European Large Open Multi-Modal Foundation Models For Robust Generalization On Arbitrary Data Streams

NumColor: Precise Numeric Color Control in Text-to-Image Generation

Autoren: Muhammad Atif Butt, Diego Hernandez, Alexandra Gomez-Villa, Kai Wang, Javier Vazquez-Corral, Joost Van De Weijer
Herausgeber: European Conference on Computer Vision (ECCV)

TuRTLe: A Unified Evaluation of LLMs for RTL Generation

Autoren: Dario Garcia-Gasulla, Gokcen Kestor, Emanuele Parisi, Miquel Albert´ı-Binimelis, Cristian Gutierrez∗ Razine Moundir Ghorab∗, Orlando Montenegro∗, Bernat Homs∗, Miquel Moreto
Herausgeber: MLCAD Symposium

MM-TS: Multi-Modal Temperature and Margin Schedules for Contrastive Learning with Long-Tail Data

Autoren: Siarhei Sheludzko, Dhimitrios Duka, Bernt Schiele, Hilde Kuehne, Anna Kukleva
Herausgeber: WACV

Generate, Refine, and Encode: Leveraging Synthesized Novel Samples for On-the-Fly Fine-Grained Category Discovery

Autoren: Xiao Liu, Nan Pu, Haiyang Zheng, Wenjing Li, Nicu Sebe, Zhun Zhong
Veröffentlicht in: 2025 IEEE/CVF International Conference on Computer Vision (ICCV), 2026
Herausgeber: IEEE
DOI: 10.1109/ICCV51701.2025.00108

Effective Distillation to Hybrid xLSTM Architectures

Autoren: Lukas Hauzenberger, Niklas Schmidinger, Thomas Schmied, Anamaria-Roberta Hartl, David Stap, Pieter-Jan Hoedt, Maximilian Beck, Sebastian Böck, Günter Klambauer, Sepp Hochreiter
Herausgeber: Forty-Third International Conference on Machine Learning (ICML 2026)

From Weights to Concepts: Data-Free Interpretability of CLIP via Singular Vector Decomposition

Autoren: Francesco Gentile, Nicola Dall'Asen, Francesco Tonini, Massimiliano Mancini, Lorenzo Vaquero, Elisa Ricci
Herausgeber: CVPR

Evidence Triangulation for Multimodal Fact-Checking in the Wild

Autoren: Stefanos-Iordanis Papadopoulos, Zacharias Chrysidis, Christos Koutlis, Symeon Papadopoulos, Panagiotis C. Petrantonakis
Herausgeber: ECCV

Concept-Aware Batch Sampling Improves Language-Image Pretraining

Autoren: Adhiraj Ghosh, Vishaal Udandarao, Thao Nguyen, Matteo Farina, Mehdi Cherti, Jenia Jitsev, Sewoong Oh, Elisa Ricci, Ludwig Schmidt, Matthias Bethge
Herausgeber: CVPR 2026 Poster

FocalPolicy: Frequency-Optimized Chunking and Locally Anchored Flow Matching for Coherent Visuomotor Policy

Autoren: Q. He, Z. Yang, W. Liang, C. Hao, N. Sebe, J. Tian
Herausgeber: International Conference on Machine Learning

MAVias: Mitigate any Visual Bias

Autoren: Ioannis Sarridis, Christos Koutlis, Symeon Papadopoulos, Christos Diou
Veröffentlicht in: 2025 IEEE/CVF International Conference on Computer Vision (ICCV), 2026
Herausgeber: IEEE
DOI: 10.1109/ICCV51701.2025.00126

Improving LLM First-Token Predictions in Multiple-Choice Question Answering via Output Prefilling

Autoren: Silvia Cappelletti, Tobia Poppi, Samuele Poppi, Zheng-Xin Yong, Diego Garcia-Olano, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Herausgeber: ICPR

Generalizable Knowledge Distillation from Vision Foundation Models for Semantic Segmentation

Autoren: Chonghua Lv, Dong Zhao, Shuang Wang, Dou Quan, Ning Huyan, Nicu Sebe, Zhun Zhong
Herausgeber: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Language Models Can Explain Visual Features via Steering

Autoren: Javier Ferrando, Enrique Lopez-Cuena, Pablo Agustin Martin-Torres, Daniel Hinjos, Anna Arias-Duart, Dario Garcia-Gasulla
Herausgeber: CVPR

Pruned Adaptation Modules: A Simple yet Strong Baseline for Continual Foundation Models

Autoren: Elif Ceren Gok Yildirim, Murat Onur Yildirim, Joaquin Vanschoren
Herausgeber: Conference on Parsimony and Learning (CPAL 2026)

Does TabPFN Understand Causal Structures?

