Zero-shot Detection and Segmentation: Analysis and a Strong Baseline
2023 · 4 citations
Multilevel Language and Vision Integration for Text-to-Clip Retrieval
2018 · 3 citations
Variational Hyper RNN for Sequence Modeling
2020 · 3 citations
Watch, Listen and Tell: Multi-modal Weakly Supervised Dense Event Captioning
2019 · 1 citations
SCALE-VLP: Soft-Weighted Contrastive Volumetric Vision-Language Pre-training with Spatial-Knowledge Semantics
2025
DSeq-JEPA: Discriminative Sequential Joint-Embedding Predictive Architecture
2025
To Sink or Not to Sink: Visual Information Pathways in Large Vision-Language Models
2025
RewardRank: Optimizing True Learning-to-Rank Utility
2025
In-Depth and In-Breadth: Pre-training Multimodal Language Models Customized for Comprehensive Chart Understanding
2025
Topics
Segmentation
Visual Language
Object Detection
Video Understanding
Vision-Language Models
Video-Language
Image Generation
Visual QA & Reasoning
Benchmarks
Diffusion Models