Jonghyun Choi

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 84

Top Venues

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Daechul Ahn, Yura Choi, San Kim, Youngjae Yu, Dongyeop Kang, Jonghyun Choi
i-SRT: Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective Judgment. CoRR (2024)
Byeonghwi Kim, Minhyuk Seo, Jonghyun Choi
Online Continual Learning For Interactive Instruction Following Agents. CoRR (2024)
Jinsung Jeon, Hyundong Jin, Jonghyun Choi, Sanghyun Hong, Dongeun Lee, Kookjin Lee, Noseong Park
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images. ICLR (2024)
Hyeyoon Lee, Kanghyun Choi, Dain Kwon, Sunjong Park, Mayoore Selvarasa Jaiswal, Noseong Park, Jonghyun Choi, Jinho Lee
DataFreeShield: Defending Adversarial Attacks without Training Data. CoRR (2024)
Daechul Ahn, Yura Choi, Youngjae Yu, Dongyeop Kang, Jonghyun Choi
Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback. ACL (1) (2024)
Daechul Ahn, Yura Choi, Youngjae Yu, Dongyeop Kang, Jonghyun Choi
Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback. CoRR (2024)
Young Jin Ahn, Jungwoo Park, Sangha Park, Jonghyun Choi, Kee-Eung Kim
SyncVSR: Data-Efficient Visual Speech Recognition with End-to-End Crossmodal Audio Token Synchronization. CoRR (2024)
Byeonghwi Kim, Minhyuk Seo, Jonghyun Choi
Online Continual Learning for Interactive Instruction Following Agents. ICLR (2024)
Dongjae Jeon, Wonje Jeung, Taeheon Kim, Albert No, Jonghyun Choi
An Information Theoretic Metric for Evaluating Unlearning Models. CoRR (2024)
Kyungsik Lee, Youngmi Jun, Eunji Kim, Suhyun Kim, Seong Jae Hwang, Jonghyun Choi
Kore Initial Clustering for Unsupervised Domain Adaptation. VISIGRAPP (2): VISAPP (2024)
Taewoong Kim, Cheolhong Min, Byeonghwi Kim, Jinyeon Kim, Wonje Jeung, Jonghyun Choi
ReALFRED: An Embodied Instruction Following Benchmark in Photo-Realistic Environments. CoRR (2024)
Minhyuk Seo, Hyunseo Koh, Wonje Jeung, Minjae Lee, San Kim, Hankook Lee, Sungjun Cho, Sungik Choi, Hyunwoo Kim, Jonghyun Choi
Learning Equi-angular Representations for Online Continual Learning. CoRR (2024)
Minhyuk Seo, Diganta Misra, Seongwon Cho, Minjae Lee, Jonghyun Choi
Just Say the Name: Online Continual Learning with Category Names Only via Data Generation. CoRR (2024)
Woojin Cho, Seunghyeon Cho, Hyundong Jin, Jinsung Jeon, Kookjin Lee, Sanghyun Hong, Dongeun Lee, Jonghyun Choi, Noseong Park
Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations. AAAI (2024)
Jinsung Jeon, Hyundong Jin, Jonghyun Choi, Sanghyun Hong, Dongeun Lee, Kookjin Lee, Noseong Park
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images. CoRR (2024)
Jihun Kim, Dahyun Kim, Hyungrok Jung, Taeil Oh, Jonghyun Choi
Long-Tailed Recognition on Binary Networks by Calibrating A Pre-trained Model. CoRR (2024)
Daechul Ahn, Daneul Kim, Gwangmo Song, Seung Hwan Kim, Honglak Lee, Dongyeop Kang, Jonghyun Choi
Story Visualization by Online Text Augmentation with Context Memory. ICCV (2023)
Byung Hyun Lee, Okchul Jung, Jonghyun Choi, Se Young Chun
