Sokolov, Artem
- Scaling Up Influence Functions
2021/12/06 by Schioppa, Andrea, Zablotskaia, Polina, Vilar, David +1 · 17 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets
2023/02/27 by Irina Bejan, Bejan, Irina, Artem Sokolov +3 · 5 citations
Computer Science · Decision Sciences · #Topic Modeling #Data Quality and Management #Natural Language Processing Techniques
- Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits
2021/10/13 by Kreutzer, Julia, Vilar, David, Sokolov, Artem · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Don't Search for a Search Method -- Simple Heuristics Suffice for\n Adversarial Text Attacks
2021/09/16 by Nathaniel Berger, Berger, Nathaniel, Stefan Riezler +5 · 2 citations
Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning in Materials Science
- Imitating Language via Scalable Inverse Reinforcement Learning
2024/09/02 by Markus Wulfmeier, Michael Bloesch, Wulfmeier, Markus +29 · 3 citations
Computer Science · Engineering · #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications #Modular Robots and Swarm Intelligence
- Bandit Structured Prediction for Neural Sequence-to-Sequence Learning
2017/04/21 by Kreutzer, Julia, Sokolov, Artem, Riezler, Stefan · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learning to Segment Inputs for NMT Favors Character-Level Processing
2018/10/02 by Kreutzer, Julia, Sokolov, Artem · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML)
- 3D Audio-Visual Segmentation
2024/11/04 by А. В. Соколов, Swapnil Bhosale, Sokolov, Artem +3 · 3 citations
Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
- MITI Minimum Information guidelines for highly multiplexed tissue images
2021/08/21 by Denis Schapiro, Schapiro, Denis, Clarence Yapp +75 · 1 citation
Biochemistry, Genetics and Molecular Biology · Medicine · #Single-cell and spatial transcriptomics #Cancer Genomics and Diagnostics #Radiomics and Machine Learning in Medical Imaging