Publications

All Publications

  1. fungi.png
    2024

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

    Walter Simoncini, Spyros Gidaris, Andrei Bursuc, and Yuki M. Asano

  2. selfmask.png
    2024

    Self-Masking Networks for Unsupervised Adaptation

    Alfonso Taboada Warmerdam, Mathilde Caron, and Yuki M. Asano
    PDF Bib GDPR Oral

  3. neco.png
    2024

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

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

  4. riptseg.png
    2024

    Foundation Model or Finetune? Evaluation of few-shot semantic segmentation for river pollution

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

  5. diverseg.png
    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, and Yoshimitsu Aoki

  6. 1pfrac.png
    2024

    Scaling Backwards: Minimal Synthetic Pretraining?

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

  7. generalad.png
    2024

    GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features

    Luc Straeter, Mohammadreza Salehi, Efstratios Gavves, Cees Snoek, and Yuki M. Asano

  8. sigma.png
    2024

    SIGMA: Sinkhorn-Guided Masked Video Modeling

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

  9. objdiff.png
    2024

    Object-Centric Diffusion for Efficient Video Editing

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

  10. single_federated.png
    2024

    Federated Learning with a Single Shared Image

    Sunny Soni, Aaqib Saeed, and Yuki M. Asano

  11. pvlm.png
    2024

    Privacy-Aware Visual Language Models

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

  12. bitune.png
    2024

    Bitune: Bidirectional Instruction-Tuning

    Dawid Kopiczko, Tijmen Blankevoort, and Yuki M. Asano

  13. llm2slm.png
    2024

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

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

  14. pin.png
    2024

    PIN: Positional Insert unlocks object localisation abilities in VLMs

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

  15. UnCo.png
    2024

    Learning to Count without Annotations

    Lukas Knobel, Tengda Han*, and Yuki M. Asano*

  16. text_flow.png
    2024

    Flow Matching for Conditional Text Generation in a Few Sampling Steps

    Vincent Tao Hu, Di Wu, Yuki M Asano, Pascal Mettes, Basura Fernando, Bjorn Ommer, and Cees G. M. Snoek

  17. protect.jpg
    2024

    Protect Your Score: Contact-tracing With Differential Privacy Guarantees

    Rob Romijnders, Yuki M Asano, Christos Louizos, and Max Welling
    PDF Bib AAAI Oral

  18. vera.png
    2024

    VeRA: Vector-based Random Matrix Adaptation

    Dawid Kopiczko, Tijmen Blankevoort, and Yuki M. Asano

  19. llmsurgeon.png
    2024

    The LLM Surgeon

    Tycho FA Ouderaa, Markus Nagel, Mart Baalen, Yuki M Asano, and Tijmen Blankevoort

  20. dora.png
    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*, and Yannis Avrithis*
    PDF Bib Code ICLR Oral and outstanding paper

  21. skipat.png
    2024

    Skip-Attention: Improving Vision Transformers by Paying Less Attention

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

  22. prompt.png
    2024

    Input-dependent Input-Prompts for Adapting Frozen Vision Transformers

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

  23. motion.png
    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, Bjorn Ommer, and Cees G. M. Snoek

  24. selfvocab.png
    2023

    Self-Guided Open-Vocabulary Semantic Segmentation

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

  25. selfguide.png
    2023

    Guided Diffusion from Self-Supervised Diffusion Features

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

  26. valid.png
    2023

    VaLID: Variable-Length Input Diffusion for Novel View Synthesis

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

  27. deltamask.png
    2023

    Federated Fine-Tuning of Foundation Models via Probabilistic Masking

    Vasileios Tsouvalas, Yuki M. Asano, and Aaqib Saeed

  28. secat.png
    2023

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

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

  29. effpde.png
    2023

    Efficient Neural PDE-Solvers using Quantization Aware Training

    Winfried Dool, Tijmen Blankevoort, Max Welling, and Yuki M. Asano

  30. timetuning.png
    2023

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

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

  31. self_points.png
    2023

    Self-Ordering Point Clouds

    Pengwan Yang, Cees G. M. Snoek*, and Yuki M. Asano*
    PDF Bib ICCV Oral

  32. biscuit.png
    2023

    BISCUIT: Causal Representation Learning from Binary Interactions

    Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, and Efstratios Gavves
    PDF Bib Code Website UAI Spotlight

