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Personalized Large Vision-Language Models
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2024
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Chau Pham
Hoang Anh T. Phan
David Doermann
Yunjie Tian
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ETLNet: An Efficient TCN-BiLSTM Network for Road Anomaly Detection Using
Smartphone Sensors
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2024
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M. Ansari
Rakshit Sandilya
Mohammed Javed
David Doermann
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IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint
Video-Depth Generation
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2024
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Yuanhao Zhai
Kevin Lin
Linjie Li
Chung-Ching Lin
Jianfeng Wang
Zhengyuan Yang
David Doermann
Junsong Yuan
Zicheng Liu
Lijuan Wang
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ClawMachine: Fetching Visual Tokens as An Entity for Referring and
Grounding
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2024
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Tianren Ma
Lingxi Xie
Yunjie Tian
Boyu Yang
Yuan Zhang
David Doermann
Qixiang Ye
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Motion Consistency Model: Accelerating Video Diffusion with Disentangled
Motion-Appearance Distillation
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2024
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Yuanhao Zhai
Kevin Lin
Zhengyuan Yang
Linjie Li
Jianfeng Wang
Chung-Ching Lin
David Doermann
Junsong Yuan
Lijuan Wang
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Artemis: Towards Referential Understanding in Complex Videos
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2024
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Jihao Qiu
Yuan Zhang
Xi Tang
Lingxi Xie
Tianren Ma
Pengyu Yan
David Doermann
Qixiang Ye
Yunjie Tian
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Federated Learning via Input-Output Collaborative Distillation
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2024
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Xuan Gong
Shanglin Li
Yuxiang Bao
Barry Yao
Yawen Huang
Ziyan Wu
Baochang Zhang
Yefeng Zheng
David Doermann
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ChartReformer: Natural Language-Driven Chart Image Editing
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2024
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Pengyu Yan
Mahesh Bhosale
Jay Lal
Bikhyat Adhikari
David Doermann
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Leaf-Based Plant Disease Detection and Explainable AI
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2023
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Saurav Sagar
Mohammed Javed
David Doermann
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Language-guided Human Motion Synthesis with Atomic Actions
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2023
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Yuanhao Zhai
Mingzhen Huang
Tianyu Luan
Lu Dong
Ifeoma Nwogu
Siwei Lyu
David Doermann
Junsong Yuan
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Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning
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2023
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Yuanhao Zhai
Tianyu Luan
David Doermann
Junsong Yuan
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SOAR: Scene-debiasing Open-set Action Recognition
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2023
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Yuanhao Zhai
Ziyi Liu
Zhenyu Wu
Yi Wu
Chunluan Zhou
David Doermann
Junsong Yuan
Gang Hua
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Progressive Multi-View Human Mesh Recovery with Self-Supervision
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2023
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Xuan Gong
Liangchen Song
Meng Zheng
Benjamin Planche
Terrence Chen
Junsong Yuan
David Doermann
Ziyan Wu
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LineFormer: Rethinking Line Chart Data Extraction as Instance Segmentation
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2023
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Jay Lal
Aditya Mitkari
Mahesh Bhosale
David Doermann
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Context-Aware Chart Element Detection
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2023
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Pengyu Yan
Saleem Ahmed
David Doermann
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Filter Pruning for Efficient CNNs via Knowledge-driven Differential Filter Sampler
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2023
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Shaohui Lin
Wenxuan Huang
Jiao Xie
Baochang Zhang
Yunhang Shen
Yu Zhou
Jungong Han
David Doermann
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A Survey and Approach to Chart Classification
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2023
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Anurag Dhote
Mohammed Javed
David Doermann
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A Survey on Figure Classification Techniques in Scientific Documents
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2023
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Anurag Dhote
Mohammed Javed
David Doermann
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A Survey on Change Detection Techniques in Document Images
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2023
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Abhinandan Kumar Pun
Mohammed Javed
David Doermann
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SpaDen : Sparse and Dense Keypoint Estimation for Real-World Chart Understanding
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2023
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Saleem Ahmed
Pengyu Yan
David Doermann
Srirangaraj Setlur
Venu Govindaraju
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Context-Aware Chart Element Detection
