Asano, Yuki M.

46 publications

TMLR 2026 Better Language Models Exhibit Higher Visual Alignment Jona Ruthardt, Gertjan J. Burghouts, Serge Belongie, Yuki M Asano

TMLR 2025 Adaptive Mesh Quantization for Neural PDE Solvers Winfried van den Dool, Maksim Zhdanov, Yuki M Asano, Max Welling

NeurIPS 2025 Elastic ViTs from Pretrained Models Without Retraining Walter Simoncini, Michael Dorkenwald, Tijmen Blankevoort, Cees G. M. Snoek, Yuki M Asano

ICCV 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

ICLR 2025 Near, Far: Patch-Ordering Enhances Vision Foundation Models' Scene Understanding Valentinos Pariza, Mohammadreza Salehi, Gertjan J. Burghouts, Francesco Locatello, Yuki M Asano

NeurIPS 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, Alison Noble

ICLR 2025 TULIP: Token-Length Upgraded CLIP Ivona Najdenkoska, Mohammad Mahdi Derakhshani, Yuki M Asano, Nanne Van Noord, Marcel Worring, Cees G. M. Snoek

ICCV 2025 TWIST & SCOUT: Grounding Multimodal LLM-Experts by Forget-Free Tuning Aritra Bhowmik, Mohammad Mahdi Derakhshani, Dennis Koelma, Yuki M. Asano, Martin R. Oswald, Cees G. M. Snoek

ICLRW 2024 DNA: Differential Privacy Neural Augmentation for Contact Tracing Rob Romijnders, Christos Louizos, Yuki M Asano, Max Welling

ICMLW 2024 Federated Fine-Tuning of Vision Foundation Models via Probabilistic Masking Vasileios Tsouvalas, Yuki M Asano, Aaqib Saeed

CVPRW 2024 Federated Learning with a Single Shared Image Sunny Soni, Aaqib Saeed, Yuki M. Asano

ECCVW 2024 Foundation Model or Finetune? Evaluation of Few-Shot Semantic Segmentation for River Pollution Marga Don, Stijn Pinson, Blanca Guillen Cebrian, Yuki M. Asano

ECCV 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

ICLR 2024 Is ImageNet Worth 1 Video? Learning Strong Image Encoders from 1 Long Unlabelled Video Shashanka Venkataramanan, Mamshad Nayeem Rizve, Joao Carreira, Yuki M Asano, Yannis Avrithis

CVPR 2024 Learning to Count Without Annotations Lukas Knobel, Tengda Han, Yuki M. Asano

NeurIPS 2024 No Train, All Gain: Self-Supervised Gradients Improve Deep Frozen Representations Walter Simoncini, Spyros Gidaris, Andrei Bursuc, Yuki M. Asano

ECCV 2024 Object-Centric Diffusion for Efficient Video Editing Kumara Kahatapitiya, Adil Karjauv, Davide Abati, Fatih Porikli, Yuki M Asano, Amirhossein Habibian

CVPR 2024 PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs Michael Dorkenwald, Nimrod Barazani, Cees G. M. Snoek, Yuki M. Asano

AAAI 2024 Protect Your Score: Contact-Tracing with Differential Privacy Guarantees Rob Romijnders, Christos Louizos, Yuki M. Asano, Max Welling

ECCV 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

ECCV 2024 SIGMA: Sinkhorn-Guided Masked Video Modeling Mohammadreza Salehi, Michael Dorkenwald, Fida Mohammad Thoker, Efstratios Gavves, Cees Snoek, Yuki M Asano

ECCV 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

ECCV 2024 SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery Sarah Rastegar, Mohammadreza Salehi, Yuki M Asano, Hazel Doughty, Cees Snoek

ICLR 2024 Skip-Attention: Improving Vision Transformers by Paying Less Attention Shashanka Venkataramanan, Amir Ghodrati, Yuki M Asano, Fatih Porikli, Amir Habibian

ICMLW 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

ICLR 2024 VeRA: Vector-Based Random Matrix Adaptation Dawid Jan Kopiczko, Tijmen Blankevoort, Yuki M Asano

UAI 2023 BISCUIT: Causal Representation Learning from Binary Interactions Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M Asano, Taco Cohen, Efstratios Gavves

ICLR 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

ICCVW 2023 Efficient Neural PDE-Solvers Using Quantization Aware Training Winfried van den Dool, Tijmen Blankevoort, Max Welling, Yuki M. Asano

AISTATS 2023 No Time to Waste: Practical Statistical Contact Tracing with Few Low-Bit Messages Rob Romijnders, Yuki M. Asano, Christos Louizos, Max Welling

CVPR 2023 Self-Guided Diffusion Models Vincent Tao Hu, David W. Zhang, Yuki M. Asano, Gertjan J. Burghouts, Cees G. M. Snoek

ICCV 2023 Self-Ordering Point Clouds Pengwan Yang, Cees G. M. Snoek, Yuki M. Asano

ICLR 2023 The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image Yuki M Asano, Aaqib Saeed

ICCV 2023 Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations Mohammadreza Salehi, Efstratios Gavves, Cees G.M. Snoek, Yuki M. Asano

ICML 2022 CITRIS: Causal Identifiability from Temporal Intervened Sequences Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M Asano, Taco Cohen, Stratis Gavves

ICLRW 2022 CITRIS: Causal Identifiability from Temporal Intervened Sequences Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M Asano, Taco Cohen, Efstratios Gavves

ECCV 2022 Less than Few: Self-Shot Video Instance Segmentation Pengwan Yang, Yuki M. Asano, Pascal Mettes, Cees G. M. Snoek

ICLR 2022 Measuring the Interpretability of Unsupervised Representations via Quantized Reversed Probing Iro Laina, Yuki M Asano, Andrea Vedaldi

NeurIPSW 2022 Self-Guided Diffusion Model Vincent Tao Hu, David W Zhang, Yuki M Asano, Gertjan J. Burghouts, Cees G. M. Snoek

CVPR 2022 Self-Supervised Learning of Object Parts for Semantic Segmentation Adrian Ziegler, Yuki M. Asano

CVPR 2022 Self-Supervised Object Detection from Audio-Visual Correspondence Triantafyllos Afouras, Yuki M. Asano, Francois Fagan, Andrea Vedaldi, Florian Metze

ECCV 2022 VTC: Improving Video-Text Retrieval with User Comments Laura Hanu, James Thewlis, Yuki M. Asano, Christian Rupprecht

ICCV 2021 On Compositions of Transformations in Contrastive Self-Supervised Learning Mandela Patrick, Yuki M. Asano, Polina Kuznetsova, Ruth Fong, João F. Henriques, Geoffrey Zweig, Andrea Vedaldi

NeurIPSW 2021 PASS: An ImageNet Replacement for Self-Supervised Pretraining Without Humans Yuki M Asano, Christian Rupprecht, Andrew Zisserman, Andrea Vedaldi

ICCV 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

ICLR 2020 A Critical Analysis of Self-Supervision, or What We Can Learn from a Single Image Yuki M. Asano, Christian Rupprecht, Andrea Vedaldi