Yuki Markus Asano

According to our database, Yuki Markus Asano authored at least 88 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning.

Shashanka Venkataramanan, Valentinos Pariza, Mohammadreza Salehi, Lukas Knobel, Spyros Gidaris, Elias Ramzi, Andrei Bursuc, Yuki M. Asano

CoRR, July, 2025

KV Cache Steering for Inducing Reasoning in Small Language Models.

Max Belitsky, Dawid Jan Kopiczko, Michael Dorkenwald, Muhammad Jehanzeb Mirza, Cees G. M. Snoek, Yuki M. Asano

CoRR, July, 2025

Segment Any 3D-Part in a Scene from a Sentence.

Hongyu Wu, Pengwan Yang, Yuki M. Asano, Cees G. M. Snoek

CoRR, June, 2025

Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation.

Divyanshu Mishra, Mohammadreza Salehi, Pramit Saha, Olga Patey, Aris T. Papageorghiou, Yuki M. Asano, J. Alison Noble

CoRR, June, 2025

MoSiC: Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning.

Mohammadreza Salehi, Shashanka Venkataramanan, Ioana Simion, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano

CoRR, June, 2025

CROC: Evaluating and Training T2I Metrics with Pseudo- and Human-Labeled Contrastive Robustness Checks.

Christoph Leiter, Yuki M. Asano, Margret Keuper, Steffen Eger

CoRR, May, 2025

Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos.

Pramit Saha, Divyanshu Mishra, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, Yuki M. Asano, J. Alison Noble

CoRR, March, 2025

Unsupervised Parameter Efficient Source-free Post-pretraining.

Abhishek Jha, Tinne Tuytelaars, Yuki M. Asano

CoRR, February, 2025

Text-guided Synthetic Geometric Augmentation for Zero-shot 3D Understanding.

Kohei Torimi, Ryosuke Yamada, Daichi Otsuka, Kensho Hara, Yuki M. Asano, Hirokatsu Kataoka, Yoshimitsu Aoki

CoRR, January, 2025

SAMSelect: A Spectral Index Search for Marine Debris Visualization Using Segment Anything.

Joost van Dalen, Yuki M. Asano, Marc Rußwurm

IEEE Geosci. Remote. Sens. Lett., 2025

Self-supervised visual learning in the low-data regime: A comparative evaluation.

Sotirios Konstantakos, Jorgen Cani, Ioannis Mademlis, Despina Ioanna Chalkiadaki, Yuki M. Asano, Efstratios Gavves, Georgios Th. Papadopoulos

Neurocomputing, 2025

Valid: Variable-Length Input Diffusion for Novel View Synthesis.

Shijie Li, Farhad G. Zanjani, Haitam Ben Yahia, Yuki M. Asano, Jürgen Gall, Amirhossein Habibian

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Near, far: Patch-ordering enhances vision foundation models' scene understanding.

Valentinos Pariza, Mohammadreza Salehi, Gertjan J. Burghouts, Francesco Locatello, Yuki M. Asano

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

TULIP: Token-length Upgraded CLIP.

Ivona Najdenkoska, Mohammad Mahdi Derakhshani, Yuki M. Asano, Nanne van Noord, Marcel Worring, Cees G. M. Snoek

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Learning to Ground VLMs without Forgetting.

Aritra Bhowmik, Mohammad Mahdi Derakhshani, Dennis C. Koelma, Martin R. Oswald, Yuki M. Asano, Cees G. M. Snoek

CoRR, 2024

TVBench: Redesigning Video-Language Evaluation.

Daniel Cores, Michael Dorkenwald, Manuel Mucientes, Cees G. M. Snoek, Yuki M. Asano

CoRR, 2024

Do better language models have crisper vision?

Jona Ruthardt, Gertjan J. Burghouts, Serge J. Belongie, Yuki M. Asano

CoRR, 2024

NeCo: Improving DINOv2's spatial representations in 19 GPU hours with Patch Neighbor Consistency.

Valentinos Pariza, Mohammadreza Salehi, Gertjan J. Burghouts, Francesco Locatello, Yuki M. Asano

CoRR, 2024

Privacy-Aware Visual Language Models.

Laurens Samson, Nimrod Barazani, Sennay Ghebreab, Yuki M. Asano

CoRR, 2024

Bitune: Bidirectional Instruction-Tuning.

Dawid Jan Kopiczko, Tijmen Blankevoort, Yuki M. Asano

CoRR, 2024

Self-supervised visual learning in the low-data regime: a comparative evaluation.

