Finite Scalar Quantization: VQ-VAE Made Simple - Fabian Mentzer; David Minnen; Eirikur Agustsson; Michael Tschannen (The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024, 2024)

Extending Video Masked Autoencoders to 128 frames - Nitesh Bharadwaj Gundavarapu; Luke Friedman; Raghav Goyal; Chaitra Hegde; Eirikur Agustsson; Sagar Waghmare; Mikhail Sirotenko; Ming-Hsuan Yang; Tobias Weyand; Boqing Gong; Leonid Sigal (Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024, 2024)

Extending Video Masked Autoencoders to 128 frames - Nitesh Bharadwaj Gundavarapu; Luke Friedman; Raghav Goyal; Chaitra Hegde; Eirikur Agustsson; Sagar M. Waghmare; Mikhail Sirotenko; Ming-Hsuan Yang; Tobias Weyand; Boqing Gong; Leonid Sigal (CoRR, 2024)

Multi-Realism Image Compression with a Conditional Generator - Eirikur Agustsson; David Minnen; George Toderici; Fabian Mentzer (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023, 2023)

M2T: Masking Transformers Twice for Faster Decoding - Fabian Mentzer; Eirikur Agustsson; Michael Tschannen (IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, 2023)

M2T: Masking Transformers Twice for Faster Decoding - Fabian Mentzer; Eirikur Agustsson; Michael Tschannen (CoRR, 2023)

High-Fidelity Image Compression with Score-based Generative Models - Emiel Hoogeboom; Eirikur Agustsson; Fabian Mentzer; Luca Versari; George Toderici; Lucas Theis (CoRR, 2023)

Finite Scalar Quantization: VQ-VAE Made Simple - Fabian Mentzer; David Minnen; Eirikur Agustsson; Michael Tschannen (CoRR, 2023)

Neural Video Compression Using GANs for Detail Synthesis and Propagation - Fabian Mentzer; Eirikur Agustsson; Johannes Ballé; David Minnen; Nick Johnston; George Toderici (Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part XXVI, 2022)

VCT: A Video Compression Transformer - Fabian Mentzer; George Toderici; David Minnen; Sergi Caelles; Sung Jin Hwang; Mario Lucic; Eirikur Agustsson (Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022, 2022)

VCT: A Video Compression Transformer - Fabian Mentzer; George Toderici; David Minnen; Sung Jin Hwang; Sergi Caelles; Mario Lucic; Eirikur Agustsson (CoRR, 2022)

Multi-Realism Image Compression with a Conditional Generator - Eirikur Agustsson; David Minnen; George Toderici; Fabian Mentzer (CoRR, 2022)

Nonlinear Transform Coding - Johannes Ballé; Philip A. Chou; David Minnen; Saurabh Singh; Nick Johnston; Eirikur Agustsson; Sung Jin Hwang; George Toderici (IEEE J. Sel. Top. Signal Process., 2021)

On the advantages of stochastic encoders - Lucas Theis; Eirikur Agustsson (CoRR, 2021)

Towards Generative Video Compression - Fabian Mentzer; Eirikur Agustsson; Johannes Ballé; David Minnen; Nick Johnston; George Toderici (CoRR, 2021)

Image compression via super-resolution and generative models - Eirikur Agustsson (ETH Zurich, Zürich, Switzerland, 2020)

Scale-Space Flow for End-to-End Optimized Video Compression - Eirikur Agustsson; David Minnen; Nick Johnston; Johannes Ballé; Sung Jin Hwang; George Toderici (2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, Seattle, WA, USA, June 13-19, 2020, 2020)

Efficiently Detecting Plausible Locations for Object Placement Using Masked Convolutions - Anna Volokitin; Igor Susmelj; Eirikur Agustsson; Luc Van Gool; Radu Timofte (Computer Vision - ECCV 2020 Workshops - Glasgow, UK, August 23-28, 2020, Proceedings, Part IV, 2020)

Universally Quantized Neural Compression - Eirikur Agustsson; Lucas Theis (Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual, 2020)

High-Fidelity Generative Image Compression - Fabian Mentzer; George Toderici; Michael Tschannen; Eirikur Agustsson (Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual, 2020)

Universally Quantized Neural Compression - Eirikur Agustsson; Lucas Theis (CoRR, 2020)

High-Fidelity Generative Image Compression - Fabian Mentzer; George Toderici; Michael Tschannen; Eirikur Agustsson (CoRR, 2020)

Nonlinear Transform Coding - Johannes Ballé; Philip A. Chou; David Minnen; Saurabh Singh; Nick Johnston; Eirikur Agustsson; Sung Jin Hwang; George Toderici (CoRR, 2020)