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2023
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Pengyu Yan
Saleem Ahmed
David Doermann
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Language-guided Human Motion Synthesis with Atomic Actions
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2023
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Yuanhao Zhai
Mingzhen Huang
Tianyu Luan
Lu Dong
Ifeoma Nwogu
Siwei Lyu
David Doermann
Junsong Yuan
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Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning
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2023
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Yuanhao Zhai
Tianyu Luan
David Doermann
Junsong Yuan
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SOAR: Scene-debiasing Open-set Action Recognition
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2023
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Yuanhao Zhai
Ziyi Liu
Zhenyu Wu
Yi Wu
Chunluan Zhou
David Doermann
Junsong Yuan
Gang Hua
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Player Re-Identification Using Body Part Appearences
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2023
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Mahesh Bhosale
Abhishek Kumar
David Doermann
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The Analysis and Extraction of Structure from Organizational Charts
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2023
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Nikhil Manali
David Doermann
Mahesh S. Desai
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Federated Learning via Input-Output Collaborative Distillation
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2023
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Xuan Gong
Shanglin Li
Yuxiang Bao
Barry Yao
Yawen Huang
Ziyan Wu
Baochang Zhang
Yefeng Zheng
David Doermann
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Federated Learning With Privacy-Preserving Ensemble Attention Distillation
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2022
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Xuan Gong
Liangchen Song
Rishi Vedula
Abhishek Sharma
Meng Zheng
Benjamin Planche
Arun Innanje
Terrence Chen
Junsong Yuan
David Doermann
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Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation
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2022
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Xuan Gong
Abhishek Sharma
Srikrishna Karanam
Ziyan Wu
Terrence Chen
David Doermann
Arun Innanje
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Confidence Dimension for Deep Learning based on Hoeffding Inequality and Relative Evaluation
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2022
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Runqi Wang
Linlin Yang
Baochang Zhang
Wentao Zhu
David Doermann
Guodong Guo
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Self-supervised Human Mesh Recovery with Cross-Representation Alignment
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2022
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Xuan Gong
Meng Zheng
Benjamin Planche
Srikrishna Karanam
Terrence Chen
David Doermann
Ziyan Wu
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Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation
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2022
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Xuan Gong
Abhishek Sharma
Srikrishna Karanam
Ziyan Wu
Terrence Chen
David Doermann
Arun Innanje
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PREF: Predictability Regularized Neural Motion Fields
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2022
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Liangchen Song
Xuan Gong
Benjamin Planche
Meng Zheng
David Doermann
Junsong Yuan
Terrence Chen
Ziyan Wu
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Federated Learning with Privacy-Preserving Ensemble Attention Distillation
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2022
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Xuan Gong
Liangchen Song
Rishi Vedula
Abhishek Sharma
Meng Zheng
Benjamin Planche
Arun Innanje
Terrence Chen
Junsong Yuan
David Doermann
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Progressive Multi-view Human Mesh Recovery with Self-Supervision
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2022
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Xuan Gong
Liangchen Song
Meng Zheng
Benjamin Planche
Terrence Chen
Junsong Yuan
David Doermann
Ziyan Wu
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PDF
Chat
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PREF: Predictability Regularized Neural Motion Fields
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2022
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Liangchen Song
Xuan Gong
Benjamin Planche
Meng Zheng
David Doermann
Junsong Yuan
Terrence Chen
Ziyan Wu
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PDF
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Self-supervised Human Mesh Recovery with Cross-Representation Alignment
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2022
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Xuan Gong
Meng Zheng
Benjamin Planche
Srikrishna Karanam
Terrence Chen
David Doermann
Ziyan Wu
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Learning Robot Swarm Tactics over Complex Adversarial Environments
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2021
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Amir Behjat
Hemanth Manjunatha
Prajit Krisshna Kumar
Apurv Jani
Leighton Collins
Payam Ghassemi
Joseph J. DiStefano
David Doermann
Karthik Dantu
Ehsan T. Esfahani
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Using Physiological Information to Classify Task Difficulty in Human-Swarm Interaction
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2021
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Joseph P. Distefano
Hemanth Manjunatha
Souma Chowdhury
Karthik Dantu
David Doermann
Ehsan T. Esfahani
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Semantic Text-to-Face GAN -ST^2FG.
