Derpanis, Konstantinos G.

36 publications

ICCV 2025 Revisiting Image Fusion for Multi-Illuminant White-Balance Correction David Serrano-Lozano, Aditya Arora, Luis Herranz, Konstantinos G. Derpanis, Michael S. Brown, Javier Vazquez-Corral

ICML 2025 Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment Harrish Thasarathan, Julian Forsyth, Thomas Fel, Matthew Kowal, Konstantinos G. Derpanis

ECCV 2024 PolyOculus: Simultaneous Multi-View Image-Based Novel View Synthesis Jason J. Yu, Tristan Aumentado-Armstrong, Fereshteh Forghani, Konstantinos G. Derpanis, Marcus A. Brubaker

CVPR 2024 Understanding Video Transformers via Universal Concept Discovery Matthew Kowal, Achal Dave, Rares Ambrus, Adrien Gaidon, Konstantinos G. Derpanis, Pavel Tokmakov

CVPR 2024 Visual Concept Connectome (VCC): Open World Concept Discovery and Their Interlayer Connections in Deep Models Matthew Kowal, Richard P. Wildes, Konstantinos G. Derpanis

ECCV 2024 Watch Your Steps: Local Image and Scene Editing by Text Instructions Ashkan Mirzaei, Tristan T Aumentado-Armstrong, Marcus A Brubaker, Jonathan Kelly, Alex Levinshtein, Konstantinos G Derpanis, Igor Gilitschenski

ICCV 2023 GePSAn: Generative Procedure Step Anticipation in Cooking Videos Mohamed A. Abdelsalam, Samrudhdhi B. Rangrej, Isma Hadji, Nikita Dvornik, Konstantinos G. Derpanis, Afsaneh Fazly

ICCV 2023 Long-Term Photometric Consistent Novel View Synthesis with Diffusion Models Jason J. Yu, Fereshteh Forghani, Konstantinos G. Derpanis, Marcus A. Brubaker

CVPRW 2023 NTIRE 2023 Challenge on Image Denoising: Methods and Results Yawei Li, Yulun Zhang, Radu Timofte, Luc Van Gool, Zhijun Tu, Kunpeng Du, Hailing Wang, Hanting Chen, Wei Li, Xiaofei Wang, Jie Hu, Yunhe Wang, Xiangyu Kong, Jinlong Wu, Dafeng Zhang, Jianxing Zhang, Shuai Liu, Furui Bai, Chaoyu Feng, Hao Wang, Yuqian Zhang, Guangqi Shao, Xiaotao Wang, Lei Lei, Rongjian Xu, Zhilu Zhang, Yunjin Chen, Dongwei Ren, Wangmeng Zuo, Qi Wu, Mingyan Han, Shen Cheng, Haipeng Li, Ting Jiang, Chengzhi Jiang, Xinpeng Li, Jinting Luo, Wenjie Lin, Lei Yu, Haoqiang Fan, Shuaicheng Liu, Aditya Arora, Syed Waqas Zamir, Javier Vazquez-Corral, Konstantinos G. Derpanis, Michael S. Brown, Hao Li, Zhihao Zhao, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Bo Yang, Jingxiang Chen, Chenghua Li, Xi Zhang, Zhao Zhang, Jiahuan Ren, Zhicheng Ji, Kang Miao, Suiyi Zhao, Huan Zheng, Yanyan Wei, Kangliang Liu, Xiangcheng Du, Sijie Liu, Yingbin Zheng, Xingjiao Wu, Cheng Jin, Rajeev Irny, Sriharsha Koundinya, Vighnesh Kamath, Gaurav Khandelwal, Sunder Ali Khowaja, Jiseok Yoon, Ik Hyun Lee, Shijie Chen, Chengqiang Zhao, Huabin Yang, Zhongjian Zhang, Junjia Huang, Yanru Zhang

ICCV 2023 Reference-Guided Controllable Inpainting of Neural Radiance Fields Ashkan Mirzaei, Tristan Aumentado-Armstrong, Marcus A. Brubaker, Jonathan Kelly, Alex Levinshtein, Konstantinos G. Derpanis, Igor Gilitschenski

CVPR 2023 SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting with Neural Radiance Fields Ashkan Mirzaei, Tristan Aumentado-Armstrong, Konstantinos G. Derpanis, Jonathan Kelly, Marcus A. Brubaker, Igor Gilitschenski, Alex Levinshtein