Online Continual Learning on Hierarchical Label Expansion. ICCV (2023)
Ashish Sinha, Jonghyun Choi
MEnsA: Mix-up Ensemble Average for Unsupervised Multi Target Domain Adaptation on 3D Point Clouds. CVPR Workshops (2023)
Daechul Ahn, Daneul Kim, Gwangmo Song, Seung Hwan Kim, Honglak Lee, Dongyeop Kang, Jonghyun Choi
Story Visualization by Online Text Augmentation with Context Memory. CoRR (2023)
Byeonghwi Kim, Jinyeon Kim, Yuyeong Kim, Cheolhong Min, Jonghyun Choi
Context-Aware Planning and Environment-Aware Memory for Instruction Following Embodied Agents. ICCV (2023)
Jonghyun Choi, Ian Visagie, Yi Chen, Robert Abbel, Kate Parker
NFC-Enabled Dual-Channel Flexible Printed Sensor Tag. Sensors 23 (15) (2023)
Seokbae Moon, Jonghyun Choi, Woonhyung Cho
Idea of Motor Fault Diagnosis and Classification Using the Latent Vector of Autoencoder. IECON (2023)
Byung Hyun Lee, Okchul Jung, Jonghyun Choi, Se Young Chun
Online Continual Learning on Hierarchical Label Expansion. CoRR (2023)
Suvaansh Bhambri, Byeonghwi Kim, Jonghyun Choi
Multi-Level Compositional Reasoning for Interactive Instruction Following. CoRR (2023)
Hanwool Lee, Jonghyun Choi, Sohyeon Kwon, Sungbum Jung
EaSyGuide : ESG Issue Identification Framework leveraging Abilities of Generative Large Language Models. CoRR (2023)
Hyunseo Koh, Minhyuk Seo, Jihwan Bang, Hwanjun Song, Deokki Hong, Seulki Park, Jung-Woo Ha, Jonghyun Choi
Online Boundary-Free Continual Learning by Scheduled Data Prior. ICLR (2023)
Byeonghwi Kim, Jinyeon Kim, Yuyeong Kim, Cheolhong Min, Jonghyun Choi
Context-Aware Planning and Environment-Aware Memory for Instruction Following Embodied Agents. CoRR (2023)
Xinyue Ma, Suyeon Jeong, Minjia Zhang, Di Wang, Jonghyun Choi, Myeongjae Jeon
Cost-effective On-device Continual Learning over Memory Hierarchy with Miro. MobiCom (2023)
Woojin Cho, Seunghyeon Cho, Hyundong Jin, Jinsung Jeon, Kookjin Lee, Sanghyun Hong, Dongeun Lee, Jonghyun Choi, Noseong Park
Operator-learning-inspired Modeling of Neural Ordinary Differential Equations. CoRR (2023)
Suvaansh Bhambri, Byeonghwi Kim, Jonghyun Choi
Multi-Level Compositional Reasoning for Interactive Instruction Following. AAAI (2023)
Ashish Sinha, Jonghyun Choi
MEnsA: Mix-up Ensemble Average for Unsupervised Multi Target Domain Adaptation on 3D Point Clouds. CoRR (2023)
Xinyue Ma, Suyeon Jeong, Minjia Zhang, Di Wang, Jonghyun Choi, Myeongjae Jeon
Cost-effective On-device Continual Learning over Memory Hierarchy with Miro. CoRR (2023)
Jihwan Bang, Hyunseo Koh, Seulki Park, Hwanjun Song, Jung-Woo Ha, Jonghyun Choi
Online Continual Learning on a Contaminated Data Stream with Blurry Task Boundaries. CoRR (2022)
Yeongwoo Nam, S. Mohammad Mostafavi I., Kuk-Jin Yoon, Jonghyun Choi
Stereo Depth from Events Cameras: Concentrate and Focus on the Future. CVPR (2022)
Kunal Pratap Singh, Luca Weihs, Alvaro Herrasti, Jonghyun Choi, Aniruddha Kembhavi, Roozbeh Mottaghi
Ask4Help: Learning to Leverage an Expert for Embodied Tasks. NeurIPS (2022)
Hyunseo Koh, Dahyun Kim, Jung-Woo Ha, Jonghyun Choi
Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference. ICLR (2022)
Kunal Pratap Singh, Luca Weihs, Alvaro Herrasti, Jonghyun Choi, Aniruddha Kembhavi, Roozbeh Mottaghi
Ask4Help: Learning to Leverage an Expert for Embodied Tasks. CoRR (2022)
Soobee Lee, Minindu Weerakoon, Jonghyun Choi, Minjia Zhang, Di Wang, Myeongjae Jeon
CarM: hierarchical episodic memory for continual learning. DAC (2022)
Jihwan Bang, Hyunseo Koh, Seulki Park, Hwanjun Song, Jung-Woo Ha, Jonghyun Choi
Online Continual Learning on a Contaminated Data Stream with Blurry Task Boundaries. CVPR (2022)
Junghun Oh, Heewon Kim, Seungjun Nah, Cheeun Hong, Jonghyun Choi, Kyoung Mu Lee
Attentive Fine-Grained Structured Sparsity for Image Restoration. CoRR (2022)
S. Mohammad Mostafavi I., Yeongwoo Nam, Jonghyun Choi, Kuk-Jin Yoon
E2SRI: Learning to Super-Resolve Intensity Images From Events. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Dahyun Kim, Jonghyun Choi
Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning. CVPR (2022)
Junghun Oh, Heewon Kim, Seungjun Nah, Cheeun Hong, Jonghyun Choi, Kyoung Mu Lee
Attentive Fine-Grained Structured Sparsity for Image Restoration. CVPR (2022)
Shlok Kumar Mishra, Anshul Shah, Ankan Bansal, Janit Anjaria, Jonghyun Choi, Abhinav Shrivastava, Abhishek Sharma, David Jacobs
Learning visual representations for transfer learning by suppressing texture. BMVC (2022)
Dongmin Kang, Yeongwoo Nam, Daeun Kyung, Jonghyun Choi
Unsupervised Domain Adaptation for 3D Point Clouds by Searched Transformations. IEEE Access 10 (2022)
Yeonsik Jo, Se Young Chun, Jonghyun Choi
Rethinking Deep Image Prior for Denoising. ICCV (2021)
Christopher Clark, Jordi Salvador, Dustin Schwenk, Derrick Bonafilia, Mark Yatskar, Eric Kolve, Alvaro Herrasti, Jonghyun Choi, Sachin Mehta, Sam Skjonsberg, Carissa Schoenick, Aaron Sarnat, Hannaneh Hajishirzi, Aniruddha Kembhavi, Oren Etzioni, Ali Farhadi
Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text. EMNLP (1) (2021)
Yeonsik Jo, Se Young Chun, Jonghyun Choi
Rethinking Deep Image Prior for Denoising. CoRR (2021)
Jinwoo Nam, Daechul Ahn, Dongyeop Kang, Seong Jong Ha, Jonghyun Choi
Zero-shot Natural Language Video Localization. CoRR (2021)
Dahyun Kim, Jonghyun Choi
Self-Supervised Learning for Binary Networks by Joint Classifier Training. CoRR (2021)
S. Mohammad Mostafavi I., Kuk-Jin Yoon, Jonghyun Choi
Event-Intensity Stereo: Estimating Depth by the Best of Both Worlds. ICCV (2021)
Hyunseo Koh, Dahyun Kim, Jung-Woo Ha, Jonghyun Choi
Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference. CoRR (2021)
Dahyun Kim, Kunal Pratap Singh, Jonghyun Choi
BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements. CoRR (2021)
Jihwan Bang, Heesu Kim, Young Joon Yoo, Jung-Woo Ha, Jonghyun Choi
Rainbow Memory: Continual Learning with a Memory of Diverse Samples. CoRR (2021)
Christopher Clark, Jordi Salvador, Dustin Schwenk, Derrick Bonafilia, Mark Yatskar, Eric Kolve, Alvaro Herrasti, Jonghyun Choi, Sachin Mehta, Sam Skjonsberg, Carissa Schoenick, Aaron Sarnat, Hannaneh Hajishirzi, Aniruddha Kembhavi, Oren Etzioni, Ali Farhadi
Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text. CoRR (2021)
Jihwan Bang, Heesu Kim, Youngjoon Yoo, Jung-Woo Ha, Jonghyun Choi
Rainbow Memory: Continual Learning With a Memory of Diverse Samples. CVPR (2021)
Soobee Lee, Minindu Weerakoon, Jonghyun Choi, Minjia Zhang, Di Wang, Myeongjae Jeon
Carousel Memory: Rethinking the Design of Episodic Memory for Continual Learning. CoRR (2021)
Jinwoo Nam, Daechul Ahn, Dongyeop Kang, Seong Jong Ha, Jonghyun Choi
Zero-shot Natural Language Video Localization. ICCV (2021)
Kunal Pratap Singh, Suvaansh Bhambri, Byeonghwi Kim, Roozbeh Mottaghi, Jonghyun Choi
Factorizing Perception and Policy for Interactive Instruction Following. ICCV (2021)
Inhwan Dennis Lee, Ji Hyun Seo, Young Min Kim, Jonghyun Choi, Soonhung Han, Byounghyun Yoo
Automatic Pose Generation for Robotic 3-D Scanning of Mechanical Parts. IEEE Trans. Robotics 36 (4) (2020)
Dongmin Kang, Yeonsik Jo, Yeongwoo Nam, Jonghyun Choi
Confidence Calibration for Incremental Learning. IEEE Access 8 (2020)
Dahyun Kim, Kunal Pratap Singh, Jonghyun Choi
Learning Architectures for Binary Networks. ECCV (12) (2020)
Shlok Kumar Mishra, Anshul Shah, Ankan Bansal, Jonghyun Choi, Abhinav Shrivastava, Abhishek Sharma, David W. Jacobs
Learning Visual Representations for Transfer Learning by Suppressing Texture. CoRR (2020)
S. Mohammad Mostafavi I., Jonghyun Choi, Kuk-Jin Yoon
Learning to Super Resolve Intensity Images From Events. CVPR (2020)
Kunal Pratap Singh, Dahyun Kim, Jonghyun Choi
Learning Architectures for Binary Networks. CoRR (2020)
Kunal Pratap Singh, Suvaansh Bhambri, Byeonghwi Kim, Roozbeh Mottaghi, Jonghyun Choi
MOCA: A Modular Object-Centric Approach for Interactive Instruction Following. CoRR (2020)
Sanghyun Hong, Tae-Hoon Kim, Tudor Dumitras, Jonghyun Choi
Poster: On the Feasibility of Training Neural Networks with Visibly Watermarked Dataset. CoRR (2019)
Dahyun Kim, Jihwan Bae, Yeonsik Jo, Jonghyun Choi
Incremental Learning with Maximum Entropy Regularization: Rethinking Forgetting and Intransigence. CoRR (2019)
S. Mohammad Mostafavi I., Jonghyun Choi, Kuk-Jin Yoon
Learning to Super Resolve Intensity Images from Events. CoRR (2019)
Jonghyun Choi, Jayant Krishnamurthy, Aniruddha Kembhavi, Ali Farhadi
Structured Set Matching Networks for One-Shot Part Labeling. CVPR (2018)
Joe Yue-Hei Ng, Jonghyun Choi, Jan Neumann, Larry S. Davis
ActionFlowNet: Learning Motion Representation for Action Recognition. WACV (2018)
Tae-Hoon Kim, Jonghyun Choi
ScreenerNet: Learning Curriculum for Neural Networks. CoRR (2018)
Aniruddha Kembhavi, Min Joon Seo, Dustin Schwenk, Jonghyun Choi, Ali Farhadi, Hannaneh Hajishirzi
Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension. CVPR (2017)
Jonghyun Choi, Jayant Krishnamurthy, Aniruddha Kembhavi, Ali Farhadi
Structured Set Matching Networks for One-Shot Part Labeling. CoRR (2017)
Mahmudul Hasan, Jonghyun Choi, Jan Neumann, Amit K. Roy-Chowdhury, Larry S. Davis
Learning Temporal Regularity in Video Sequences. CoRR (2016)
Yaming Wang, Jonghyun Choi, Vlad I. Morariu, Larry S. Davis
Mining Discriminative Triplets of Patches for Fine-Grained Classification. CoRR (2016)
Joe Yue-Hei Ng, Jonghyun Choi, Jan Neumann, Larry S. Davis
ActionFlowNet: Learning Motion Representation for Action Recognition. CoRR (2016)
Seunghoon Hong, Jonghyun Choi, Jan Feyereisl, Bohyung Han, Larry S. Davis
Joint Image Clustering and Labeling by Matrix Factorization. IEEE Trans. Pattern Anal. Mach. Intell. 38 (7) (2016)
Changxing Ding, Jonghyun Choi, Dacheng Tao, Larry S. Davis
Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 38 (3) (2016)
Jonghyun Choi, Sung Ju Hwang, Leonid Sigal, Larry S. Davis
Knowledge Transfer with Interactive Learning of Semantic Relationships. AAAI (2016)
Yaming Wang, Jonghyun Choi, Vlad I. Morariu, Larry S. Davis
Mining Discriminative Triplets of Patches for Fine-Grained Classification. CVPR (2016)
Mahmudul Hasan, Jonghyun Choi, Jan Neumann, Amit K. Roy-Chowdhury, Larry S. Davis
Learning Temporal Regularity in Video Sequences. CVPR (2016)
Daeil Seo, Byounghyun Yoo, Jonghyun Choi, Heedong Ko
Webizing 3D contents for super multiview autostereoscopic displays with varying display profiles. Web3D (2016)
Changxing Ding, Jonghyun Choi, Dacheng Tao, Larry S. Davis
Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition. CoRR (2014)
Jonghyun Choi, Hyunjong Cho, Jungsuk Kwac, Larry S. Davis
Toward Sparse Coding on Cosine Distance. ICPR (2014)
Mohammad Rastegari, Shobeir Fakhraei, Jonghyun Choi, David W. Jacobs, Larry S. Davis
Comparing apples to apples in the evaluation of binary coding methods. CoRR (2014)
SungGyu Chun, Jonghyun Choi, Ali Ashraf, SungWoo Nam
Three-dimensional, flexible graphene bioelectronics. EMBC (2014)
SungWoo Nam, SungGyu Chun, Jonghyun Choi
All-carbon graphene bioelectronics. EMBC (2013)
Mohammad Rastegari, Jonghyun Choi, Shobeir Fakhraei, Hal Daumé III, Larry S. Davis
Predictable Dual-View Hashing. ICML (3) (2013)
Jonghyun Choi, Mohammad Rastegari, Ali Farhadi, Larry S. Davis
Adding Unlabeled Samples to Categories by Learned Attributes. CVPR (2013)
Abhishek Sharma, Murad Al Haj, Jonghyun Choi, Larry S. Davis, David W. Jacobs
Robust pose invariant face recognition using coupled latent space discriminant analysis. Comput. Vis. Image Underst. 116 (11) (2012)
Jonghyun Choi, William Robson Schwartz, Huimin Guo, Larry S. Davis
A complementary local feature descriptor for face identification. WACV (2012)
Huimin Guo, Ruiping Wang, Jonghyun Choi, Larry S. Davis
Face verification using sparse representations. CVPR Workshops (2012)
Jonghyun Choi, Abhishek Sharma, David W. Jacobs, Larry S. Davis
Data insufficiency in sketch versus photo face recognition. CVPR Workshops (2012)
William Robson Schwartz, Huimin Guo, Jonghyun Choi, Larry S. Davis
Face Identification Using Large Feature Sets. IEEE Trans. Image Process. 21 (4) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jonghyun Choi