Thomas Wiegand

Orcid: 0000-0002-1076-6777

Affiliations:

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute (HHI), Berlin, Germany
TU Berlin, Department of Telecommunication Systems, Germany

According to our database¹, Thomas Wiegand authored at least 337 papers between 1995 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Awards

IEEE Fellow

IEEE Fellow 2011, "For contributions to video coding and its standardization".

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Neural Network Coding of Difference Updates for Efficient Distributed Learning Communication.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Spatio-Temporal Convolutional Neural Network for Enhanced Inter Prediction in Video Coding.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

Opportunities and limitations of explaining quantum machine learning.

[BibT_eX]

[DOI]

CoRR, 2024

Quanda: An Interpretability Toolkit for Training Data Attribution Evaluation and Beyond.

[BibT_eX]

[DOI]

CoRR, 2024

PINNfluence: Influence Functions for Physics-Informed Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2024

Pruning By Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers.

[BibT_eX]

[DOI]

Sayed Mohammad Vakilzadeh Hatefi

CoRR, 2024

DualView: Data Attribution from the Dual Perspective.

[BibT_eX]

[DOI]

CoRR, 2024

Deep Video Compression with Conditional Feature Coding.

[BibT_eX]

[DOI]

Proceedings of the Picture Coding Symposium, 2024

Simplified CNN In-Loop Filter with fixed Classifications.

[BibT_eX]

[DOI]

Proceedings of the Picture Coding Symposium, 2024

Fast First Pass in Two-Pass Video Encoding Using Sub-Sampling.

[BibT_eX]

[DOI]

Anastasia Henkel

Christian R. Helmrich

Proceedings of the Picture Coding Symposium, 2024

Nonlinear Transform Coding for VVC Intra Coding.

[BibT_eX]

[DOI]

Proceedings of the Picture Coding Symposium, 2024

AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformers.

[BibT_eX]

[DOI]

Reduan Achtibat

Sayed Mohammad Vakilzadeh Hatefi

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

From attribution maps to human-understandable explanations through Concept Relevance Propagation.

[BibT_eX]

[DOI]

Nat. Mac. Intell., September, 2023

Shearlet-based intensity classification loop filter for video coding.

[BibT_eX]

[DOI]

Signal Process. Image Commun., July, 2023

Region-Based Template Matching Prediction for Intra Coding.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Layer-wise Feedback Propagation.

[BibT_eX]

[DOI]

CoRR, 2023

Pre-Training with Fractal Images Facilitates Learned Image Quality Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

Block-Based Motion Estimation for Deep-Learned Video Coding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

Bitrate-Performance Optimized Model Training for the Neural Network Coding (NNC) Standard.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

A Study on Data-Driven Probability Estimator Design for Video Coding.

[BibT_eX]

[DOI]

Proceedings of the Data Compression Conference, 2023

Revealing Hidden Context Bias in Segmentation and Object Detection through Concept-specific Explanations.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

But That's Not Why: Inference Adjustment by Interactive Prototype Revision.

[BibT_eX]

[DOI]

Michael Gerstenberger

Thomas Wiegand

Peter Eisert

Sebastian Bosse

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

2022

From "Where" to "What": Towards Human-Understandable Explanations through Concept Relevance Propagation.

[BibT_eX]

[DOI]

CoRR, 2022

Deep video coding with gradient-descent optimized motion compensation and Lanczos filtering.

[BibT_eX]

[DOI]

Proceedings of the Picture Coding Symposium, 2022

Performance-Complexity Analysis of Adaptive Loop Filter with a CNN-based Classification.

[BibT_eX]

[DOI]

Proceedings of the Picture Coding Symposium, 2022

History Dependent Significance Coding for Incremental Neural Network Compression.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Trellis-Coded Quantization for End-to-End Learned Image Compression.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Intra-Inter Prediction for Versatile Video Coding Using a Residual Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Adaptive Loop Filter with a CNN-Based Classification.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Quantization and Entropy Coding in the Versatile Video Coding (VVC) Standard.

[BibT_eX]

[DOI]

Christian R. Helmrich

Thomas Wiegand

IEEE Trans. Circuits Syst. Video Technol., 2021

Intra Prediction and Mode Coding in VVC.

[BibT_eX]

[DOI]

Santiago De-Luxán-Hernández

Thomas Wiegand

Vasily Rufitskiy

Adarsh K. Ramasubramonian

Geert Van Der Auwera

IEEE Trans. Circuits Syst. Video Technol., 2021

Guest Editorial Introduction to the Special Section on the VVC Standard.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

FantastIC4: A Hardware-Software Co-Design Approach for Efficiently Running 4Bit-Compact Multilayer Perceptrons.

[BibT_eX]

[DOI]

IEEE Open J. Circuits Syst., 2021

Rate-Distortion Optimized Encoding for Deep Image Compression.

[BibT_eX]

[DOI]

IEEE Open J. Circuits Syst., 2021

Machine Learning for Health: Algorithm Auditing & Quality Control.

[BibT_eX]

[DOI]

J. Medical Syst., 2021

Rate-Distortion-Time Cost Aware CNN Training for Fast VVC Intra-Picture Partitioning Decisions.

[BibT_eX]

[DOI]

Proceedings of the Picture Coding Symposium, 2021

Extension of Matrix-Based Intra Prediction to 4: 4: 4 Chroma Formats.

[BibT_eX]

[DOI]

Proceedings of the Picture Coding Symposium, 2021

CNN-based parameter selection for fast VVC intra-picture encoding.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Encoder Optimizations For The NNR Standard On Neural Network Compression.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Curiously Effective Features For Image Quality Prediction.

[BibT_eX]

[DOI]

Sören Becker

Thomas Wiegand

Sebastian Bosse

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Rate-Distortion-Optimization for Deep Image Compression.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Fast Partitioning for VVC Intra-Picture Encoding with a CNN Minimizing the Rate-Distortion-Time Cost.

[BibT_eX]

[DOI]

Proceedings of the 31st Data Compression Conference, 2021

2020

Personality Traits, Needs and Cultural Background as Influencing Factors on the Usage Intention of Gamification: a cross cultural study comparing India and Germany

[BibT_eX]

[DOI]

Thomas Wiegand

PhD thesis, 2020

A Signal Adaptive Prediction Filter for Video Coding Using Directional Total Variation: Mathematical Framework and Parameter Selection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Video Compression Using Generalized Binary Partitioning, Trellis Coded Quantization, Perceptually Optimized Encoding, and Advanced Prediction and Transform Coding.

Thomas Wiegand

Awards

IEEE Fellow

Timeline

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Bibliography

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