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2021
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Manan Oza
Sukalpa Chanda
David Doermann
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Multi-UAV Mobile Edge Computing and Path Planning Platform Based on Reinforcement Learning
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2021
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Huan Chang
Yi‐Cheng Chen
Baochang Zhang
David Doermann
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iffDetector: Inference-Aware Feature Filtering for Object Detection
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2021
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Mingyuan Mao
Yuxin Tian
Baochang Zhang
Qixiang Ye
Wanquan Liu
David Doermann
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PDF
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Scalable Coverage Path Planning of Multi-Robot Teams for Monitoring Non-Convex Areas
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2021
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Leighton Collins
Payam Ghassemi
Ehsan T. Esfahani
David Doermann
Karthik Dantu
Souma Chowdhury
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Smart Mask – Wearable IoT Solution for Improved Protection and Personal Health
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2021
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Jarkko Hyysalo
Sandun Dasanayake
Jari Hannu
Christian Schuss
Mikko Rajanen
Teemu Leppänen
David Doermann
J. Sauvola
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Scalable Coverage Path Planning of Multi-Robot Teams for Monitoring Non-Convex Areas
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2021
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Leighton Collins
Payam Ghassemi
Ehsan T. Esfahani
David Doermann
Karthik Dantu
Souma Chowdhury
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PDF
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Deformable Gabor Feature Networks for Biomedical Image Classification
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2021
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Xuan Gong
Xin Xia
Wentao Zhu
Baochang Zhang
David Doermann
Li’an Zhuo
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Multi-UAV Mobile Edge Computing and Path Planning Platform based on Reinforcement Learning
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2021
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Huan Chang
Yi‐Cheng Chen
Baochang Zhang
David Doermann
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Probabilistic Ranking-Aware Ensembles for Enhanced Object Detections
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2021
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Mingyuan Mao
Baochang Zhang
David Doermann
Jie Guo
Shumin Han
Yuan Feng
Xiaodi Wang
Errui Ding
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Cogradient Descent for Dependable Learning
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2021
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Runqi Wang
Baochang Zhang
Li’an Zhuo
Qixiang Ye
David Doermann
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Oriented Object Detection with Transformer
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2021
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Teli Ma
Mingyuan Mao
Honghui Zheng
Peng Gao
Xiaodi Wang
Shumin Han
Errui Ding
Baochang Zhang
David Doermann
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Two-Stream Consensus Network: Submission to HACS Challenge 2021 Weakly-Supervised Learning Track
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2021
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Yuanhao Zhai
Le Wang
David Doermann
Junsong Yuan
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Associative Adversarial Learning Based on Selective Attack
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2021
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Runqi Wang
Xiaoyue Duan
Baochang Zhang
Song Xue
Wentao Zhu
David Doermann
Guodong Guo
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Using Physiological Information to Classify Task Difficulty in Human-Swarm Interaction
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2021
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Joseph P. Distefano
Hemanth Manjunatha
Souma Chowdhury
Karthik Dantu
David Doermann
Ehsan T. Esfahani
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Learning Robot Swarm Tactics over Complex Adversarial Environments
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2021
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Amir Behjat
Hemanth Manjunatha
Prajit KrisshnaKumar
Apurv Jani
Leighton Collins
Payam Ghassemi
Joseph J. DiStefano
David Doermann
Karthik Dantu
Ehsan T. Esfahani
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+
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Semantic Text-to-Face GAN -ST^2FG
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2021
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Manan Oza
Sukalpa Chanda
David Doermann
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+
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Scalable Coverage Path Planning of Multi-Robot Teams for Monitoring Non-Convex Areas
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2021
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Leighton Collins
Payam Ghassemi
Ehsan T. Esfahani
David Doermann
Karthik Dantu
Souma Chowdhury
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A Review of Recent Advances of Binary Neural Networks for Edge Computing
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2020
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Wenyu Zhao
Teli Ma
Xuan Gong
Baochang Zhang
David Doermann
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Binarized Neural Architecture Search for Efficient Object Recognition
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2020
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Hanlin Chen
Li’an Zhuo
Baochang Zhang
Xiawu Zheng
Jianzhuang Liu
Rongrong Ji
David Doermann
Guodong Guo
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Cogradient Descent for Bilinear Optimization
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2020
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Li’an Zhuo
Baochang Zhang
Linlin Yang
Hanlin Chen
Qixiang Ye
David Doermann
Rongrong Ji
Guodong Guo
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PDF
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Binarized Neural Architecture Search
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2020
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Hanlin Chen
Li’an Zhuo
Baochang Zhang
Xiawu Zheng
Jianzhuang Liu
David Doermann
Rongrong Ji
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NAS-Count: Counting-by-Density with Neural Architecture Search
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2020
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Yutao Hu
Xiaolong Jiang
Xuhui Liu
Baochang Zhang
Jungong Han
Xianbin Cao
David Doermann
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CP-NAS: Child-Parent Neural Architecture Search for Binary Neural Networks
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2020
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Li’an Zhuo
Baochang Zhang
Hanlin Chen
Linlin Yang
Chen Chen
Yanjun Zhu
David Doermann
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Cogradient Descent for Bilinear Optimization
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2020
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Li’an Zhuo
Baochang Zhang
Linlin Yang
Hanlin Chen
Qixiang Ye
David Doermann
Guodong Guo
Rongrong Ji
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iffDetector: Inference-aware Feature Filtering for Object Detection
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2020
