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Saeejith Nair
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Conference and Workshop Papers
- 2023
- [c4]Alexander Wong, Yifan Wu, Saad Abbasi, Saeejith Nair, Yuhao Chen, Mohammad Javad Shafiee:
Fast GraspNeXt: A Fast Self-Attention Neural Network Architecture for Multi-task Learning in Computer Vision Tasks for Robotic Grasping on the Edge. CVPR Workshops 2023: 2293-2297 - [c3]Chi-En Amy Tai
, Matthew Keller
, Saeejith Nair
, Yuhao Chen
, Yifan Wu
, Olivia Markham
, Krish Parmar
, Pengcheng Xi
, Heather H. Keller
, Sharon Kirkpatrick
, Alexander Wong
:
NutritionVerse: Empirical Study of Various Dietary Intake Estimation Approaches. MADiMa@MM 2023: 11-19 - 2022
- [c2]Carol Xu, Mahmoud Famouri, Gautam Bathla, Saeejith Nair
, Mohammad Javad Shafiee, Alexander Wong:
CellDefectNet: A Machine-designed Attention Condenser Network for Electroluminescence-based Photovoltaic Cell Defect Inspection. CRV 2022: 219-223 - [c1]Saeejith Nair
, Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee:
MAPLE-Edge: A Runtime Latency Predictor for Edge Devices. CVPR Workshops 2022: 3659-3667
Informal and Other Publications
- 2024
- [i13]Chi-En Amy Tai, Saeejith Nair, Olivia Markham, Matthew Keller, Yifan Wu, Yuhao Chen, Alexander Wong:
NutritionVerse-Real: An Open Access Manually Collected 2D Food Scene Dataset for Dietary Intake Estimation. CoRR abs/2401.08598 (2024) - 2023
- [i12]Brian Li, Steven Palayew, Francis Li, Saad Abbasi, Saeejith Nair
, Alexander Wong:
PCBDet: An Efficient Deep Neural Network Object Detection Architecture for Automatic PCB Component Detection on the Edge. CoRR abs/2301.09268 (2023) - [i11]Chi-En Amy Tai, Matthew Keller, Mattie Kerrigan, Yuhao Chen
, Saeejith Nair, Pengcheng Xi, Alexander Wong:
NutritionVerse-3D: A 3D Food Model Dataset for Nutritional Intake Estimation. CoRR abs/2304.05619 (2023) - [i10]Chi-En Amy Tai, Jason Li, Sriram Kumar, Saeejith Nair, Yuhao Chen
, Pengcheng Xi, Alexander Wong:
NutritionVerse-Thin: An Optimized Strategy for Enabling Improved Rendering of 3D Thin Food Models. CoRR abs/2304.05620 (2023) - [i9]Alexander Wong, Yifan Wu, Saad Abbasi, Saeejith Nair, Yuhao Chen
, Mohammad Javad Shafiee:
Fast GraspNeXt: A Fast Self-Attention Neural Network Architecture for Multi-task Learning in Computer Vision Tasks for Robotic Grasping on the Edge. CoRR abs/2304.11196 (2023) - [i8]Alexander Wong, Saad Abbasi, Saeejith Nair:
TurboViT: Generating Fast Vision Transformers via Generative Architecture Search. CoRR abs/2308.11421 (2023) - [i7]Chi-En Amy Tai, Matthew Keller, Saeejith Nair, Yuhao Chen, Yifan Wu, Olivia Markham, Krish Parmar, Pengcheng Xi, Heather H. Keller, Sharon Kirkpatrick, Alexander Wong:
NutritionVerse: Empirical Study of Various Dietary Intake Estimation Approaches. CoRR abs/2309.07704 (2023) - [i6]Saeejith Nair, Yuhao Chen, Mohammad Javad Shafiee, Alexander Wong:
NAS-NeRF: Generative Neural Architecture Search for Neural Radiance Fields. CoRR abs/2309.14293 (2023) - [i5]Saeejith Nair, Mohammad Javad Shafiee, Alexander Wong:
DARLEI: Deep Accelerated Reinforcement Learning with Evolutionary Intelligence. CoRR abs/2312.05171 (2023) - [i4]Saeejith Nair, Chi-En Amy Tai, Yuhao Chen, Alexander Wong:
NutritionVerse-Synth: An Open Access Synthetically Generated 2D Food Scene Dataset for Dietary Intake Estimation. CoRR abs/2312.06192 (2023) - 2022
- [i3]Carol Xu, Mahmoud Famouri, Gautam Bathla, Saeejith Nair, Mohammad Javad Shafiee, Alexander Wong:
CellDefectNet: A Machine-designed Attention Condenser Network for Electroluminescence-based Photovoltaic Cell Defect Inspection. CoRR abs/2204.11766 (2022) - [i2]Saeejith Nair, Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee:
MAPLE-Edge: A Runtime Latency Predictor for Edge Devices. CoRR abs/2204.12950 (2022) - [i1]Alexander Wong, Mohammad Javad Shafiee, Saad Abbasi, Saeejith Nair
, Mahmoud Famouri:
Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers. CoRR abs/2208.06980 (2022)
Coauthor Index
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