Kihyuk Sohn
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
49
Venues
11
Active years
2011–2025
Best venue rank
A*
Where they publish
Papers
49 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | NAACL | Where is the answer? An empirical study of positional bias for parametric knowledge extraction in language model. | Kuniaki Saito, Chen-Yu Lee, Kihyuk Sohn, Yoshitaka Ushiku |
| 2024 | CVPR | Instruct-Imagen: Image Generation with Multi-modal Instruction. | Hexiang Hu, Kelvin C. K. Chan, Yu-Chuan Su, Wenhu Chen, Yandong Li, Kihyuk Sohn, Yang Zhao, Xue Ben, Boqing Gong, William W. Cohen, Ming-Wei Chang, Xuhui Jia |
| 2024 | CVPR | Robust Disaster Assessment from Aerial Imagery Using Text-to-Image Synthetic Data. | Tarun Kalluri, Jihyeon Lee, Kihyuk Sohn, Sahil Singla, Manmohan Chandraker, Joseph Xu, Jeremiah Z. Liu |
| 2024 | ECCV | Photorealistic Video Generation with Diffusion Models. | Agrim Gupta, Lijun Yu, Kihyuk Sohn, Xiuye Gu, Meera Hahn, Fei-Fei Li, Irfan Essa, Lu Jiang, Jos Lezama |
| 2024 | ICLR | DreamFlow: High-quality text-to-3D generation by Approximating Probability Flow. | Kyungmin Lee, Kihyuk Sohn, Jinwoo Shin |
| 2024 | ICLR | Language Model Beats Diffusion - Tokenizer is key to visual generation. | Lijun Yu, Jos Lezama, Nitesh Bharadwaj Gundavarapu, Luca Versari, Kihyuk Sohn, David Minnen, Yong Cheng, Agrim Gupta, Xiuye Gu, Alexander G. Hauptmann, Boqing Gong, Ming-Hsuan Yang, Irfan Essa, David A. Ross, Lu Jiang |
| 2024 | ICML | VideoPoet: A Large Language Model for Zero-Shot Video Generation. | Dan Kondratyuk, Lijun Yu, Xiuye Gu, Jos Lezama, Jonathan Huang, Grant Schindler, Rachel Hornung, Vighnesh Birodkar, Jimmy Yan, Ming-Chang Chiu, Krishna Somandepalli, Hassan Akbari, Yair Alon, Yong Cheng, Joshua V. Dillon, Agrim Gupta, Meera Hahn, Anja Hauth, David Hendon, Alonso Martinez, David Minnen, Mikhail Sirotenko, Kihyuk Sohn, Xuan Yang, Hartwig Adam, Ming-Hsuan Yang, Irfan Essa, Huisheng Wang, David A. Ross, Bryan Seybold, Lu Jiang |
| 2023 | ACL | FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction. | Chen-Yu Lee, Chun-Liang Li, Hao Zhang, Timothy Dozat, Vincent Perot, Guolong Su, Xiang Zhang, Kihyuk Sohn, Nikolay Glushnev, Renshen Wang, Joshua Ainslie, Shangbang Long, Siyang Qin, Yasuhisa Fujii, Nan Hua, Tomas Pfister |
| 2023 | CVPR | MaskSketch: Unpaired Structure-guided Masked Image Generation. | Dina Bashkirova, Jos Lezama, Kihyuk Sohn, Kate Saenko, Irfan Essa |
| 2023 | CVPR | Prefix Conditioning Unifies Language and Label Supervision. | Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister |
| 2023 | CVPR | Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval. | Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister |
| 2023 | CVPR | Visual Prompt Tuning for Generative Transfer Learning. | Kihyuk Sohn, Huiwen Chang, Jos Lezama, Luisa Polania, Han Zhang, Yuan Hao, Irfan Essa, Lu Jiang |
| 2023 | CVPR | MAGVIT: Masked Generative Video Transformer. | Lijun Yu, Yong Cheng, Kihyuk Sohn, Jos Lezama, Han Zhang, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang, Yuan Hao, Irfan Essa, Lu Jiang |
| 2023 | CVPR | Video Probabilistic Diffusion Models in Projected Latent Space. | Sihyun Yu, Kihyuk Sohn, Subin Kim, Jinwoo Shin |
| 2023 | WACV | Unifying Distribution Alignment as a Loss for Imbalanced Semi-supervised Learning. | Justin Lazarow, Kihyuk Sohn, Chen-Yu Lee, Chun-Liang Li, Zizhao Zhang, Tomas Pfister |
| 2023 | WACV | Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types. | Kihyuk Sohn, Jinsung Yoon, Chun-Liang Li, Chen-Yu Lee, Tomas Pfister |
| 2022 | ICLR | AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation. | David Berthelot, Rebecca Roelofs, Kihyuk Sohn, Nicholas Carlini, Alexey Kurakin |
| 2021 | CVPR | CutPaste: Self-Supervised Learning for Anomaly Detection and Localization. | Chun-Liang Li, Kihyuk Sohn, Jinsung Yoon, Tomas Pfister |
| 2021 | CVPR | CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning. | Chen Wei, Kihyuk Sohn, Clayton Mellina, Alan L. Yuille, Fan Yang |
| 2021 | ICLR | i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning. | Kibok Lee, Yian Zhu, Kihyuk Sohn, Chun-Liang Li, Jinwoo Shin, Honglak Lee |
| 2021 | ICLR | Learning and Evaluating Representations for Deep One-Class Classification. | Kihyuk Sohn, Chun-Liang Li, Jinsung Yoon, Minho Jin, Tomas Pfister |