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Mingyuan Mao
Yuxin Tian
Baochang Zhang
Qixiang Ye
Wanquan Liu
Guodong Guo
David Doermann
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Anti-Bandit Neural Architecture Search for Model Defense
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2020
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Hanlin Chen
Baochang Zhang
Song Xue
Xuan Gong
Hong Liu
Rongrong Ji
David Doermann
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Binarized Neural Architecture Search for Efficient Object Recognition
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2020
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Hanlin Chen
Li’an Zhuo
Baochang Zhang
Xiawu Zheng
Jianzhuang Liu
Rongrong Ji
David Doermann
Guodong Guo
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PDF
Chat
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NAS-Count: Counting-by-Density with Neural Architecture Search
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2020
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Yutao Hu
Xiaolong Jiang
Xuhui Liu
Baochang Zhang
Jungong Han
Xianbin Cao
David Doermann
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PDF
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Anti-bandit Neural Architecture Search for Model Defense
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2020
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Hanlin Chen
Baochang Zhang
Song Xue
Xuan Gong
Hong Liu
Rongrong Ji
David Doermann
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Deformable Gabor Feature Networks for Biomedical Image Classification
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2020
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Xuan Gong
Xin Xia
Wentao Zhu
Baochang Zhang
David Doermann
Li’an Zhuo
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PDF
Chat
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Projection Convolutional Neural Networks for 1-bit CNNs via Discrete Back Propagation
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2019
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Jiaxin Gu
Ce Li
Baochang Zhang
Jungong Han
Xianbin Cao
Jianzhuang Liu
David Doermann
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PDF
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Towards Optimal Structured CNN Pruning via Generative Adversarial Learning
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2019
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Shaohui Lin
Rongrong Ji
Chenqian Yan
Baochang Zhang
Liujuan Cao
Qixiang Ye
Feiyue Huang
David Doermann
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PDF
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Circulant Binary Convolutional Networks: Enhancing the Performance of 1-Bit DCNNs With Circulant Back Propagation
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2019
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Chunlei Liu
Wenrui Ding
Xin Xia
Baochang Zhang
Jiaxin Gu
Jianzhuang Liu
Rongrong Ji
David Doermann
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PDF
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Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression
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2019
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Yuchao Li
Shaohui Lin
Baochang Zhang
Jianzhuang Liu
David Doermann
Yongjian Wu
Feiyue Huang
Rongrong Ji
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Crowd Counting and Density Estimation by Trellis Encoder-Decoder Network
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2019
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Xiaolong Jiang
Zehao Xiao
Baochang Zhang
Xiantong Zhen
Xianbin Cao
David Doermann
Ling Shao
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Towards Optimal Structured CNN Pruning via Generative Adversarial Learning
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2019
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Shaohui Lin
Rongrong Ji
Chenqian Yan
Baochang Zhang
Liujuan Cao
Qixiang Ye
Feiyue Huang
David Doermann
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Circulant Binary Convolutional Networks: Enhancing the Performance of 1-bit DCNNs with Circulant Back Propagation
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2019
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Chunlei Liu
Wenrui Ding
Xin Xia
Baochang Zhang
Jiaxin Gu
Jianzhuang Liu
Rongrong Ji
David Doermann
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Binarized Neural Architecture Search
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2019
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Hanlin Chen
Li’an Zhuo
Baochang Zhang
Xiawu Zheng
Jianzhuang Liu
David Doermann
Rongrong Ji
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Projection Convolutional Neural Networks for 1-bit CNNs via Discrete Back Propagation
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2018
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Jiaxin Gu
Ce Li
Baochang Zhang
Jungong Han
Xianbin Cao
Jianzhuang Liu
David Doermann
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Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression
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2018
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Yuchao Li
Shaohui Lin
Baochang Zhang
Jianzhuang Liu
David Doermann
Yongjian Wu
Feiyue Huang
Rongrong Ji
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PDF
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IOD-CNN: Integrating object detection networks for event recognition
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2017
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Sungmin Eum
Hyungtae Lee
Heesung Kwon
David Doermann
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IOD-CNN: Integrating Object Detection Networks for Event Recognition
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2017
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Sungmin Eum
Hyungtae Lee
Heesung Kwon
David Doermann
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PDF
Chat
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Machine-assisted authentication of paper currency: an experiment on Indian banknotes
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2015
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Ankush Roy
Biswajit Halder
Utpal Garain
David Doermann
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SHOE: Supervised Hashing with Output Embeddings
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2015
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Sravanthi Bondugula
Varun Manjunatha
Larry S. Davis
David Doermann
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Detecting Structural Irregularity in Electronic Dictionaries Using Language Modeling
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2014
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Paul Rodrigues
David Zajic
David Doermann
Michael Bloodgood
Peng Ye
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A random forest system combination approach for error detection in digital dictionaries
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2014
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Michael Bloodgood
Peng Ye
Paul Rodrigues
David Zajic
David Doermann
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Machine Assisted Authentication of Paper Currency: an Experiment on Indian Banknotes
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2014
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Ankush Roy
Biswajit Halder
Utpal Garain
David Doermann
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Correcting Errors in Digital Lexicographic Resources Using a Dictionary Manipulation Language
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2014
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David Zajic
Michael Maxwell
David Doermann
Paul Rodrigues
Michael Bloodgood
|