Jonghyun Choi

CoRR, August, 2025

NMIXX: Domain-Adapted Neural Embeddings for Cross-Lingual eXploration of Finance.

[BibT_eX]

[DOI]

CoRR, July, 2025

Not All Clients Are Equal: Personalized Federated Learning on Heterogeneous Multi-Modal Clients.

[BibT_eX]

[DOI]

CoRR, June, 2025

OASIS: Online Sample Selection for Continual Visual Instruction Tuning.

[BibT_eX]

[DOI]

CoRR, June, 2025

Representation Bending for Large Language Model Safety.

[BibT_eX]

[DOI]

CoRR, April, 2025

Moment-Aware Video Retrieval for Video Corpus Moment Retrieval.

[BibT_eX]

[DOI]

Yura Choi

Daechul Ahn

IEEE Access, 2025

Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling.

[BibT_eX]

[DOI]

Minhyuk Seo

Hyunseo Koh

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Representation Bending for Large Language Model Safety.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Large Language Models Still Exhibit Bias in Long Text.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Multi-Modal Grounded Planning and Efficient Replanning for Learning Embodied Agents with a Few Examples.

[BibT_eX]

[DOI]

Taewoong Kim

Byeonghwi Kim

Mayoore Selvarasa Jaiswal

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

ISR-DPO: Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective DPO.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Motor PHM on Edge Computing with Anomaly Detection and Fault Severity Estimation through Compressed Data Using PCA and Autoencoder.

[BibT_eX]

[DOI]

Mach. Learn. Knowl. Extr., September, 2024

i-SRT: Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective Judgment.

[BibT_eX]

[DOI]

CoRR, 2024

An Information Theoretic Metric for Evaluating Unlearning Models.

[BibT_eX]

[DOI]

CoRR, 2024

Long-Tailed Recognition on Binary Networks by Calibrating A Pre-trained Model.

[BibT_eX]

[DOI]

CoRR, 2024

Just Say the Name: Online Continual Learning with Category Names Only via Data Generation.

[BibT_eX]

[DOI]

CoRR, 2024

Kore Initial Clustering for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

SyncVSR: Data-Efficient Visual Speech Recognition with End-to-End Crossmodal Audio Token Synchronization.

[BibT_eX]

[DOI]

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

DataFreeShield: Defending Adversarial Attacks without Training Data.

[BibT_eX]

[DOI]

Noseong Park

Jinho Lee

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Online Continual Learning for Interactive Instruction Following Agents.

[BibT_eX]

[DOI]

Byeonghwi Kim

Minhyuk Seo

Proceedings of the Twelfth International Conference on Learning Representations, 2024

PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

ReALFRED: An Embodied Instruction Following Benchmark in Photo-Realistic Environments.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Learning Equi-Angular Representations for Online Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Pre-emptive Action Revision by Environmental Feedback for Embodied Instruction Following Agents.

[BibT_eX]

[DOI]

Proceedings of the Conference on Robot Learning, 6-9 November 2024, Munich, Germany., 2024

Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

NFC-Enabled Dual-Channel Flexible Printed Sensor Tag.

[BibT_eX]

[DOI]

Sensors, August, 2023

EaSyGuide : ESG Issue Identification Framework leveraging Abilities of Generative Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Cost-effective On-device Continual Learning over Memory Hierarchy with Miro.

[BibT_eX]

[DOI]

Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Idea of Motor Fault Diagnosis and Classification Using the Latent Vector of Autoencoder.

[BibT_eX]

[DOI]

Seokbae Moon

Woonhyung Cho

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

Online Boundary-Free Continual Learning by Scheduled Data Prior.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Online Continual Learning on Hierarchical Label Expansion.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Context-Aware Planning and Environment-Aware Memory for Instruction Following Embodied Agents.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Story Visualization by Online Text Augmentation with Context Memory.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

MEnsA: Mix-up Ensemble Average for Unsupervised Multi Target Domain Adaptation on 3D Point Clouds.

[BibT_eX]

[DOI]

Ashish Sinha

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Multi-Level Compositional Reasoning for Interactive Instruction Following.

[BibT_eX]

[DOI]

Suvaansh Bhambri

Byeonghwi Kim

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

E2SRI: Learning to Super-Resolve Intensity Images From Events.