Practical Full Resolution Learned Lossless Image Compression - Fabian Mentzer; Eirikur Agustsson; Michael Tschannen; Radu Timofte; Luc Van Gool (IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019, 2019)

Interactive Full Image Segmentation by Considering All Regions Jointly - Eirikur Agustsson; Jasper R. R. Uijlings; Vittorio Ferrari (IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019, 2019)

Generative Adversarial Networks for Extreme Learned Image Compression - Eirikur Agustsson; Michael Tschannen; Fabian Mentzer; Radu Timofte; Luc Van Gool (2019 IEEE/CVF International Conference on Computer Vision, ICCV 2019, Seoul, Korea (South), October 27 - November 2, 2019, 2019)

Optimal Transport Maps For Distribution Preserving Operations on Latent Spaces of Generative Models - Eirikur Agustsson; Alexander Sage; Radu Timofte; Luc Van Gool (7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019, 2019)

ComboGAN: Unrestrained Scalability for Image Domain Translation - Asha Anoosheh; Eirikur Agustsson; Radu Timofte; Luc Van Gool (2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2018, Salt Lake City, UT, USA, June 18-22, 2018, 2018)

Generative Adversarial Style Transfer Networks for Face Aging - Sveinn Palsson; Eirikur Agustsson; Radu Timofte; Luc Van Gool (2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2018, Salt Lake City, UT, USA, June 18-22, 2018, 2018)

Extreme Learned Image Compression with GANs - Eirikur Agustsson; Michael Tschannen; Fabian Mentzer; Radu Timofte; Luc Van Gool (2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2018, Salt Lake City, UT, USA, June 18-22, 2018, 2018)

Conditional Probability Models for Deep Image Compression - Fabian Mentzer; Eirikur Agustsson; Michael Tschannen; Radu Timofte; Luc Van Gool (2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018, Salt Lake City, UT, USA, June 18-22, 2018, 2018)

Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks - Alexander Sage; Eirikur Agustsson; Radu Timofte; Luc Van Gool (2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018, Salt Lake City, UT, USA, June 18-22, 2018, 2018)

CARN: Convolutional Anchored Regression Network for Fast and Accurate Single Image Super-Resolution - Yawei Li; Eirikur Agustsson; Shuhang Gu; Radu Timofte; Luc Van Gool (Computer Vision - ECCV 2018 Workshops - Munich, Germany, September 8-14, 2018, Proceedings, Part V, 2018)

PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report - Andrey Ignatov; Radu Timofte; Thang Van Vu; Tung Minh Luu; Trung X. Pham; Cao Van Nguyen; Yongwoo Kim; Jae-Seok Choi; Munchurl Kim; Jie Huang; Jiewen Ran; Chen Xing; et al. (Computer Vision - ECCV 2018 Workshops - Munich, Germany, September 8-14, 2018, Proceedings, Part V, 2018)

ComboGAN: Unrestricted Scalability for Image Domain Translation - Asha Anoosheh; Eirikur Agustsson; Radu Timofte (6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings, 2018)

Towards Image Understanding from Deep Compression Without Decoding - Robert Torfason; Fabian Mentzer; Eirikur Agustsson; Michael Tschannen; Radu Timofte; Luc Van Gool (6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings, 2018)

Deep Generative Models for Distribution-Preserving Lossy Compression - Michael Tschannen; Eirikur Agustsson; Mario Lucic (Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montréal, Canada, 2018)

Conditional Probability Models for Deep Image Compression - Fabian Mentzer; Eirikur Agustsson; Michael Tschannen; Radu Timofte; Luc Van Gool (CoRR, 2018)

Towards Image Understanding from Deep Compression without Decoding - Robert Torfason; Fabian Mentzer; Eirikur Agustsson; Michael Tschannen; Radu Timofte; Luc Van Gool (CoRR, 2018)

Generative Adversarial Networks for Extreme Learned Image Compression - Eirikur Agustsson; Michael Tschannen; Fabian Mentzer; Radu Timofte; Luc Van Gool (CoRR, 2018)

Deep Generative Models for Distribution-Preserving Lossy Compression - Michael Tschannen; Eirikur Agustsson; Mario Lucic (CoRR, 2018)

PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report - Andrey Ignatov; Radu Timofte; Thang Van Vu; Tung Minh Luu; Trung X. Pham; Cao Van Nguyen; Yongwoo Kim; Jae-Seok Choi; Munchurl Kim; Jie Huang; Jiewen Ran; Chen Xing; et al. (CoRR, 2018)