Autoren: Omar Swelam, Lennart Purucker, Jake Robertson, Hanne Raum, Joschka Boedecker, Frank Hutter
Herausgeber: EurIPS 2025 Workshop: AI for Tabular Data
DOI: 10.48550/ARXIV.2511.07236

Test-Time Noise Guided Adaptation for Realistic Autoregressive Video Generation

Autoren: Dimitrios Karageorgiou, Symeon Papadopoulos, Ioannis Kompatsiaris, Efstratios Gavves
Herausgeber: European Conference on Computer Vision 2026 (ECCV 2026)

RaTA-Tool: Retrieval-Based Tool Selection with Multimodal Large Language Models

Autoren: Gabriele Mattioli, Evelyn Turri, Sara Sarto, Lorenzo Baraldi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Herausgeber: ICPR

Denoising, Fast and Slow: Difficulty-Aware Adaptive Sampling for Image Generation

Autoren: Johannes Schusterbauer, Ming Gui, Yusong Li, Pingchuan Ma, Felix Krause, Björn Ommer
Herausgeber: CVPR 2026 (accepted) + arXiv

Face Age Verification Vulnerabilities Under Simple Appearance Manipulations

Autoren: Ioannis Sarridis, Ioannis Kompatsiaris, Symeon Papadopoulos
Herausgeber: BIAS Workshop, ECML PKDD

DEX-AR: A Dynamic Explainability Method for Autoregressive Vision-Language Models

Autoren: Walid Bousselham, Angie Boggust, Hendrik Strobelt, Hilde Kuehne
Herausgeber: ECCV

TTRV: Test-Time Reinforcement Learning for Vision Language Models

Autoren: Akshit Singh, Shyam Marjit, Wei Lin, Paul Gavrikov, Serena Yeung-Levy, Hilde Kuehne, Rogerio Feris, Sivan Doveh, James Glass, M. Jehanzeb Mirza
Herausgeber: CVPR

VideoFlexTok: Flexible-Length Coarse-to-Fine Video Tokenization

Autoren: Atanov Andrei (EPFL, Apple), Oğuzhan Fatih Kar (Apple), Jesse Allardice (Apple), Roman Bachmann (EPFL), David Griffiths (Apple), Devon Hjelm (Apple), Afshin Dehghan (Apple), Amir Zamir (EPFL)
Herausgeber: IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026

Revisiting Weight Regularization for Low-Rank Continual Learning

Autoren: Yaoyue Zheng ~Yaoyue_Zheng1 , Yin Zhang, Joost van de Weijer, Gido M van de Ven, Shaoyi Du, Xuetao Zhang, Zhiqiang Tian
Herausgeber: ICLR

ExplaiNavility: Interpretable Vision-and-Language Navigation with Reasoning Supervision

Autoren: William Raccagni, Niyati Rawal, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Herausgeber: ECCV Workshops

SceneSplat++: A Large Dataset and Comprehensive Benchmark for Language Gaussian Splatting

Autoren: Mengjiao Ma, Qi Ma, Yue Li, Jiahuan Cheng, Runyi Yang, Bin Ren, Nikola Popovic, Mingqiang Wei, Nicu Sebe, Luc Van Gool, Theo Gevers, Martin R. Oswald, Danda Pani Paudel
Herausgeber: 39th Conference on Neural Information Processing Systems (NeurIPS 2025) Track on Datasets and Benchmarks

Funny or Persuasive, but Not Both: Evaluating Fine-Grained Multi-Concept Control in LLMs

Autoren: Arya Labroo, Ivaxi Sheth, Vyas Raina, Amaani Ahmed, Mario Fritz
Herausgeber: EACL Main

A Scalable Vector Graphics Latent Space

Autoren: Leonardo Zini, Elia Frigieri, Lorenzo Baraldi
Herausgeber: ECCV

Breaking Language Barriers or Reinforcing Bias? A Study of Gender and Racial Disparities in Multilingual Contrastive Vision Language Models

Autoren: Zahraa Al Sahili, Ioannis Patras and Matthew Purver
Herausgeber: Proceedings of IJCNLP/AACL

FineDialFact: A Benchmark for Fine-Grained Dialogue Fact Verification

Autoren: Xiangyan Chen, Yufeng Li, Yujian Gan, Arkaitz Zubiaga and Matthew Purver
Herausgeber: Proceedings of LREC

VB-Mitigator: An open-source framework for evaluating and advancing visual bias mitigation

Autoren: Ioannis Sarridis, Christos Koutlis, Symeon Papadopoulos, Christos Diou
Herausgeber: ECAI Workshops