Sotirios Konstantakos, Despina Ioanna Chalkiadaki, Ioannis Mademlis, Yuki M. Asano, Efstratios Gavves, Georgios Th. Papadopoulos

CoRR, 2024

DNA: Differentially private Neural Augmentation for contact tracing.

Rob Romijnders, Christos Louizos, Yuki M. Asano, Max Welling

CoRR, 2024

Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decoding.

Benjamin Bergner, Andrii Skliar, Amelie Royer, Tijmen Blankevoort, Yuki M. Asano, Babak Ehteshami Bejnordi

CoRR, 2024

The Common Stability Mechanism behind most Self-Supervised Learning Approaches.

Abhishek Jha, Matthew B. Blaschko, Yuki M. Asano, Tinne Tuytelaars

CoRR, 2024

No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations.

Walter Simoncini, Andrei Bursuc, Spyridon Gidaris, Yuki M. Asano

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video.

Shashanka Venkataramanan, Mamshad Nayeem Rizve, João Carreira, Yuki M. Asano, Yannis Avrithis

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Skip-Attention: Improving Vision Transformers by Paying Less Attention.

Shashanka Venkataramanan, Amir Ghodrati, Yuki M. Asano, Fatih Porikli, Amirhossein Habibian

Proceedings of the Twelfth International Conference on Learning Representations, 2024

VeRA: Vector-based Random Matrix Adaptation.

Dawid Jan Kopiczko, Tijmen Blankevoort, Yuki M. Asano

Proceedings of the Twelfth International Conference on Learning Representations, 2024

GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features.

Luc P. J. Sträter, Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano

Proceedings of the Computer Vision - ECCV 2024, 2024

SIGMA: Sinkhorn-Guided Masked Video Modeling.

Mohammadreza Salehi, Michael Dorkenwald, Fida Mohammad Thoker, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano

Proceedings of the Computer Vision - ECCV 2024, 2024

SelEx: Self-expertise in Fine-Grained Generalized Category Discovery.

Sarah Rastegar, Mohammadreza Salehi, Yuki M. Asano, Hazel Doughty, Cees G. M. Snoek

Proceedings of the Computer Vision - ECCV 2024, 2024

Rethinking Image Super-Resolution from Training Data Perspectives.

Go Ohtani, Ryu Tadokoro, Ryosuke Yamada, Yuki M. Asano, Iro Laina, Christian Rupprecht, Nakamasa Inoue, Rio Yokota, Hirokatsu Kataoka, Yoshimitsu Aoki

Proceedings of the Computer Vision - ECCV 2024, 2024

Scaling Backwards: Minimal Synthetic Pre-Training?

Ryo Nakamura, Ryu Tadokoro, Ryosuke Yamada, Yuki M. Asano, Iro Laina, Christian Rupprecht, Nakamasa Inoue, Rio Yokota, Hirokatsu Kataoka

Proceedings of the Computer Vision - ECCV 2024, 2024

Object-Centric Diffusion for Efficient Video Editing.

Kumara Kahatapitiya, Adil Karjauv, Davide Abati, Fatih Porikli, Yuki M. Asano, Amirhossein Habibian

Proceedings of the Computer Vision - ECCV 2024, 2024

Foundation Model or Finetune? Evaluation of Few-Shot Semantic Segmentation for River Pollution.

Marga Don, Stijn Pinson, Blanca Guillen Cebrian, Yuki M. Asano

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

Flow Matching for Conditional Text Generation in a Few Sampling Steps.

Vincent Tao Hu, Di Wu, Yuki Markus Asano, Pascal Mettes, Basura Fernando, Björn Ommer, Cees Snoek

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Self-masking Networks for Unsupervised Adaptation.

Alfonso Taboada Warmerdam, Mathilde Caron, Yuki M. Asano

Proceedings of the Pattern Recognition, 2024

Self-supervised Semantic Segmentation from Audio-Visual Data.

Apostolos Panagiotopoulos, Mandy Toh, Triantafyllos Afouras, Yuki M. Asano

Proceedings of the Pattern Recognition, 2024

Federated Learning with a Single Shared Image.

Sunny Soni, Aaqib Saeed, Yuki M. Asano

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Learning to Count Without Annotations.

Lukas Knobel, Tengda Han, Yuki M. Asano

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs.

