TPAMI

A Variational Mean-Field Control Framework for Graph Representation Learning

Tingting Dan, Zhixuan Zhou, Won Hwa Kim Kim, Guorong Wu

Balancing Gradient Frequencies Facilitates Inductive Inference in Algorithmic Reasoning

Bong Gyun Kang, Jisoo Mok, Junsung Park, Dongjin Lee, Sungroh Yoon

CLIP-Actor-X: Text-driven 4D Human Avatar Generation via Cross-modal Synthesis-through-Optimization

Kim Youwang, Taehyun Byun, Kim Ji-Yeon, Sungjoon Choi, Tae-Hyun Oh

CLIP-Actor-X: Text-Driven 4D Human Avatar Generation via Cross-Modal Synthesis-Through-Optimization

Youwang Kim, Taehyun Byun, Ji-Yeon Kim, Sungjoon Choi, Tae-Hyun Oh

From Local to Global to Mechanistic: An iERF-Centered Unified Framework for Interpreting Vision Models

Yearim Kim*, Sangyu Han*, Nojun Kwak

Improved Residual Learning in Diffusion Models

Junyu Zhang, Daochang Liu, Eunbyung Park, Shichao Zhang, Chang Xu

Robust Adaptation of Foundation Models with Black-Box Visual Prompting

Changdae Oh, Gyeongdeok Seo, Geunyoung Jung, Zhi-Qi Cheng, Hosik Choi, Jiyoung Jung, Kyungwoo Song

Social Reasoning-Aware Trajectory Prediction via Multimodal Language Model

Inhwan Bae, Junoh Lee, Hae-Gon Jeon

Temporal Stereo Matching from Event Cameras via Joint Learning with Stereoscopic Flow

Jae-Young Kang, Hoonhee Cho, Kuk-Jin Yoon

Toward Enhanced Representation Learning for Single-Source Domain Generalization in LiDAR Semantic Segmentation

Hyeonseong Kim, Yoonsu Kang, Changgyoon Oh, Kuk-Jin Yoon

Towards Zero-Shot Point Cloud Registration Across Diverse Scales, Scenes, and Sensor Setups

Hyungtae Lim*, Minkyun Seo*, Luca Carlone, and Jaesik Park

Deformable Graph Transformer

Jinyoung Park, Seongjun Yun, Hyeonjin Park, Jaewoo Kang, Jisu Jeong, Kyung-Min Kim, Jung-Woo Ha, and Hyunwoo J. Kim

Fair Representation Learning for Continuous Sensitive Attributes using Expectation of Integral Probability Metrics

Insung Kong, Kunwoong Kim, Yongdai Kim

Illuminating Salient Contributions in Neuron Activation with Attribution Equilibrium

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

Measuring the Validity of Clustering Validation Datasets

Hyeon Jeon, Michaël Aupetit, DongHwa Shin, Aeri Cho, Seokhyeon Park, and Jinwook Seo

Model-Agnostic and Efficient Mixup Augmentation Guided by Saliency Maps

M.-S. Kang, S.-W. Lee, S.-H. Kim

Prompt Tuning of Deep Neural Networks for Speaker-adaptive Visual Speech Recognition

Minsu Kim, Hyeong-Il Kim, Yong Man Ro

Toward Interactive Sound Source Localization: Better Align Sight and Sound!

Arda Senocak, Hyeonggon Ryu, Junsik Kim, Tae-Hyun Oh, Hanspeter Pfister, Joon Son Chung

Toward Interactive Sound Source Localization: Better Align Sight and Sound!

Arda Senocak, Hyeonggon Ryu, Junsik Kim, Tae-Hyun Oh, Hanspeter Pfister, Joon Son Chung

Video Diffusion Posterior Sampling for Seeing Beyond Dynamic Scattering Layers

Taesung Kwon, Gookho Song, Yoosun Kim, Jong Chul Ye, Mooseok Jang

Visibility-Aware Multi-View Stereo by Surface Normal Weighting for Occlusion Robustness

Hyucksang Lee, Seongmin Lee, Sanghoon Lee

VQ-FedDiff: Federated Learning Algorithm of Diffusion Models with Client-Specific Vector-Quantized Conditioning

Tehrim Yoon, Minyeong Hwang, Eunho Yang

3D-PSSIM: Projective Structural Similarity for 3D Mesh Quality Assessment Robust to Topological Irregularities

Seongmin Lee, Jiwoo Kang, Sanghoon Lee, Weisi Lin, Alan Conrad Bovik

Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object Localization

Jungbeom Lee, Eunji Kim, Jisoo Mok, Sungroh Yoon

What Makes Deviant Places?

Jin-Hwi Park*, Young-Jae Park*, Ilyung Cheong, Junoh Lee, Young Eun Huh, Hae-Gon Jeon

A Large-scale Virtual Dataset and Egocentric Localization for Disaster Responses

Hae-Gon Jeon, Sunghoon Im, Byeong-Uk Lee, François Rameau, Dong-Geol Choi, Jean Oh, In So Kweon, Martial Hebert

Convolutional Hough Matching Networks for Robust and Efficient Visual Correspondence

Juhong Min, Seungwook Kim, Minsu Cho

Deep Efficient Continuous Manifold Learning for Time Series Modeling

S. Jeong, W. Ko, A. W. Mulyadi, H.-I. Suk

Few-shot Font Generation with Weakly Supervised Localized Representations

S Park, S Chun, S Lee, J Cha, B Lee, Hyunjung Shim

From Human Pose Similarity Metric to 3D Human Pose Estimator: Temporal Propagating LSTM Networks

Kyoungoh Lee, Woojae Kim, Sanghoon Lee

MNET++: Music-Driven Pluralistic Dancing Toward Multiple Dance Genre Synthesis

Jinwoo Kim, Beom Kwon, Jongyoo Kim, Sanghoon Lee

One-Shot Adaptation of GAN in Just One CLIP

Gihyun Kwon, Jong Chul Ye

Saliency as Pseudo-pixel Supervision for Weakly and Semi-supervised Semantic Segmentation

M Lee, S Lee, J Lee, Hyunjung Shim

StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis

MinGuk Kang, Joonghyuk Shin, and Jaesik Park

StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis

Minguk Kang, Joonghyuk Shin, Jaesik Park