SceneSplat: Gaussian Splatting-Based Scene Understanding with Vision-Language Pretraining

Autoren: Yue Li, Qi Ma, Runyi Yang, Huapeng Li, Mengjiao Ma, Bin Ren, Nikola Popovic, Nicu Sebe, Ender Konukoglu, Theo Gevers, Luc Van Gool, Martin R. Oswald, Danda Pani Paudel
Veröffentlicht in: 2025 IEEE/CVF International Conference on Computer Vision (ICCV), 2026
Herausgeber: IEEE
DOI: 10.1109/ICCV51701.2025.00472

Inverse Virtual Try-On: Generating Multi-Category Product-Style Images from Clothed Individuals

Autoren: Davide Lobba, Fulvio Sanguigni, Bin Ren, Marcella Cornia, Rita Cucchiara, Nicu Sebe
Herausgeber: ICLR
DOI: 10.5281/ZENODO.19878279

Learning Quantifiable Visual Explanations Without Ground-Truth

Autoren: Amritpal Singh, Andrey Barsky, Mohamed Ali Souibgui, Ernest Valveny, Dimosthenis Karatzas
Herausgeber: ICPR

Multimodality as Supervision: Self-Supervised Specialization to the test space via Multimodality

Autoren: Kunal Pratap Singh, Ali Garjani, Rishubh Singh, Muhammad Uzair Khattak, Jason Toskov, Efe Tarhan, Andrei Atanov, Oguzhan Fatih Kar (now at Apple), Amir Zamir (All authors at EPFL, unless explicitly indicated )
Herausgeber: IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026

DriftScope: Measuring The Hidden Effects of Diffusion Model Adaptation

Autoren: Héctor Laria, Yiping Han, Julian D. Santamaria, Kai Wang, Bogdan Raducanu, Joost van de Weijer, Alexandra Gomez-Villa
Herausgeber: European Conference on Computer Vision (ECCV)

Scaling Laws for Robust Comparison of Open Foundation Language-Vision Models and Datasets

Autoren: Marianna Nezhurina, Tomer Porian, Giovanni Pucceti, Tommie Kerssies, Romain Beaumont, Mehdi Cherti, Jenia Jitsev
Herausgeber: NeurIPS 2025 poster

TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation

Autoren: Yan Shu, Bin Ren, Zhitong Xiong, Xiao Xiang Zhu, Begüm Demir, Nicu Sebe, Paolo Rota
Herausgeber: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

DisMo: Disentangled Motion Representations for Open-World Motion Transfer

Autoren: Thomas Ressler-Antal, Frank Fundel, Malek Ben Alaya, Stefan Andreas Baumann, Felix Krause, Ming Gui, Björn Ommer
Herausgeber: NeurIPS

ProactiveBench: Benchmarking Proactiveness in Multimodal Large Language Models

Autoren: Thomas De Min, Subhankar Roy, Stéphane Lathuilière, Elisa Ricci, Massimiliano Mancini
Herausgeber: ECCV

LOSC: LiDAR Open-voc Segmentation Consolidator

Autoren: Nermin Samet, Gilles Puy, Renaud Marlet
Herausgeber: arXiv

Probabilistic Precipitation Nowcasting with Rectified Flow Transformers

Autoren: Johannes Schusterbauer, Jannik Wiese, Nick Stracke, Timy Phan, Björn Ommer
Herausgeber: CVPR 2026 (accepted) + arXiv

Concept Guidance: Precise, Training-Free Latent Control for Text-to-Image Generation

Autoren: Nikolai Röhrich, Isabell Hans, Felix Krause, Björn Ommer
Herausgeber: German Conference on Pattern Recognition (GCPR)

MO-CAPO: Multi-Objective Cost-Aware Prompt Optimization

Autoren: Jan Büssing, Moritz Schlager, Timo Heiß, Tom Zehle, Matthias Feurer
Herausgeber: arXiv

Persistent Robot World Models: Stabilizing Multi-Step Rollouts via Reinforcement Learning

Autoren: Jai Bardhan, Patrik Drozdik, Josef Sivic, Vladimir Petrik
Herausgeber: European Conference on Computer Vision (ECCV) 2026

If open source is to win, it must go public

Autoren: Joshua Tan, Nicholas Vincent, Katherine Elkins, Magnus Sahlgren, Joseph Low, David Pham, Sampo Pyysalo, Jenia Jitsev
Herausgeber: ICML 2026 Position Paper Track Spotlight