CVPR 2023 StepFormer: Self-Supervised Step Discovery and Localization in Instructional Videos Nikita Dvornik, Isma Hadji, Ran Zhang, Konstantinos G. Derpanis, Richard P. Wildes, Allan D. Jepson

CVPR 2022 A Deeper Dive into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information Matthew Kowal, Mennatullah Siam, Md Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis

CVPR 2022 P3IV: Probabilistic Procedure Planning from Instructional Videos with Weak Supervision He Zhao, Isma Hadji, Nikita Dvornik, Konstantinos G. Derpanis, Richard P. Wildes, Allan D. Jepson

NeurIPS 2021 Drop-DTW: Aligning Common Signal Between Sequences While Dropping Outliers Mikita Dvornik, Isma Hadji, Konstantinos G. Derpanis, Animesh Garg, Allan D. Jepson

ICCV 2021 Global Pooling, More than Meets the Eye: Position Information Is Encoded Channel-Wise in CNNs Md Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce

CVPR 2021 Learning Multi-Scale Photo Exposure Correction Mahmoud Afifi, Konstantinos G. Derpanis, Bjorn Ommer, Michael S. Brown

CVPR 2021 Representation Learning via Global Temporal Alignment and Cycle-Consistency Isma Hadji, Konstantinos G. Derpanis, Allan D. Jepson

ICLR 2021 Shape or Texture: Understanding Discriminative Features in CNNs Md Amirul Islam, Matthew Kowal, Patrick Esser, Sen Jia, Björn Ommer, Konstantinos G. Derpanis, Neil Bruce

CVPR 2021 Stochastic Image-to-Video Synthesis Using cINNs Michael Dorkenwald, Timo Milbich, Andreas Blattmann, Robin Rombach, Konstantinos G. Derpanis, Bjorn Ommer

NeurIPS 2020 Wavelet Flow: Fast Training of High Resolution Normalizing Flows Jason J. Yu, Konstantinos G. Derpanis, Marcus A Brubaker

ICLR 2019 Learning What You Can Do Before Doing Anything Oleh Rybkin, Karl Pertsch, Konstantinos G. Derpanis, Kostas Daniilidis, Andrew Jaegle

ECCVW 2018 Convolutional Photomosaic Generation via Multi-Scale Perceptual Losses Matthew Tesfaldet, Nariman Saftarli, Marcus A. Brubaker, Konstantinos G. Derpanis

CVPR 2017 Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis, Kostas Daniilidis

CVPR 2017 Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis, Kostas Daniilidis

ICCV 2017 Segmentation-Aware Convolutional Networks Using Local Attention Masks Adam W. Harley, Konstantinos G. Derpanis, Iasonas Kokkinos

ECCV 2016 Back to Basics: Unsupervised Learning of Optical Flow via Brightness Constancy and Motion Smoothness Jason J. Yu, Adam W. Harley, Konstantinos G. Derpanis

ECCVW 2016 Back to Basics: Unsupervised Learning of Optical Flow via Brightness Constancy and Motion Smoothness Jason J. Yu, Adam W. Harley, Konstantinos G. Derpanis

CVPR 2016 Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video Xiaowei Zhou, Menglong Zhu, Spyridon Leonardos, Konstantinos G. Derpanis, Kostas Daniilidis

ICCV 2013 From Actemes to Action: A Strongly-Supervised Representation for Detailed Action Understanding Weiyu Zhang, Menglong Zhu, Konstantinos G. Derpanis

CVPR 2012 Dynamic Scene Understanding: The Role of Orientation Features in Space and Time in Scene Classification Konstantinos G. Derpanis, Matthieu Lecce, Kostas Daniilidis, Richard P. Wildes

CVPR 2010 Dynamic Texture Recognition Based on Distributions of Spacetime Oriented Structure Konstantinos G. Derpanis, Richard P. Wildes

CVPR 2010 Efficient Action Spotting Based on a Spacetime Oriented Structure Representation Konstantinos G. Derpanis, Mikhail Sizintsev, Kevin J. Cannons, Richard P. Wildes

CVPR 2009 Early Spatiotemporal Grouping with a Distributed Oriented Energy Representation Konstantinos G. Derpanis, Richard P. Wildes

CVPR 2008 Histogram-Based Search: A Comparative Study Mikhail Sizintsev, Konstantinos G. Derpanis, Andrew Hogue

ECCV 2004 Hand Gesture Recognition Within a Linguistics-Based Framework Konstantinos G. Derpanis, Richard P. Wildes, John K. Tsotsos