[BibT_eX]

[DOI]

Yeongwoo Nam

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Unsupervised Domain Adaptation for 3D Point Clouds by Searched Transformations.

[BibT_eX]

[DOI]

IEEE Access, 2022

Ask4Help: Learning to Leverage an Expert for Embodied Tasks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

CarM: hierarchical episodic memory for continual learning.

[BibT_eX]

[DOI]

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Attentive Fine-Grained Structured Sparsity for Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Stereo Depth from Events Cameras: Concentrate and Focus on the Future.

[BibT_eX]

[DOI]

Yeongwoo Nam

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Online Continual Learning on a Contaminated Data Stream with Blurry Task Boundaries.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Learning visual representations for transfer learning by suppressing texture.

[BibT_eX]

[DOI]

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Your car is recording: Metadata-driven dashcam analysis system.

[BibT_eX]

[DOI]

Digit. Investig., 2021

Self-Supervised Learning for Binary Networks by Joint Classifier Training.

[BibT_eX]

[DOI]

CoRR, 2021

BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements.

[BibT_eX]

[DOI]

Kunal Pratap Singh

CoRR, 2021

Carousel Memory: Rethinking the Design of Episodic Memory for Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Factorizing Perception and Policy for Interactive Instruction Following.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Zero-shot Natural Language Video Localization.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Rethinking Deep Image Prior for Denoising.

[BibT_eX]

[DOI]

Yeonsik Jo

Se Young Chun

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Event-Intensity Stereo: Estimating Depth by the Best of Both Worlds.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Rainbow Memory: Continual Learning With a Memory of Diverse Samples.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Automatic Pose Generation for Robotic 3-D Scanning of Mechanical Parts.

[BibT_eX]

[DOI]

IEEE Trans. Robotics, 2020

MOCA: A Modular Object-Centric Approach for Interactive Instruction Following.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Visual Representations for Transfer Learning by Suppressing Texture.

[BibT_eX]

[DOI]

CoRR, 2020

Confidence Calibration for Incremental Learning.

[BibT_eX]

[DOI]

IEEE Access, 2020

Learning Architectures for Binary Networks.

[BibT_eX]

[DOI]

Kunal Pratap Singh

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning to Super Resolve Intensity Images From Events.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Poster: On the Feasibility of Training Neural Networks with Visibly Watermarked Dataset.

[BibT_eX]

[DOI]

CoRR, 2019

Incremental Learning with Maximum Entropy Regularization: Rethinking Forgetting and Intransigence.

[BibT_eX]

[DOI]

CoRR, 2019

2018

ScreenerNet: Learning Curriculum for Neural Networks.

[BibT_eX]

[DOI]

Tae-Hoon Kim

CoRR, 2018

ActionFlowNet: Learning Motion Representation for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Structured Set Matching Networks for One-Shot Part Labeling.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Joint Image Clustering and Labeling by Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Webizing 3D contents for super multiview autostereoscopic displays with varying display profiles.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Web3D Technology, 2016

Mining Discriminative Triplets of Patches for Fine-Grained Classification.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning Temporal Regularity in Video Sequences.

[BibT_eX]

[DOI]

Mahmudul Hasan

Jan Neumann

Amit K. Roy-Chowdhury

Larry S. Davis

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Knowledge Transfer with Interactive Learning of Semantic Relationships.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Recognizing Visual Categories by Commonality and Diversity.

[BibT_eX]

[DOI]

PhD thesis, 2015

2014

Comparing apples to apples in the evaluation of binary coding methods.

[BibT_eX]

[DOI]

CoRR, 2014

Toward Sparse Coding on Cosine Distance.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Three-dimensional, flexible graphene bioelectronics.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Predictable Dual-View Hashing.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Machine Learning, 2013

All-carbon graphene bioelectronics.

[BibT_eX]

[DOI]

SungWoo Nam

SungGyu Chun

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Adding Unlabeled Samples to Categories by Learned Attributes.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Face Identification Using Large Feature Sets.

[BibT_eX]

[DOI]

William Robson Schwartz

Huimin Guo

Larry S. Davis

IEEE Trans. Image Process., 2012

Robust pose invariant face recognition using coupled latent space discriminant analysis.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2012

A complementary local feature descriptor for face identification.

[BibT_eX]

[DOI]