Michael Dorkenwald, Nimrod Barazani, Cees G. M. Snoek, Yuki M. Asano

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Prompt Generation Networks for Input-Space Adaptation of Frozen Vision Transformers.

Jochem Loedeman, Maarten C. Stol, Tengda Han, Yuki M. Asano

Proceedings of the 35th British Machine Vision Conference, 2024

DeltaMask: Minimizing Communication in Federated Fine-Tuning of Vision Foundation Models.

Vasileios Tsouvalas, Yuki M. Asano, Aaqib Saeed

Proceedings of the IEEE International Conference on Big Data, 2024

Redefining Normal: A Novel Object-Level Approach for Multi-object Novelty Detection.

Mohammadreza Salehi, Nikolaos Apostolikas, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano

Proceedings of the Computer Vision - ACCV 2024, 2024

Protect Your Score: Contact-Tracing with Differential Privacy Guarantees.

Rob Romijnders, Christos Louizos, Yuki M. Asano, Max Welling

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

The LLM Surgeon.

Tycho F. A. van der Ouderaa, Markus Nagel, Mart van Baalen, Yuki M. Asano, Tijmen Blankevoort

CoRR, 2023

Motion Flow Matching for Human Motion Synthesis and Editing.

Vincent Tao Hu, Wenzhe Yin, Pingchuan Ma, Yunlu Chen, Basura Fernando, Yuki M. Asano, Efstratios Gavves, Pascal Mettes, Björn Ommer, Cees G. M. Snoek

CoRR, 2023

Guided Diffusion from Self-Supervised Diffusion Features.

Vincent Tao Hu, Yunlu Chen, Mathilde Caron, Yuki M. Asano, Cees G. M. Snoek, Björn Ommer

CoRR, 2023

Self-Guided Open-Vocabulary Semantic Segmentation.

Osman Ülger, Maksymilian Kulicki, Yuki Asano, Martin R. Oswald

CoRR, 2023

Federated Fine-Tuning of Foundation Models via Probabilistic Masking.

Vasileios Tsouvalas, Yuki Asano, Aaqib Saeed

CoRR, 2023

Small Visual Language Models can also be Open-Ended Few-Shot Learners.

Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Cees G. M. Snoek, Marcel Worring, Yuki M. Asano

CoRR, 2023

Semantic Counting from Self-Collages.

Lukas Knobel, Tengda Han, Yuki M. Asano

CoRR, 2023

Towards Label-Efficient Incremental Learning: A Survey.

Mert Kilickaya, Joost van de Weijer, Yuki M. Asano

CoRR, 2023

BISCUIT: Causal Representation Learning from Binary Interactions.

Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems.

Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves

Proceedings of the Eleventh International Conference on Learning Representations, 2023

The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image.

Yuki M. Asano, Aaqib Saeed

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Efficient Neural PDE-Solvers using Quantization Aware Training.

Winfried van den Dool, Tijmen Blankevoort, Max Welling, Yuki M. Asano

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Self-Ordering Point Clouds.

Pengwan Yang, Cees G. M. Snoek, Yuki M. Asano

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations.

Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Self-Guided Diffusion Models.

Vincent Tao Hu, David W. Zhang, Yuki M. Asano, Gertjan J. Burghouts, Cees G. M. Snoek

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

No time to waste: practical statistical contact tracing with few low-bit messages.

Rob Romijnders, Yuki M. Asano, Christos Louizos, Max Welling

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Prompt Generation Networks for Efficient Adaptation of Frozen Vision Transformers.

Jochem Loedeman, Maarten C. Stol, Tengda Han, Yuki M. Asano

CoRR, 2022

Measuring the Interpretability of Unsupervised Representations via Quantized Reverse Probing.

Iro Laina, Yuki M. Asano, Andrea Vedaldi

CoRR, 2022

iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects.

Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves

CoRR, 2022

Looking for a Handsome Carpenter! Debiasing GPT-3 Job Advertisements.

Conrad Borchers, Dalia Sara Gala, Benjamin Gilburt, Eduard Oravkin, Wilfried Bounsi, Yuki M. Asano, Hannah Rose Kirk

CoRR, 2022

CITRIS: Causal Identifiability from Temporal Intervened Sequences.

Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves

CoRR, 2022

CITRIS: Causal Identifiability from Temporal Intervened Sequences.

Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Stratis Gavves

Proceedings of the International Conference on Machine Learning, 2022

Measuring the Interpretability of Unsupervised Representations via Quantized Reversed Probing.