Practical Full Resolution Learned Lossless Image Compression - Fabian Mentzer; Eirikur Agustsson; Michael Tschannen; Radu Timofte; Luc Van Gool (CoRR, 2018)

Interactive Full Image Segmentation - Eirikur Agustsson; Jasper R. R. Uijlings; Vittorio Ferrari (CoRR, 2018)

Almost Lossless Analog Signal Separation and Probabilistic Uncertainty Relations - David Stotz; Erwin Riegler; Eirikur Agustsson; Helmut Bölcskei (IEEE Trans. Inf. Theory, 2017)

NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results - Radu Timofte; Eirikur Agustsson; Luc Van Gool; Ming-Hsuan Yang; Lei Zhang; Bee Lim; Sanghyun Son; Heewon Kim; Seungjun Nah; Kyoung Mu Lee; Xintao Wang; Yapeng Tian; et al. (2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2017, Honolulu, HI, USA, July 21-26, 2017, 2017)

NTIRE 2017 Challenge on Single Image Super-Resolution: Dataset and Study - Eirikur Agustsson; Radu Timofte (2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2017, Honolulu, HI, USA, July 21-26, 2017, 2017)

Apparent and Real Age Estimation in Still Images with Deep Residual Regressors on Appa-Real Database - Eirikur Agustsson; Radu Timofte; Sergio Escalera; Xavier Baró; Isabelle Guyon; Rasmus Rothe (12th IEEE International Conference on Automatic Face & Gesture Recognition, FG 2017, Washington, DC, USA, May 30 - June 3, 2017, 2017)

Anchored Regression Networks Applied to Age Estimation and Super Resolution - Eirikur Agustsson; Radu Timofte; Luc Van Gool (IEEE International Conference on Computer Vision, ICCV 2017, Venice, Italy, October 22-29, 2017, 2017)

Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations - Eirikur Agustsson; Fabian Mentzer; Michael Tschannen; Lukas Cavigelli; Radu Timofte; Luca Benini; Luc Van Gool (Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, USA, 2017)

k^2 k 2 -means for Fast and Accurate Large Scale Clustering - Eirikur Agustsson; Radu Timofte; Luc Van Gool (Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part II, 2017)

Soft-to-Hard Vector Quantization for End-to-End Learned Compression of Images and Neural Networks - Eirikur Agustsson; Fabian Mentzer; Michael Tschannen; Lukas Cavigelli; Radu Timofte; Luca Benini; Luc Van Gool (CoRR, 2017)

WebVision Challenge: Visual Learning and Understanding With Web Data - Wen Li; Limin Wang; Wei Li; Eirikur Agustsson; Jesse Berent; Abhinav Gupta; Rahul Sukthankar; Luc Van Gool (CoRR, 2017)

WebVision Database: Visual Learning and Understanding from Web Data - Wen Li; Limin Wang; Wei Li; Eirikur Agustsson; Luc Van Gool (CoRR, 2017)

Optimal transport maps for distribution preserving operations on latent spaces of Generative Models - Eirikur Agustsson; Alexander Sage; Radu Timofte; Luc Van Gool (CoRR, 2017)

Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks - Alexander Sage; Eirikur Agustsson; Radu Timofte; Luc Van Gool (CoRR, 2017)

ComboGAN: Unrestrained Scalability for Image Domain Translation - Asha Anoosheh; Eirikur Agustsson; Radu Timofte; Luc Van Gool (CoRR, 2017)

From Face Images and Attributes to Attributes - Robert Torfason; Eirikur Agustsson; Rasmus Rothe; Radu Timofte (Computer Vision - ACCV 2016 - 13th Asian Conference on Computer Vision, Taipei, Taiwan, November 20-24, 2016, Revised Selected Papers, Part III, 2016)

Regressor Basis Learning for anchored super-resolution - Eirikur Agustsson; Radu Timofte; Luc Van Gool (23rd International Conference on Pattern Recognition, ICPR 2016, Cancún, Mexico, December 4-8, 2016, 2016)

k2-means for fast and accurate large scale clustering - Eirikur Agustsson; Radu Timofte; Luc Van Gool (CoRR, 2016)

Almost lossless analog signal separation and probabilistic uncertainty relations - David Stotz; Erwin Riegler; Eirikur Agustsson; Helmut Bölcskei (CoRR, 2015)

Neighborhood selection for thresholding-based subspace clustering - Reinhard Heckel; Eirikur Agustsson; Helmut Bölcskei (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2014, Florence, Italy, May 4-9, 2014, 2014)

Neighborhood Selection for Thresholding-based Subspace Clustering - Reinhard Heckel; Eirikur Agustsson; Helmut Bölcskei (CoRR, 2014)