  33. survey.png
    2023

    Towards Label-Efficient Incremental Learning: A Survey

    Mert Kilickaya, Joost Weijer, and Yuki M. Asano

  34. sgd.png
    2023

    Self-Guided Diffusion Models

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

  35. notime.png
    2023

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

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

  36. kd.png
    2023

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

    Yuki M. Asano*, and Aaqib Saeed*

  37. instant.png
    2023

    Causal Representation Learning for Instantaneous and Temporal Effects

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

  38. leopart.png
    2022

    Self-supervised learning of object parts for semantic segmentation

    Adrian Ziegler, and Yuki M Asano

  39. gpt3.png
    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, and Hannah Rose Kirk

  40. reverse_probing.png
    2022

    Measuring the Interpretability of Unsupervised Representations via Quantized Reversed Probing

    Iro Laina, Yuki M. Asano, and Andrea Vedaldi

  41. citris.png
    2022

    CITRIS: Causal Identifiability from Temporal Intervened Sequences

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

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  42. vtc.png
    2022

    VTC: Improving Video-Text Retrieval with User Comments

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

  43. less.jpeg
    2022

    Less Than Few: Self-shot Video Instance Segmentation

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

  44. avdet.png
    2022

    Self-supervised object detection from audio-visual correspondence

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

  45. ramsey.png
    2021

    Emergent inequality and business cycles in a simple behavioral macroeconomic model

    Yuki M. Asano, Jakob J. Kolb, Jobst Heitzig, and J. Doyne Farmer

  46. motionformer.png
    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, and João F. Henriques

  47. memes.png
    2021

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

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

  48. support_set.png
    2021

    Support-set bottlenecks for video-text representation learning

    Mandela Patrick*, Po-Yao Huang*, Yuki M. Asano*, Florian Metze, Alexander Hauptmann, João F. Henriques, and Andrea Vedaldi
    PDF Bib ICLR Spotlight

  49. gdt.png
    2021

    On Compositions of Transformations in Contrastive Self-Supervised Learning

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

  50. gpt-2.png
    2021

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

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

  51. privacy.png
    2021

    Privacy-preserving Object Detection

    Peiyang He, Charlie Griffin, Krzysztof Kacprzyk, Artjom Joosen, Michael Collyer, Aleksandar Shtedritski, and Yuki M. Asano

  52. stica.png
    2021

    Space-time crop & attend: Improving cross-modal video representation learning

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

  53. pass.png
    2021

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

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

  54. labelling_videos.gif
    2020

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

    Yuki M. Asano, Mandela Patrick, Christian Rupprecht, and Andrea Vedaldi

  55. self-clusters.jpg
    2020

    Self-labelling via simultaneous clustering and representation learning

    Yuki M. Asano, Christian Rupprecht, and Andrea Vedaldi
    PDF Bib Blog Code Website ICLR Spotlight

  56. ameyoko_crop.jpg
    2020

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

    Yuki M. Asano, Christian Rupprecht, and Andrea Vedaldi

  57. recipes.png
    2019

    Rising adoption and retention of meat-free diets in online recipe data

    Yuki M. Asano, and Gesa Biermann

  58. 2015

    SU-E-J-147: Monte Carlo Study of the Precision and Accuracy of Proton CT Reconstructed Relative Stopping Power Maps

    G Dedes, Y Asano, N Arbor, D Dauvergne, J Letang, E Testa, S Rit, and K Parodi

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