Yuki M. Asano
- VeRA: Vector-based Random Matrix Adaptation
2023/10/17 by Dawid Jan Kopiczko, Tijmen Blankevoort, Kopiczko, Dawid J. +3 · 75 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Speech Recognition and Synthesis #Topic Modeling
- Bias Out-of-the-Box: An Empirical Analysis of Intersectional Occupational Biases in Popular Generative Language Models
2021/02/08 by Hannah Rose Kirk, Hannah Kirk, Kirk, Hannah +17 · 1 voice · 12 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Topic Modeling #cs.AI #cs.CL
- SELF-LABELLING VIA SIMULTANEOUS CLUSTERING AND REPRESENTATION LEARNING
2019/11/13 by Yuki M. Asano, Christian Rupprecht, Asano, Yuki Markus +3 · 30 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers
2021/06/09 by Mandela Patrick, Dylan Campbell, Patrick, Mandela +10 · 21 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
- CITRIS: Causal Identifiability from Temporal Intervened Sequences
2022/02/07 by Phillip Lippe, Sara Magliacane, Lippe, Phillip +9 · 16 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Vision and Imaging
- Privacy-Aware Visual Language Models
2024/05/27 by Laurens Samson, Nimrod Barazani, Samson, Laurens +7 · 1 voice · 7 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Digital and Cyber Forensics #FOS: Computer and information sciences #cs.CL #cs.CV
- Self-Supervised Learning of Object Parts for Semantic Segmentation
2022/04/27 by Adrian Ziegler, Ziegler, Adrian, Yuki M. Asano +1 · 12 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features
2024/07/17 by Luc P. J. Sträter, Mohammadreza Salehi, Sträter, Luc P. J. +7 · 14 citations
Computer Science · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Digital Media Forensic Detection
- Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video
2023/10/12 by Shashanka Venkataramanan, Mamshad Nayeem Rizve, Venkataramanan, Shashanka +7 · 10 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems
2022/06/13 by Phillip Lippe, Lippe, Phillip, Sara Magliacane +9 · 7 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)
- SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery
2024/08/26 by Sarah Rastegar, Mohammadreza Salehi, Rastegar, Sarah +7 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Rough Sets and Fuzzy Logic
- Self-Guided Diffusion Models
2022/10/12 by Vincent Tao Hu, David W. Zhang, Hu, Vincent Tao +7 · 6 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations
2023/08/22 by Mohammadreza Salehi, Efstratios Gavves, Salehi, Mohammadreza +5 · 8 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
- Looking for a Handsome Carpenter! Debiasing GPT-3 Job Advertisements
2022/05/23 by Conrad Borchers, Dalia Gala, Borchers, Conrad +11 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Reinforcement Learning in Robotics
- Object-Centric Diffusion for Efficient Video Editing
2024/01/11 by Kumara Kahatapitiya, Adil Karjauv, Kahatapitiya, Kumara +9 · 8 citations
Computer Science · #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis #Video Coding and Compression Technologies
- Support-set bottlenecks for video-text representation learning
2020/10/06 by Mandela Patrick, Po-Yao Huang, Patrick, Mandela +11 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- TULIP: Token-length Upgraded CLIP
2024/10/13 by Ivona Najdenkoska, Najdenkoska, Ivona, Mohammad Mahdi Derakhshani +9 · 10 citations
Engineering · #Advanced Antenna and Metasurface Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- BISCUIT: Causal Representation Learning from Binary Interactions
2023/06/16 by Phillip Lippe, Sara Magliacane, Lippe, Phillip +9 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Methodology (stat.ME)
- Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decoding
2024/02/26 by Benjamin Bergner, Andrii Skliar, Bergner, Benjamin +9 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Near, far: Patch-ordering enhances vision foundation models' scene understanding
2024/08/20 by Valentinos Pariza, Mohammadreza Salehi, Pariza, Valentinos +7 · 8 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Robotics and Sensor-Based Localization
- Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning
2025/07/18 by Shashanka Venkataramanan, Venkataramanan, Shashanka, Valentinos Pariza +13 · 3 voices · 6 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Face recognition and analysis
- A critical analysis of self-supervision, or what we can learn from a single image
2019/04/30 by Yuki M. Asano, Christian Rupprecht, Asano, Yuki M. +3 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Labelling unlabelled videos from scratch with multi-modal self-supervision
2020/06/24 by Yuki M. Asano, Mandela Patrick, Asano, Yuki M. +5 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning
2021/03/18 by Mandela Patrick, Patrick, Mandela, Yuki M. Asano +11 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Protect Your Score: Contact Tracing With Differential Privacy Guarantees
2023/12/18 by Rob Romijnders, Christos Louizos, Romijnders, Rob +5 · 2 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #COVID-19 Digital Contact Tracing #COVID-19 epidemiological studies #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Prompt Generation Networks for Input-Space Adaptation of Frozen Vision Transformers
2022/10/12 by Jochem Loedeman, Loedeman, Jochem, Maarten Stol +6 · 1 voice · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Image Enhancement Techniques #cs.CV
- Measuring the Interpretability of Unsupervised Representations via Quantized Reverse Probing
2022/09/07 by Iro Laina, Laina, Iro, Yuki M. Asano +3 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- Better Language Models Exhibit Higher Visual Alignment
2024/10/09 by Jona Ruthardt, Gertjan J. Burghouts, Ruthardt, Jona +5 · 1 voice · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Foundation Model or Finetune? Evaluation of few-shot semantic segmentation for river pollution
2024/09/05 by Don, Marga, Stijn Pinson, Blanca Guillen Cebrian +4 · 1 citation
Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hydrological Forecasting Using AI
- Self-Supervised Learning of Structured Dynamics from Videos
2026/07/23 by Lukas Knobel, Andrew Zisserman, Yuki M. Asano
#cs.CV