| 2020 | AAAI | Adversarial Learning of Privacy-Preserving and Task-Oriented Representations. | Taihong Xiao, Yi-Hsuan Tsai, Kihyuk Sohn, Manmohan Chandraker, Ming-Hsuan Yang |
| 2020 | BMVC | Adaptation Across Extreme Variations using Unlabeled Bridges. | Shuyang Dai, Kihyuk Sohn, Yi-Hsuan Tsai, Lawrence Carin, Manmohan Chandraker |
| 2020 | CVPR | Towards Universal Representation Learning for Deep Face Recognition. | Yichun Shi, Xiang Yu, Kihyuk Sohn, Manmohan Chandraker, Anil K. Jain |
| 2020 | ECCV | Improving Face Recognition by Clustering Unlabeled Faces in the Wild. | Aruni RoyChowdhury, Xiang Yu, Kihyuk Sohn, Erik G. Learned-Miller, Manmohan Chandraker |
| 2020 | ICLR | ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring. | David Berthelot, Nicholas Carlini, Ekin D. Cubuk, Alex Kurakin, Kihyuk Sohn, Han Zhang, Colin Raffel |
| 2020 | WACV | Active Adversarial Domain Adaptation. | Jong-Chyi Su, Yi-Hsuan Tsai, Kihyuk Sohn, Buyu Liu, Subhransu Maji, Manmohan Chandraker |
| 2019 | CVPR | Feature Transfer Learning for Face Recognition With Under-Represented Data. | Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker |
| 2019 | CVPR | Active Adversarial Domain Adaptation. | Jong-Chyi Su, Yi-Hsuan Tsai, Kihyuk Sohn, Buyu Liu, Subhransu Maji, Manmohan Chandraker |
| 2019 | CVPR | Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild. | Luan Tran, Kihyuk Sohn, Xiang Yu, Xiaoming Liu, Manmohan Chandraker |
| 2019 | CVPR | Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild. | Luan Tran, Kihyuk Sohn, Xiang Yu, Xiaoming Liu, Manmohan Chandraker |
| 2019 | ICCV | Domain Adaptation for Structured Output via Discriminative Patch Representations. | Yi-Hsuan Tsai, Kihyuk Sohn, Samuel Schulter, Manmohan Chandraker |
| 2019 | ICLR | Unsupervised Domain Adaptation for Distance Metric Learning. | Kihyuk Sohn, Wenling Shang, Xiang Yu, Manmohan Chandraker |
| 2019 | WACV | Attentive Conditional Channel-Recurrent Autoencoding for Attribute-Conditioned Face Synthesis. | Wenling Shang, Kihyuk Sohn |
| 2018 | CVPR | Learning to Adapt Structured Output Space for Semantic Segmentation. | Yi-Hsuan Tsai, Wei-Chih Hung, Samuel Schulter, Kihyuk Sohn, Ming-Hsuan Yang, Manmohan Chandraker |
| 2018 | WACV | Channel-Recurrent Autoencoding for Image Modeling. | Wenling Shang, Kihyuk Sohn, Yuandong Tian |
| 2017 | AAAI | Exploring Normalization in Deep Residual Networks with Concatenated Rectified Linear Units. | Wenling Shang, Justin Chiu, Kihyuk Sohn |
| 2017 | ICCV | Reconstruction-Based Disentanglement for Pose-Invariant Face Recognition. | Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris N. Metaxas, Manmohan Chandraker |
| 2017 | ICCV | Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos. | Kihyuk Sohn, Sifei Liu, Guangyu Zhong, Xiang Yu, Ming-Hsuan Yang, Manmohan Chandraker |
| 2017 | ICCV | Towards Large-Pose Face Frontalization in the Wild. | Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker |
| 2016 | ECCV | Attribute2Image: Conditional Image Generation from Visual Attributes. | Xinchen Yan, Jimei Yang, Kihyuk Sohn, Honglak Lee |
| 2016 | ICML | Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units. | Wenling Shang, Kihyuk Sohn, Diogo Almeida, Honglak Lee |
| 2016 | SDM | Discriminative Training of Structured Dictionaries via Block Orthogonal Matching Pursuit. | Wenling Shang, Kihyuk Sohn, Honglak Lee, Anna C. Gilbert |
| 2015 | CVPR | Improving object detection with deep convolutional networks via Bayesian optimization and structured prediction. | Yuting Zhang, Kihyuk Sohn, Ruben Villegas, Gang Pan, Honglak Lee |
| 2014 | ICML | Learning to Disentangle Factors of Variation with Manifold Interaction. | Scott E. Reed, Kihyuk Sohn, Yuting Zhang, Honglak Lee |
| 2013 | CVPR | Augmenting CRFs with Boltzmann Machine Shape Priors for Image Labeling. | Andrew Kae, Kihyuk Sohn, Honglak Lee, Erik G. Learned-Miller |
| 2013 | ICML | Learning and Selecting Features Jointly with Point-wise Gated Boltzmann Machines. | Kihyuk Sohn, Guanyu Zhou, Chansoo Lee, Honglak Lee |
| 2012 | ICML | Learning Invariant Representations with Local Transformations. | Kihyuk Sohn, Honglak Lee |
| 2011 | ICCV | Efficient learning of sparse, distributed, convolutional feature representations for object recognition. | Kihyuk Sohn, Dae Yon Jung, Honglak Lee, Alfred O. Hero III |