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Ser Nam Lim

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation
2018 · Swami Sankaranarayanan, Yogesh Balaji, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 476
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions
2022 · Yongming Rao, Wenliang Zhao, et al. · neural information processing systems · 295
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DCAN: Dual Channel-Wise Alignment Networks for Unsupervised Scene Adaptation
2018 · Zuxuan Wu, Xintong Han, et al. · Lecture notes in computer science · 251
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Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods
2021 · Lim, Derek, Hohne, Felix, et al. · arXiv (Cornell University) · 139
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Adaptive RNN Tree for Large-Scale Human Action Recognition
2017 · Wenbo Li, Longyin Wen, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 124
Regularizing deep networks using efficient layerwise adversarial training
2017 · Sankaranarayanan, Swami, Jain, Arpit, et al. · arXiv (Cornell University) · 84
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Multiscale fully convolutional network with application to industrial inspection
2016 · Xiao Bian, Ser Nam Lim, et al. · IEEE Winter Conference on Applications of Computer Vision · 70
A Reinforcement Learning Approach to the View Planning Problem
2017 · Mustafa Devrim Kaba, Mustafa Gokhan Uzunbas, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 63
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation
2017 · Sankaranarayanan, Swami, Balaji, Yogesh, et al. · arXiv (Cornell University) · 30
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FedSR: A Simple and Effective Domain Generalization Method for Federated Learning
2022 · A. Tuan Nguyen, Philip Torr, et al. · neural information processing systems · 17
A One-Threshold Algorithm for Detecting Abandoned Packages Under Severe Occlusions Using a Single Camera
2006 · Ser Nam Lim, Larry S. Davis · University Libraries (University of Maryland) · 17
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Explain Black-box Image Classifications Using Superpixel-based Interpretation
2018 · Yi Wei, Ming-Ching Chang, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 16
Regularizing Deep Networks Using Efficient Layerwise Adversarial Training
2018 · Swami Sankaranarayanan, Arpit Jain, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 15
Riemannian Residual Neural Networks
2023 · Isay Katsman, Eric Chen, et al. · neural information processing systems · 11
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Using Mixup as a Regularizer Can Surprisingly Improve Accuracy & Out-Of-Distribution Robustness
2022 · Francesco Pinto, Harry Yang, et al. · neural information processing systems · 11
Tooth guard: A vision system for detecting missing tooth in rope mine shovel
2016 · Ser Nam Lim, Joao Soares, et al. · IEEE Winter Conference on Applications of Computer Vision · 7
Guided Perturbations: Self-Corrective Behavior in Convolutional Neural Networks
2017 · Swami Sankaranarayanan, Arpit Jain, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 5
Spartan: Differentiable Sparsity Via Regularized Transportation
2022 · Kai Sheng Tai, Taipeng Tian, et al. · neural information processing systems · 4
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ESCA: Contextualizing Embodied Agents via Scene-Graph Generation
2025 · Jiani Huang, Amish Sethi, et al. · neural information processing systems · 3
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Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation
2025 · Harold Haodong Chen, Haojian Huang, et al. · neural information processing systems · 3
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Test-Time Distribution Normalization for Contrastively Learned Visual-language Models
2023 · Yifei Zhou, Juntao Ren, et al. · neural information processing systems · 3
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Video Dynamics Prior: An Internal Learning Approach for Robust Video Enhancements
2023 · Gaurav Shrivastava, Ser Nam Lim, et al. · neural information processing systems · 2
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Few-Shot Fast-Adaptive Anomaly Detection
2022 · Ze Wang, Yipin Zhou, et al. · neural information processing systems · 2
Reason to Contrast: A Cascaded Multimodal Retrieval Framework
2025 · Cui, Xuanming, Chen, Hong-You, et al. · arXiv (Cornell University) · 1
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Task-Agnostic Robust Representation Learning
2022 · Nguyen, A. Tuan, Lim, Ser Nam, et al. · arXiv (Cornell University) · 1
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Works count: 33
Citation count: 1,651
H-index: 13
I10-index: 15
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