Towards Pretraining Text Encoders for TabPFN

Autoren: Mustafa Tajjar, Alexander Pfefferle, Lennart Purucker, Frank Hutter
Herausgeber: 2nd ICML Workshop on Foundation Models for Structured Data

Pseudo-SD: Pseudo Controlled Stable Diffusion for Semi-Supervised and Cross-Domain Semantic Segmentation

Autoren: Dong Zhao, Qi Zang, Shuang Wang, Nicu Sebe, Zhun Zhong
Veröffentlicht in: 2025 IEEE/CVF International Conference on Computer Vision (ICCV), 2026
Herausgeber: IEEE
DOI: 10.1109/ICCV51701.2025.02079

CounterVid: Counterfactual Video Generation for Mitigating Action and Temporal Hallucinations in Video-Language Models

Autoren: Tobia Poppi, Burak Uzkent, Amanmeet Garg, Lucas Porto, Garin Kessler, Yezhou Yang, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara, Florian Schiffers
Herausgeber: EMNLP

nanoTabPFN: A Lightweight and Educational Reimplementation of TabPFN

Autoren: Alexander Pfefferle, Johannes Hog, Lennart Purucker, Frank Hutter
Herausgeber: arXiv

Learning Long-term Motion Embeddings for Efficient Kinematics Generation

Autoren: Nick Stracke, Kolja Bauer, Stefan Andreas Baumann, Miguel Angel Bautista, Josh Susskind, Björn Ommer
Herausgeber: CVPR 2026 (accepted) + arXiv

promptolution: A Unified, Modular Framework for Prompt Optimization

Autoren: Tom Zehle, Timo Heiß, Moritz Schlager, Matthias Aßenmacher, Matthias Feurer
Veröffentlicht in: Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 3: System Demonstrations), 2026
Herausgeber: Association for Computational Linguistics
DOI: 10.18653/V1/2026.EACL-DEMO.21

SLU-2K: A Question-Based Benchmark for Semantic Evaluation of Sign Language Translation

Autoren: Zeno Testa, Antonino Furnari, Lorenzo Baraldi, Natalia Díaz-Rodríguez
Herausgeber: ECCV Workshops

RayDer: Scalable Self-Supervised Novel View Synthesis from Real-World Video

Autoren: Ulrich Prestel, Stefan Andreas Baumann, Nick Stracke, Björn Ommer
Herausgeber: ECCV 2026 + arXiv

Probing Newtonian Mechanics in Video Generative Models with Real Physical Systems

Autoren: Antonios Tragoudaras, Daniil Cherniavskii, Chenyu Zhang, Antonios Vozikis, Thijmen Nijdam, Derck W. E. Prinzhorn, Mark Bodracska, Nicu Sebe, Andrii Zadaianchuk, Efstratios Gavves
Herausgeber: ICML

Towards Evaluating Data Priors for Tabular Foundation Models

Autoren: Zeynep Türkmen, Kürşat Kaya, Alexander Pfefferle, Frank Hutter
Herausgeber: 2nd ICML Workshop on Foundation Models for Structured Data

What If: Understanding Motion Through Sparse Interactions

Autoren: Stefan Andreas Baumann, Nick Stracke, Timy Phan, Björn Ommer
Veröffentlicht in: 2025 IEEE/CVF International Conference on Computer Vision (ICCV), 2026
Herausgeber: IEEE
DOI: 10.1109/ICCV51701.2025.00958

Deep Trajectory Supervision: Deep Supervision Strikes Back

Autoren: H. Wang, W. Wang, J. Liu, H. Kuehne, and N. Sebe
Herausgeber: International Conference on Machine Learning

Superpowering Open-Vocabulary Object Detectors for X-ray Vision

Autoren: Pablo Garcia-Fernandez, Lorenzo Vaquero, Mingxuan Liu, Feng Xue, Daniel Cores, Nicu Sebe, Manuel Mucientes, Elisa Ricci
Veröffentlicht in: 2025 IEEE/CVF International Conference on Computer Vision (ICCV), 2026
Herausgeber: IEEE
DOI: 10.1109/ICCV51701.2025.01931

Controllable Egocentric Video Generation via Occlusion-Aware Sparse 3D Hand Joints

Autoren: Chenyangguang Zhang, Botao Ye, Boqi Chen, Alexandros Delitzas, Fangjinhua Wang, Marc Pollefeys, Xi Wang
Herausgeber: ECCV

AlignCAT: Visual-Linguistic Alignment of Category and Attribute for Weakly Supervised Visual Grounding

Autoren: Yidan Wang, Chenyi Zhuang, Wutao Liu, Pan Gao, Nicu Sebe
Veröffentlicht in: Proceedings of the 33rd ACM International Conference on Multimedia, 2025
Herausgeber: ACM
DOI: 10.1145/3746027.3755751

