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2020 – today
- 2024
[c45]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: 11543-11551- [c44]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: 923-940 - [c43]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 - [c42]Byeonghwi Kim, Minhyuk Seo, Jonghyun Choi:
Online Continual Learning for Interactive Instruction Following Agents. ICLR 2024 - [c41]Hyeyoon Lee, Kanghyun Choi, Dain Kwon, Sunjong Park, Mayoore Selvarasa Jaiswal, Noseong Park, Jonghyun Choi, Jinho Lee:
DataFreeShield: Defending Adversarial Attacks without Training Data. ICML 2024 - [c40]Kyungsik Lee, Youngmi Jun, Eunji Kim, Suhyun Kim, Seong Jae Hwang, Jonghyun Choi:
Kore Initial Clustering for Unsupervised Domain Adaptation. VISIGRAPP (2): VISAPP 2024: 425-432 - [i43]Daechul Ahn, Yura Choi, Youngjae Yu, Dongyeop Kang, Jonghyun Choi:
Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback. CoRR abs/2402.03746 (2024) - [i42]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 abs/2402.12721 (2024) - [i41]Byeonghwi Kim, Minhyuk Seo, Jonghyun Choi:
Online Continual Learning For Interactive Instruction Following Agents. CoRR abs/2403.07548 (2024) - [i40]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 abs/2403.10853 (2024) - [i39]Jihun Kim, Dahyun Kim, Hyungrok Jung, Taeil Oh, Jonghyun Choi:
Long-Tailed Recognition on Binary Networks by Calibrating A Pre-trained Model. CoRR abs/2404.00285 (2024) - [i38]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 abs/2404.01628 (2024) - [i37]Dongjae Jeon, Wonje Jeung, Taeheon Kim, Albert No, Jonghyun Choi:
An Information Theoretic Metric for Evaluating Unlearning Models. CoRR abs/2405.17878 (2024) - [i36]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 abs/2406.11280 (2024) - [i35]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 abs/2406.12233 (2024) - [i34]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 abs/2406.15635 (2024) - [i33]Taewoong Kim, Cheolhong Min, Byeonghwi Kim, Jinyeon Kim, Wonje Jeung, Jonghyun Choi:
ReALFRED: An Embodied Instruction Following Benchmark in Photo-Realistic Environments. CoRR abs/2407.18550 (2024) - 2023
- [j9]Jonghyun Choi
, Ian Visagie, Yi Chen, Robert Abbel, Kate Parker:
NFC-Enabled Dual-Channel Flexible Printed Sensor Tag. Sensors 23(15): 6765 (2023) - [c39]Suvaansh Bhambri, Byeonghwi Kim, Jonghyun Choi:
Multi-Level Compositional Reasoning for Interactive Instruction Following. AAAI 2023: 223-231 - [c38]Ashish Sinha, Jonghyun Choi:
MEnsA: Mix-up Ensemble Average for Unsupervised Multi Target Domain Adaptation on 3D Point Clouds. CVPR Workshops 2023: 4767-4777 - [c37]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: 3102-3112 - [c36]Byeonghwi Kim, Jinyeon Kim, Yuyeong Kim, Cheolhong Min, Jonghyun Choi:
Context-Aware Planning and Environment-Aware Memory for Instruction Following Embodied Agents. ICCV 2023: 10902-10912 - [c35]Byung Hyun Lee, Okchul Jung, Jonghyun Choi, Se Young Chun:
Online Continual Learning on Hierarchical Label Expansion. ICCV 2023: 11727-11736 - [c34]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 - [c33]Seokbae Moon, Jonghyun Choi, Woonhyung Cho:
Idea of Motor Fault Diagnosis and Classification Using the Latent Vector of Autoencoder. IECON 2023: 1-5 - [c32]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: 83:1-83:15 - [i32]Ashish Sinha, Jonghyun Choi:
MEnsA: Mix-up Ensemble Average for Unsupervised Multi Target Domain Adaptation on 3D Point Clouds. CoRR abs/2304.01554 (2023) - [i31]Hanwool Lee, Jonghyun Choi, Sohyeon Kwon, Sungbum Jung:
EaSyGuide : ESG Issue Identification Framework leveraging Abilities of Generative Large Language Models. CoRR abs/2306.06662 (2023) - [i30]Xinyue Ma, Suyeon Jeong, Minjia Zhang, Di Wang, Jonghyun Choi, Myeongjae Jeon:
Cost-effective On-device Continual Learning over Memory Hierarchy with Miro. CoRR abs/2308.06053 (2023) - [i29]Byeonghwi Kim, Jinyeon Kim, Yuyeong Kim, Cheolhong Min, Jonghyun Choi:
Context-Aware Planning and Environment-Aware Memory for Instruction Following Embodied Agents. CoRR abs/2308.07241 (2023) - [i28]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 abs/2308.07575 (2023) - [i27]Suvaansh Bhambri, Byeonghwi Kim, Jonghyun Choi:
Multi-Level Compositional Reasoning for Interactive Instruction Following. CoRR abs/2308.09387 (2023) - [i26]Byung Hyun Lee, Okchul Jung, Jonghyun Choi, Se Young Chun:
Online Continual Learning on Hierarchical Label Expansion. CoRR abs/2308.14374 (2023) - [i25]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 abs/2312.10274 (2023) - 2022
- [j8]Dongmin Kang, Yeongwoo Nam, Daeun Kyung, Jonghyun Choi:
Unsupervised Domain Adaptation for 3D Point Clouds by Searched Transformations. IEEE Access 10: 56901-56913 (2022) - [j7]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): 6890-6909 (2022) - [c31]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: 300 - [c30]Yeongwoo Nam, S. Mohammad Mostafavi I., Kuk-Jin Yoon, Jonghyun Choi:
Stereo Depth from Events Cameras: Concentrate and Focus on the Future. CVPR 2022: 6104-6113 - [c29]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: 9265-9274 - [c28]Dahyun Kim, Jonghyun Choi:
Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning. CVPR 2022: 9737-9746 - [c27]Junghun Oh, Heewon Kim, Seungjun Nah, Cheeun Hong, Jonghyun Choi, Kyoung Mu Lee:
Attentive Fine-Grained Structured Sparsity for Image Restoration. CVPR 2022: 17652-17661 - [c26]Soobee Lee, Minindu Weerakoon, Jonghyun Choi, Minjia Zhang, Di Wang, Myeongjae Jeon:
CarM: hierarchical episodic memory for continual learning. DAC 2022: 1147-1152 - [c25]Hyunseo Koh, Dahyun Kim, Jung-Woo Ha, Jonghyun Choi:
Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference. ICLR 2022 - [c24]Kunal Pratap Singh, Luca Weihs, Alvaro Herrasti, Jonghyun Choi, Aniruddha Kembhavi, Roozbeh Mottaghi:
Ask4Help: Learning to Leverage an Expert for Embodied Tasks. NeurIPS 2022 - [i24]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 abs/2203.15355 (2022) - [i23]Junghun Oh, Heewon Kim, Seungjun Nah, Cheeun Hong, Jonghyun Choi, Kyoung Mu Lee:
Attentive Fine-Grained Structured Sparsity for Image Restoration. CoRR abs/2204.12266 (2022) - [i22]Kunal Pratap Singh, Luca Weihs, Alvaro Herrasti, Jonghyun Choi, Aniruddha Kembhavi, Roozbeh Mottaghi:
Ask4Help: Learning to Leverage an Expert for Embodied Tasks. CoRR abs/2211.09960 (2022) - 2021
- [c23]Jihwan Bang, Heesu Kim, Youngjoon Yoo, Jung-Woo Ha, Jonghyun Choi:
Rainbow Memory: Continual Learning With a Memory of Diverse Samples. CVPR 2021: 8218-8227 - [c22]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: 1864-1886 - [c21]Jinwoo Nam, Daechul Ahn, Dongyeop Kang, Seong Jong Ha, Jonghyun Choi:
Zero-shot Natural Language Video Localization. ICCV 2021: 1450-1459 - [c20]Kunal Pratap Singh, Suvaansh Bhambri, Byeonghwi Kim, Roozbeh Mottaghi, Jonghyun Choi:
Factorizing Perception and Policy for Interactive Instruction Following. ICCV 2021: 1868-1877 - [c19]S. Mohammad Mostafavi I., Kuk-Jin Yoon, Jonghyun Choi:
Event-Intensity Stereo: Estimating Depth by the Best of Both Worlds. ICCV 2021: 4238-4247 - [c18]Yeonsik Jo, Se Young Chun, Jonghyun Choi:
Rethinking Deep Image Prior for Denoising. ICCV 2021: 5067-5076 - [i21]Jihwan Bang, Heesu Kim, Young Joon Yoo, Jung-Woo Ha, Jonghyun Choi:
Rainbow Memory: Continual Learning with a Memory of Diverse Samples. CoRR abs/2103.17230 (2021) - [i20]Yeonsik Jo, Se Young Chun, Jonghyun Choi:
Rethinking Deep Image Prior for Denoising. CoRR abs/2108.12841 (2021) - [i19]Jinwoo Nam, Daechul Ahn, Dongyeop Kang, Seong Jong Ha, Jonghyun Choi:
Zero-shot Natural Language Video Localization. CoRR abs/2110.00428 (2021) - [i18]Soobee Lee, Minindu Weerakoon, Jonghyun Choi, Minjia Zhang, Di Wang, Myeongjae Jeon:
Carousel Memory: Rethinking the Design of Episodic Memory for Continual Learning. CoRR abs/2110.07276 (2021) - [i17]Dahyun Kim, Kunal Pratap Singh, Jonghyun Choi:
BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements. CoRR abs/2110.08562 (2021) - [i16]Dahyun Kim, Jonghyun Choi:
Self-Supervised Learning for Binary Networks by Joint Classifier Training. CoRR abs/2110.08851 (2021) - [i15]Hyunseo Koh, Dahyun Kim, Jung-Woo Ha, Jonghyun Choi:
Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference. CoRR abs/2110.10031 (2021) - [i14]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 abs/2112.00800 (2021) - 2020
- [j6]Dongmin Kang, Yeonsik Jo, Yeongwoo Nam, Jonghyun Choi:
Confidence Calibration for Incremental Learning. IEEE Access 8: 126648-126660 (2020) - [j5]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): 1219-1238 (2020) - [c17]S. Mohammad Mostafavi I., Jonghyun Choi, Kuk-Jin Yoon:
Learning to Super Resolve Intensity Images From Events. CVPR 2020: 2765-2773 - [c16]Dahyun Kim, Kunal Pratap Singh, Jonghyun Choi:
Learning Architectures for Binary Networks. ECCV (12) 2020: 575-591 - [i13]Kunal Pratap Singh, Dahyun Kim, Jonghyun Choi:
Learning Architectures for Binary Networks. CoRR abs/2002.06963 (2020) - [i12]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 abs/2011.01901 (2020) - [i11]Kunal Pratap Singh, Suvaansh Bhambri, Byeonghwi Kim, Roozbeh Mottaghi, Jonghyun Choi:
MOCA: A Modular Object-Centric Approach for Interactive Instruction Following. CoRR abs/2012.03208 (2020)
2010 – 2019
- 2019
- [i10]Dahyun Kim, Jihwan Bae, Yeonsik Jo, Jonghyun Choi:
Incremental Learning with Maximum Entropy Regularization: Rethinking Forgetting and Intransigence. CoRR abs/1902.00829 (2019) - [i9]Sanghyun Hong, Tae-Hoon Kim, Tudor Dumitras, Jonghyun Choi:
Poster: On the Feasibility of Training Neural Networks with Visibly Watermarked Dataset. CoRR abs/1902.10854 (2019) - [i8]S. Mohammad Mostafavi I., Jonghyun Choi, Kuk-Jin Yoon:
Learning to Super Resolve Intensity Images from Events. CoRR abs/1912.01196 (2019) - 2018
- [c15]Jonghyun Choi, Jayant Krishnamurthy, Aniruddha Kembhavi, Ali Farhadi:
Structured Set Matching Networks for One-Shot Part Labeling. CVPR 2018: 3627-3636 - [c14]Joe Yue-Hei Ng, Jonghyun Choi, Jan Neumann, Larry S. Davis:
ActionFlowNet: Learning Motion Representation for Action Recognition. WACV 2018: 1616-1624 - [i7]Tae-Hoon Kim, Jonghyun Choi:
ScreenerNet: Learning Curriculum for Neural Networks. CoRR abs/1801.00904 (2018) - 2017
- [c13]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: 5376-5384 - [i6]Jonghyun Choi, Jayant Krishnamurthy, Aniruddha Kembhavi, Ali Farhadi:
Structured Set Matching Networks for One-Shot Part Labeling. CoRR abs/1712.01867 (2017) - 2016
- [j4]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): 518-531 (2016) - [j3]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): 1411-1424 (2016) - [c12]Jonghyun Choi, Sung Ju Hwang, Leonid Sigal, Larry S. Davis:
Knowledge Transfer with Interactive Learning of Semantic Relationships. AAAI 2016: 1505-1511 - [c11]Mahmudul Hasan, Jonghyun Choi, Jan Neumann, Amit K. Roy-Chowdhury, Larry S. Davis:
Learning Temporal Regularity in Video Sequences. CVPR 2016: 733-742 - [c10]Yaming Wang, Jonghyun Choi, Vlad I. Morariu, Larry S. Davis:
Mining Discriminative Triplets of Patches for Fine-Grained Classification. CVPR 2016: 1163-1172 - [c9]Daeil Seo, Byounghyun Yoo, Jonghyun Choi, Heedong Ko:
Webizing 3D contents for super multiview autostereoscopic displays with varying display profiles. Web3D 2016: 155-163 - [i5]Mahmudul Hasan, Jonghyun Choi, Jan Neumann, Amit K. Roy-Chowdhury, Larry S. Davis:
Learning Temporal Regularity in Video Sequences. CoRR abs/1604.04574 (2016) - [i4]Yaming Wang, Jonghyun Choi, Vlad I. Morariu, Larry S. Davis:
Mining Discriminative Triplets of Patches for Fine-Grained Classification. CoRR abs/1605.01130 (2016) - [i3]Joe Yue-Hei Ng, Jonghyun Choi, Jan Neumann, Larry S. Davis:
ActionFlowNet: Learning Motion Representation for Action Recognition. CoRR abs/1612.03052 (2016) - 2015
- [b1]Jonghyun Choi:
Recognizing Visual Categories by Commonality and Diversity. University of Maryland, College Park, MD, USA, 2015 - 2014
- [c8]SungGyu Chun, Jonghyun Choi, Ali Ashraf, SungWoo Nam:
Three-dimensional, flexible graphene bioelectronics. EMBC 2014: 5268-5271 - [c7]Jonghyun Choi, Hyunjong Cho, Jungsuk Kwac, Larry S. Davis:
Toward Sparse Coding on Cosine Distance. ICPR 2014: 4423-4428 - [i2]Changxing Ding, Jonghyun Choi, Dacheng Tao, Larry S. Davis:
Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition. CoRR abs/1401.5311 (2014) - [i1]Mohammad Rastegari, Shobeir Fakhraei, Jonghyun Choi, David W. Jacobs, Larry S. Davis:
Comparing apples to apples in the evaluation of binary coding methods. CoRR abs/1405.1005 (2014) - 2013
- [c6]Jonghyun Choi, Mohammad Rastegari, Ali Farhadi, Larry S. Davis:
Adding Unlabeled Samples to Categories by Learned Attributes. CVPR 2013: 875-882 - [c5]SungWoo Nam, SungGyu Chun, Jonghyun Choi:
All-carbon graphene bioelectronics. EMBC 2013: 5654-5657 - [c4]Mohammad Rastegari, Jonghyun Choi, Shobeir Fakhraei, Hal Daumé III, Larry S. Davis:
Predictable Dual-View Hashing. ICML (3) 2013: 1328-1336 - 2012
- [j2]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): 1095-1110 (2012) - [j1]William Robson Schwartz, Huimin Guo, Jonghyun Choi, Larry S. Davis:
Face Identification Using Large Feature Sets. IEEE Trans. Image Process. 21(4): 2245-2255 (2012) - [c3]Jonghyun Choi, Abhishek Sharma, David W. Jacobs, Larry S. Davis:
Data insufficiency in sketch versus photo face recognition. CVPR Workshops 2012: 1-8 - [c2]Huimin Guo, Ruiping Wang, Jonghyun Choi, Larry S. Davis:
Face verification using sparse representations. CVPR Workshops 2012: 37-44 - [c1]Jonghyun Choi, William Robson Schwartz, Huimin Guo, Larry S. Davis:
A complementary local feature descriptor for face identification. WACV 2012: 121-128
Coauthor Index
Larry Davis 0001
aka: Larry S. Davis
aka: Larry S. Davis
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