Iro Laina, Yuki M. Asano, Andrea Vedaldi

Proceedings of the Tenth International Conference on Learning Representations, 2022

Less Than Few: Self-shot Video Instance Segmentation.

Pengwan Yang, Yuki M. Asano, Pascal Mettes, Cees G. M. Snoek

Proceedings of the Computer Vision - ECCV 2022, 2022

VTC: Improving Video-Text Retrieval with User Comments.

Laura Hanu, James Thewlis, Yuki M. Asano, Christian Rupprecht

Proceedings of the Computer Vision - ECCV 2022, 2022

Self-Supervised Learning of Object Parts for Semantic Segmentation.

Adrian Ziegler, Yuki M. Asano

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Self-supervised object detection from audio-visual correspondence.

Triantafyllos Afouras, Yuki M. Asano, Francois Fagan, Andrea Vedaldi, Florian Metze

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Learning deep neural networks : necessity and scope of prior knowledge, raw data, and labels

Yuki M. Asano

PhD thesis, 2021

Extrapolating from a Single Image to a Thousand Classes using Distillation.

Yuki M. Asano, Aaqib Saeed

CoRR, 2021

Memes in the Wild: Assessing the Generalizability of the Hateful Memes Challenge Dataset.

Hannah Rose Kirk, Yennie Jun, Paulius Rauba, Gal Wachtel, Ruining Li, Xingjian Bai, Noah Broestl, Martin Doff-Sotta, Aleksandar Shtedritski, Yuki Markus Asano

CoRR, 2021

Privacy-preserving Object Detection.

Peiyang He, Charlie Griffin, Krzysztof Kacprzyk, Artjom Joosen, Michael Collyer, Aleksandar Shtedritski, Yuki Markus Asano

CoRR, 2021

How True is GPT-2? An Empirical Analysis of Intersectional Occupational Biases.

Hannah Kirk, Yennie Jun, Haider Iqbal, Elias Benussi, Filippo Volpin, Frédéric A. Dreyer, Aleksandar Shtedritski, Yuki Markus Asano

CoRR, 2021

Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers.

Mandela Patrick, Dylan Campbell, Yuki M. Asano, Ishan Misra, Florian Metze, Christoph Feichtenhofer, Andrea Vedaldi, João F. Henriques

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Bias Out-of-the-Box: An Empirical Analysis of Intersectional Occupational Biases in Popular Generative Language Models.

Hannah Rose Kirk, Yennie Jun, Filippo Volpin, Haider Iqbal, Elias Benussi, Frédéric A. Dreyer, Aleksandar Shtedritski, Yuki M. Asano

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

PASS: An ImageNet replacement for self-supervised pretraining without humans.

Yuki M. Asano, Christian Rupprecht, Andrew Zisserman, Andrea Vedaldi

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Support-set bottlenecks for video-text representation learning.

Mandela Patrick, Po-Yao Huang, Yuki Markus Asano, Florian Metze, Alexander G. Hauptmann, João F. Henriques, Andrea Vedaldi

Proceedings of the 9th International Conference on Learning Representations, 2021

On Compositions of Transformations in Contrastive Self-Supervised Learning.

Mandela Patrick, Yuki Markus Asano, Polina Kuznetsova, Ruth Fong, João F. Henriques, Geoffrey Zweig, Andrea Vedaldi

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning.

Mandela Patrick, Po-Yao Huang, Ishan Misra, Florian Metze, Andrea Vedaldi, Yuki M. Asano, João F. Henriques

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Multi-modal Self-Supervision from Generalized Data Transformations.

Mandela Patrick, Yuki Markus Asano, Ruth Fong, João F. Henriques, Geoffrey Zweig, Andrea Vedaldi

CoRR, 2020

Labelling unlabelled videos from scratch with multi-modal self-supervision.

Yuki Markus Asano, Mandela Patrick, Christian Rupprecht, Andrea Vedaldi

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Self-labelling via simultaneous clustering and representation learning.

Yuki Markus Asano, Christian Rupprecht, Andrea Vedaldi

Proceedings of the 8th International Conference on Learning Representations, 2020

A critical analysis of self-supervision, or what we can learn from a single image.

Yuki Markus Asano, Christian Rupprecht, Andrea Vedaldi

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Surprising Effectiveness of Few-Image Unsupervised Feature Learning.

Yuki Markus Asano, Christian Rupprecht, Andrea Vedaldi

CoRR, 2019