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Efstratios Gavves

  1. Mechanistic Interpretability for AI Safety -- A Review
    2024/04/22 by Leonard Bereska, Bereska, Leonard, Efstratios Gavves +1 · 4 voices · 88 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
  2. VISA: Reasoning Video Object Segmentation via Large Language Models
    2024/07/16 by Cilin Yan, Haochen Wang, Yan, Cilin +13 · 36 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
  3. Online Action Detection
    2016/04/21 by Roeland De Geest, De Geest, Roeland, Efstratios Gavves +9 · 10 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  4. CITRIS: Causal Identifiability from Temporal Intervened Sequences
    2022/02/07 by Phillip Lippe, Lippe, Phillip, Sara Magliacane +9 · 10 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Vision and Imaging
  5. NFormer: Robust Person Re-identification with Neighbor Transformer
    2022/04/20 by Haochen Wang, Wang, Haochen, Jiayi Shen +7 · 9 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  6. Graph Neural Networks for Learning Equivariant Representations of Neural Networks
    2024/03/18 by Miltiadis Kofinas, B. A. Knyazev, Kofinas, Miltiadis +13 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
  7. GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features
    2024/07/17 by Luc P. J. Sträter, Sträter, Luc P. J., Mohammadreza Salehi +7 · 11 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Digital Media Forensic Detection
  8. Long-term Tracking in the Wild: A Benchmark
    2018/03/26 by Jack Valmadre, Valmadre, Jack, Luca Bertinetto +13 · 5 citations
    Computer Science · #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection #Image Enhancement Techniques
  9. Any-Resolution AI-Generated Image Detection by Spectral Learning
    2024/11/28 by Dimitrios Karageorgiou, Karageorgiou, Dimitrios, Symeon Papadopoulos +5 · 12 citations
    Engineering · #Image Processing Techniques and Applications #Industrial Vision Systems and Defect Detection #Advanced Image Fusion Techniques
  10. Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation
    2022/04/22 by Jie Liu, Liu, Jie, Yanqi Bao +9 · 5 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
  11. Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems
    2022/06/13 by Phillip Lippe, Lippe, Phillip, Sara Magliacane +9 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  12. PointMixup: Augmentation for Point Clouds
    2020/08/14 by Yunlu Chen, Chen, Yunlu, Vincent Tao Hu +11 · 4 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Motion Flow Matching for Human Motion Synthesis and Editing
    2023/12/14 by Vincent Tao Hu, Hu, Vincent Tao, Wenzhe Yin +17 · 6 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Human Pose and Action Recognition
  14. Federated Mixture of Experts
    2021/07/14 by Matthias Reisser, Reisser, Matthias, Christos Louizos +5 · 4 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Mobile Crowdsensing and Crowdsourcing #Distributed Sensor Networks and Detection Algorithms
  15. Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination
    2024/12/19 by Leonardo Barcellona, Andrii Zadaianchuk, Barcellona, Leonardo +9 · 9 citations
    Engineering · Computer Science · #Robot Manipulation and Learning #Reinforcement Learning in Robotics
  16. Evaluating Newtonian Mechanics in Video Generative Models with Real Physical Systems
    2025/04/03 by Antonios Tragoudaras, Chenyu Zhang, Zhang, Chenyu +17 · 10 citations
    Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Multimodal Machine Learning Applications
  17. Towards a General Purpose CNN for Long Range Dependencies in ND
    2022/06/07 by David W. Romero, Romero, David W., David M. Knigge +11 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-Spheres
    2019/04/10 by Shuai Liao, Liao, Shuai, Efstratios Gavves +3 · 2 citations
    Engineering · Computer Science · #Robotics and Sensor-Based Localization #Human Pose and Action Recognition #3D Shape Modeling and Analysis
  19. Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations
    2023/08/22 by Mohammadreza Salehi, Efstratios Gavves, Salehi, Mohammadreza +5 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  20. How to Train Neural Field Representations: A Comprehensive Study and Benchmark
    2023/12/15 by Samuele Papa, Papa, Samuele, Riccardo Valperga +11 · 3 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Neural Network Applications #Cell Image Analysis Techniques #Medical Image Segmentation Techniques
  21. PiClick: Picking the desired mask from multiple candidates in click-based interactive segmentation
    2023/04/23 by Cilin Yan, Yan, Cilin, Haochen Wang +13 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
  22. Language Agents Meet Causality -- Bridging LLMs and Causal World Models
    2024/10/25 by John Gkountouras, Gkountouras, John, Matthias Lindemann +7 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
  23. Categorical Normalizing Flows via Continuous Transformations
    2020/06/17 by Phillip Lippe, Efstratios Gavves, Lippe, Phillip +1 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Time Series Analysis and Forecasting
  24. Domain Adaptation with Cauchy-Schwarz Divergence
    2024/05/30 by Wenzhe Yin, Shujian Yu, Yin, Wenzhe +9 · 3 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Reservoir Engineering and Simulation Methods
  25. Grounding Continuous Representations in Geometry: Equivariant Neural Fields
    2024/06/09 by David R. Wessels, Wessels, David R, David M. Knigge +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  26. Space-Time Continuous PDE Forecasting using Equivariant Neural Fields
    2024/06/10 by David M. Knigge, David R. Wessels, Knigge, David M. +11 · 2 citations
    Computer Science · Decision Sciences · Environmental Science · #Air Quality Monitoring and Forecasting #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
  27. 3D Equivariant Graph Implicit Functions
    2022/03/31 by Yunlu Chen, Basura Fernando, Chen, Yunlu +7 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  28. CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation
    2024/11/07 by Jie Liu, Liu, Jie, Yingjun Du +10 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Semantic Web and Ontologies
  29. LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty
    2025/03/24 by Christoforos N. Spartalis, Theodoros Semertzidis, Spartalis, Christoforos N. +5 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
  30. Graph Switching Dynamical Systems
    2023/06/01 by Yongtuo Liu, Liu, Yongtuo, Sara Magliacane +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Epigenetics and DNA Methylation #Single-cell and spatial transcriptomics #Data Stream Mining Techniques
  31. Data Augmentations in Deep Weight Spaces
    2023/11/15 by Aviv Shamsian, David W. Zhang, Shamsian, Aviv +23 · 1 citation
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
  32. Mechanistic PDE Networks for Discovery of Governing Equations
    2025/02/25 by Adeel Pervez, Efstratios Gavves, Pervez, Adeel +3 · 1 citation
    Engineering · Computer Science · #Advanced Control Systems Optimization #Process Optimization and Integration #Neural Networks and Applications
  33. Test-Time Noise Guided Adaptation for Realistic Autoregressive Video Generation
    2026/07/17 by Dimitrios Karageorgiou, Symeon Papadopoulos, Ioannis Kompatsiaris +1
    #cs.CV #cs.AI