Pattern Recognition

Adaptive Integration of Textual Context and Visual Embeddings for Underrepresented Vision Classification

Seongyeop Kim, Hyung-Il Kim, Yong Man Ro

Calibrated Mixup for Imbalanced Regression on Tabular Data

Nathaniel Kang, Kibok Lee, Jongho Im

Causal Unsupervised Semantic Segmentation

Junho Kim*, Byung-Kwan Lee*, Yong Man Ro

Compositional Meta-Learning for Mitigating Task Heterogeneity in Physics-Informed Neural Networks

B.-C. Park, M.-S. Koh, H.-J. Kong, S.-W. Lee

DyMix: Dynamic Frequency Mixup Scheduler-based Unsupervised Domain Adaptation for Enhancing Alzheimer's Disease Identification

K. Oh, Y. Shin, H.-I. Suk

Enhancing Spatio-Temporal Zero-shot Action Recognition with Language-driven Description Attributes

Y.-N. Kim, Y.-E. Kim, S.-W. Lee

Graph Perceiver IO: A General Architecture for Graph-Structured Data

Seyun Bae, Hoyoon Byun, Changdae Oh, Yoon-Sik Cho, Kyungwoo Song

Progressive Latent Calibration for Stable Score Distillation in High Fidelity Text-to-3D Generation

Gyojin Han, Jiwan Hur and Junmo Kim

Structure and Sensitivity in 3D Human Pose Similarity Quantification and Estimation

Kyoungoh Lee, Jungwoo Huh, Jiwoo Kang, Sanghoon Lee

Text-guided Weakly Supervised Framework for Dynamic Facial Expression Recognition

G.-H. Jung, H.-J. Kong, S.-W. Lee

Thinking Before Retrieving: Robust Zero-Shot Composed Image Retrieval via Strategic Planning and Self-Criticism

G. Jung, J.-W. Park, S.-B. Kim, S.-W. Lee

Transferring Ultrahigh-Field Representations for Intensity-Guided Brain Segmentation of Low-Field Magnetic Resonance Imaging

K. Oh, J. Lee, D.-W. Heo, D. Shen, H.-I. Suk

DiffFace: Diffusion-based Face Swapping with Facial Guidance

Kihong Kim, Yunho Kim, Seokju Cho, Junyoung Seo, Jisu Nam, Kychul Lee, Seungryong Kim, KwangHee Lee

LLDiffusion: Learning Degradation Representations in Diffusion Models for Low-Light Image Enhancement

T, Wang, K. Zhang, Y. Zhang, W. Luo, B. Stenger, T. Lu, T-K. Kim, W. Liu

Unsupervised Video Anomaly Detection by Memory Network with Autoencoders in Euclidean and Non-Euclidean Spaces

J.-M.Kim, S.-B. Cho

A Unified Framework for Unsupervised Action Learning via Global-to-local Motion Transformer

Boeun Kim, Jungho Kim, Hyung Jin Chang, Tae-Hyun Oh

Appearance Debiased Gaze Estimation via Stochastic Subject-Wise Adversarial Learning

S.-E. Kim, W.-J. Nam, S.-W. Lee

Bibimbap: Pre-trained models ensemble for Domain Generalization

Jinho Kang, Taero Kim, Yewon Kim, Changdae Oh, Jiyoung Jung, Rakwoo Chang, Kyungwoo Song

Complementary Branch Fusing Class and Semantic Knowledge for Robust Weakly Supervised Semantic Segmentation

Woojung Han, Seil Kang, Kyobin Choo, Seong Jae Hwang

DBN-Mix: Training Dual Branch Network Using Bilateral Mixup Augmentation for Long-tailed Visual Recognition

Jae Soon Baik, In Young Yoon, and Jun Won Choi

Depth-Aware Guidance with Self-Estimated Depth Representations of Diffusion Models

Gyeongnyeon Kim, Wooseok Jang, Gyuseong Lee, Susung Hong, Junyoung Seo, Seungryong Kim

Discriminative Action Tubelet Detector for Weakly-supervised Action Detection

Jiyoung Lee, Seungryong Kim, Sunok Kim, Kwanghoon Sohn

ENInst: Enhancing Weakly-supervised Low-shot Instance Segmentation

Moon Ye-Bin, Dongmin Choi, Yongjin Kwon, Junsik Kim, Tae-Hyun Oh

Rethinking Convolutional Neural Networks for Trajectory Refinement

Hanbit Yoon, Usman Ali, Joonhee Choi, Eunbyung Park

Robust Pedestrian Detection via Constructing Versatile Pedestrian Knowledge Bank

Sungjune Park*, Hyunjun Kim*, Yong Man Ro

Text-Guided Distillation Learning to Diversify Video Embeddings for Text-Video Retrieval

Sangmin Lee, Hyung-Il Kim, Yong Man Ro

Controllable Style Transfer via Test-time Training of Implicit Neural Representation

Sunwoo Kim, Youngjo Min, Younghun Jung, Seungryong Kim

Disentangling the correlated continuous and discrete generative factors of data

Jaewoong Choi, Geonho Hwang and Myungjoo Kang

Elucidating robust learning with uncertainty-aware corruption pattern estimation

Jeongeun Park, Seunguen Shin, Sangheum Hwang, Sungjoon Choi

GITGAN: Generative Inter-subject Transfer for EEG Motor Imagery Analysis

K. Yin, E.Y. Lim, and S.-W. Lee

LC-MSM: Language-Conditioned Masked Segmentation Model for Unsupervised Domain Adaptation

Y.-E. Kim, Y.-W. Lee, and S.-W. Lee

MHCanonNet: Multi-Hypothesis Canonical Lifting Network for Self-supervised 3D Human Pose Estimation in the wild Video

H.-W. Kim, G.-H. Lee, W.-J. Nam, K.-M. Jin, T.-K. Kang, G.-J. Yang, and S.-W. Lee