Madden, Samuel

8 publications

CVPR 2025 DejaVid: Encoder-Agnostic Learned Temporal Matching for Video Classification Darryl Ho, Samuel Madden

NeurIPSW 2022 Generic Entity Resolution Models Jiawei Tang, Yifei Zuo, Lei Cao, Samuel Madden

NeurIPSW 2022 RoTaR: Efficient Row-Based Table Representation Learning via Teacher-Student Training (Short Paper) Zui Chen, Lei Cao, Samuel Madden

ICCV 2021 Beyond Road Extraction: A Dataset for mAP Update Using Aerial Images Favyen Bastani, Samuel Madden

ICCV 2021 Inferring High-Resolution Traffic Accident Risk Maps Based on Satellite Imagery and GPS Trajectories Songtao He, Mohammad Amin Sadeghi, Sanjay Chawla, Mohammad Alizadeh, Hari Balakrishnan, Samuel Madden

NeurIPS 2021 Self-Supervised Multi-Object Tracking with Cross-Input Consistency Favyen Bastani, Songtao He, Samuel Madden

AAAI 2020 RoadTagger: Robust Road Attribute Inference with Graph Neural Networks Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi

ECCV 2020 Sat2Graph: Road Graph Extraction Through Graph-Tensor Encoding Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi