Choi, Jonghyun

43 publications

ICLR 2025 Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-Based Sampling Minhyuk Seo, Hyunseo Koh, Jonghyun Choi

ICCV 2025 DialNav: Multi-Turn Dialog Navigation with a Remote Guide Leekyeung Han, Hyunji Min, Gyeom Hwangbo, Jonghyun Choi, Paul Hongsuck Seo

TMLR 2025 GenOL: Generating Diverse Examples for Name-Only Online Learning Minhyuk Seo, Seongwon Cho, Minjae Lee, Diganta Misra, Hyeonbeom Choi, Seon Joo Kim, Jonghyun Choi

AAAI 2025 ISR-DPO: Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective DPO Daechul Ahn, Yura Choi, San Kim, Youngjae Yu, Dongyeop Kang, Jonghyun Choi

AAAI 2025 MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity Kanghyun Choi, Hyeyoon Lee, Dain Kwon, Sunjong Park, Kyuyeun Kim, Noseong Park, Jonghyun Choi, Jinho Lee

AAAI 2025 Multi-Modal Grounded Planning and Efficient Replanning for Learning Embodied Agents with a Few Examples Taewoong Kim, Byeonghwi Kim, Jonghyun Choi

ICCV 2025 Online Generic Event Boundary Detection Hyungrok Jung, Daneul Kim, Seunggyun Lim, Jeany Son, Jonghyun Choi

ICML 2024 DataFreeShield: Defending Adversarial Attacks Without Training Data Hyeyoon Lee, Kanghyun Choi, Dain Kwon, Sunjong Park, Mayoore Selvarasa Jaiswal, Noseong Park, Jonghyun Choi, Jinho Lee

NeurIPSW 2024 Large Language Models Still Exhibit Bias in Long Text Wonje Jeung, Dongjae Jeon, Ashkan Yousefpour, Jonghyun Choi

CVPR 2024 Learning Equi-Angular Representations for Online Continual Learning Minhyuk Seo, Hyunseo Koh, Wonje Jeung, Minjae Lee, San Kim, Hankook Lee, Sungjun Cho, Sungik Choi, Hyunwoo Kim, Jonghyun Choi

ICLR 2024 Online Continual Learning for Interactive Instruction Following Agents Byeonghwi Kim, Minhyuk Seo, Jonghyun Choi

AAAI 2024 Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations Woojin Cho, Seunghyeon Cho, Hyundong Jin, Jinsung Jeon, Kookjin Lee, Sanghyun Hong, Dongeun Lee, Jonghyun Choi, Noseong Park

ICLR 2024 PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images Jinsung Jeon, Hyundong Jin, Jonghyun Choi, Sanghyun Hong, Dongeun Lee, Kookjin Lee, Noseong Park

CoRL 2024 Pre-Emptive Action Revision by Environmental Feedback for Embodied Instruction Following Agents Jinyeon Kim, Cheolhong Min, Byeonghwi Kim, Jonghyun Choi

ECCV 2024 ReALFRED: An Embodied Instruction Following Benchmark in Photo-Realistic Environments Taewoong Kim, Cheolhong Min, Byeonghwi Kim, Jinyeon Kim, Wonje Jeung, Jonghyun Choi

ICCV 2023 Context-Aware Planning and Environment-Aware Memory for Instruction Following Embodied Agents Byeonghwi Kim, Jinyeon Kim, Yuyeong Kim, Cheolhong Min, Jonghyun Choi

CVPRW 2023 MEnsA: Mix-up Ensemble Average for Unsupervised Multi Target Domain Adaptation on 3D Point Clouds Ashish Sinha, Jonghyun Choi

AAAI 2023 Multi-Level Compositional Reasoning for Interactive Instruction Following Suvaansh Bhambri, Byeonghwi Kim, Jonghyun Choi

ICLR 2023 Online Boundary-Free Continual Learning by Scheduled Data Prior Hyunseo Koh, Minhyuk Seo, Jihwan Bang, Hwanjun Song, Deokki Hong, Seulki Park, Jung-Woo Ha, Jonghyun Choi

ICCV 2023 Online Continual Learning on Hierarchical Label Expansion Byung Hyun Lee, Okchul Jung, Jonghyun Choi, Se Young Chun

ICCV 2023 Story Visualization by Online Text Augmentation with Context Memory Daechul Ahn, Daneul Kim, Gwangmo Song, Seung Hwan Kim, Honglak Lee, Dongyeop Kang, Jonghyun Choi

NeurIPS 2022 Ask4Help: Learning to Leverage an Expert for Embodied Tasks Kunal Pratap Singh, Luca Weihs, Alvaro Herrasti, Jonghyun Choi, Aniruddha Kembhavi, Roozbeh Mottaghi

CVPR 2022 Attentive Fine-Grained Structured Sparsity for Image Restoration Junghun Oh, Heewon Kim, Seungjun Nah, Cheeun Hong, Jonghyun Choi, Kyoung Mu Lee

ICLR 2022 Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference Hyunseo Koh, Dahyun Kim, Jung-Woo Ha, Jonghyun Choi

CVPR 2022 Online Continual Learning on a Contaminated Data Stream with Blurry Task Boundaries Jihwan Bang, Hyunseo Koh, Seulki Park, Hwanjun Song, Jung-Woo Ha, Jonghyun Choi

CVPR 2022 Stereo Depth from Events Cameras: Concentrate and Focus on the Future Yeongwoo Nam, Mohammad Mostafavi, Kuk-Jin Yoon, Jonghyun Choi

CVPR 2022 Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning Dahyun Kim, Jonghyun Choi

ICCV 2021 Event-Intensity Stereo: Estimating Depth by the Best of Both Worlds Mohammad Mostafavi, Kuk-Jin Yoon, Jonghyun Choi

ICCV 2021 Factorizing Perception and Policy for Interactive Instruction Following Kunal Pratap Singh, Suvaansh Bhambri, Byeonghwi Kim, Roozbeh Mottaghi, Jonghyun Choi

CVPR 2021 Rainbow Memory: Continual Learning with a Memory of Diverse Samples Jihwan Bang, Heesu Kim, YoungJoon Yoo, Jung-Woo Ha, Jonghyun Choi

ICCV 2021 Rethinking Deep Image Prior for Denoising Yeonsik Jo, Se Young Chun, Jonghyun Choi

ICCV 2021 Zero-Shot Natural Language Video Localization Jinwoo Nam, Daechul Ahn, Dongyeop Kang, Seong Jong Ha, Jonghyun Choi

ECCV 2020 Learning Architectures for Binary Networks Dahyun Kim, Kunal Pratap Singh, Jonghyun Choi

WACV 2018 ActionFlowNet: Learning Motion Representation for Action Recognition Joe Yue-Hei Ng, Jonghyun Choi, Jan Neumann, Larry S. Davis

CVPR 2017 Are You Smarter than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension Aniruddha Kembhavi, Minjoon Seo, Dustin Schwenk, Jonghyun Choi, Ali Farhadi, Hannaneh Hajishirzi

AAAI 2016 Knowledge Transfer with Interactive Learning of Semantic Relationships Jonghyun Choi, Sung Ju Hwang, Leonid Sigal, Larry S. Davis

CVPR 2016 Learning Temporal Regularity in Video Sequences Mahmudul Hasan, Jonghyun Choi, Jan Neumann, Amit K. Roy-Chowdhury, Larry S. Davis

CVPR 2016 Mining Discriminative Triplets of Patches for Fine-Grained Classification Yaming Wang, Jonghyun Choi, Vlad Morariu, Larry S. Davis

CVPR 2013 Adding Unlabeled Samples to Categories by Learned Attributes Jonghyun Choi, Mohammad Rastegari, Ali Farhadi, Larry S. Davis

ICML 2013 Predictable Dual-View Hashing Mohammad Rastegari, Jonghyun Choi, Shobeir Fakhraei, Daume Hal, Larry Davis

WACV 2012 A Complementary Local Feature Descriptor for Face Identification Jonghyun Choi, William Robson Schwartz, Huimin Guo, Larry S. Davis

CVPRW 2012 Data Insufficiency in Sketch Versus Photo Face Recognition Jonghyun Choi, Abhishek Sharma, David W. Jacobs, Larry S. Davis

CVPRW 2012 Face Verification Using Sparse Representations Huimin Guo, Ruiping Wang, Jonghyun Choi, Larry S. Davis