From Demonstrations to Rewards: Test-Time Prompt Optimization for VLM Reward Models

Autoren: Christian Gumbsch, Leonardo Barcellona, Lennard Schuenemann, Platon Karageorgis, Andrii Zadaianchuk, Zehao Wang, Sergey Zakharov, Fabien Despinoy, Rahaf Aljundi, Stratis Gavves
Herausgeber: RLC

Driving on Registers

Autoren: Ellington Kirby, Alexandre Boulch, Yihong Xu, Yuan Yin, Gilles Puy, Eloi Zablocki, Andrei Bursuc, Spyros Gidaris, Renaud Marlet, Florent Bartoccioni, Anh-Quan Cao, Nermin Samet, Tuan-Hung VU, Matthieu Cord
Herausgeber: CVPR

Training-free Online Video Step Grounding

Autoren: Luca Zanella, Massimiliano Mancini, Yiming Wang, Alessio Tonioni, Elisa Ricci
Herausgeber: NeurIPS

Hyperbolic Busemann Neural Networks

Autoren: Ziheng Chen, Bernhard Schölkopf, Nicu Sebe
Herausgeber: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Fast and Stable Riemannian Metrics on SPD Manifolds via Cholesky Product Geometry

Autoren: Ziheng Chen, Yue Song, Xiaojun Wu, Nicu Sebe
Herausgeber: International Conference on Learning Representations (ICLR)

GenColorBench: A Color Evaluation Benchmark for Text-to-Image Generation Models

Autoren: Muhammad Atif Butt, Alexandra Gomez-Villa, Tao Wu, Javier Vazquez-Corral, Joost Van De Weijer, Kai Wang
Herausgeber: Computer Vision and Pattern Recognition (CVPR)

Schrödinger's Cat: Probabilistic Representation and Prediction of Potential Scene Kinematics

Autoren: Timy Phan, Jannik Wiese, Björn Ommer
Herausgeber: European Conference on Computer Vision - ECCV

RegionReasoner: Region-Grounded Multi-Round Visual Reasoning

Autoren: Wenfang Sun, Hao Chen, Yingjun Du, Yefeng Zheng, Cees G. M. Snoek
Herausgeber: International Conference on Learning Representations
DOI: 10.48550/ARXIV.2602.03733

BAdd: Bias Mitigation Through Bias Addition

Autoren: Ioannis Sarridis, Christos Koutlis, Symeon Papadopoulos, Christos Diou
Veröffentlicht in: 2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2026
Herausgeber: IEEE
DOI: 10.1109/ICCVW69036.2025.00795

An Empirical Study of Speculative Decoding for Small Language Models

Autoren: Luca Mainardi, Selcuk Sandikci, Joaquin Vanschoren
Herausgeber: Conference of the European Chapter of the Association for Computational Linguistics (EACL Main 2026)

Proper Velocity Neural Networks

Autoren: Ziheng Chen , Zihan Su, Bernhard Schölkopf, Nicu Sebe
Herausgeber: International Conference on Learning Representations (ICLR)

The Oracle’s Gambit: A Game-Theoretic Framework for Responsible AI Release

Autoren: Christoph R. Landolt, Tobias Lorenz, Marta Kwiatkowska, Mario Fritz
Herausgeber: 17th Conference on Game Theory and AI for Security (GameSec-26)

Token Reduction via Local and Global Contexts Optimization for Efficient Video Large Language Models

Autoren: Jinlong Li, Liyuan Jiang, Haonan Zhang, Nicu Sebe
Herausgeber: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Riemannian High-Order Pooling for Brain Foundation Models

Autoren: Chen Hu, Ziheng Chen, Rui Wang, Yefeng Zheng, Nicu Sebe
Herausgeber: International Conference on Learning Representations (ICLR)

Training-Free Personalization via Retrieval and Reasoning on Fingerprints

Autoren: Deepayan Das, Davide Talon, Yiming Wang, Massimiliano Mancini, Elisa Ricci
Veröffentlicht in: 2025 IEEE/CVF International Conference on Computer Vision (ICCV), 2026
Herausgeber: IEEE
DOI: 10.1109/ICCV51701.2025.00903

VOLD: Reasoning Transfer from LLMs to Vision-Language Models via On-Policy Distillation

Autoren: Walid Bousselham, Hilde Kuehne, Cordelia Schmid
Herausgeber: CVPR

Visualoverload: Probing visual understanding of vlms in really dense scenes

Autoren: Paul Gavrikov, Wei Lin, M Jehanzeb Mirza, Soumya Jahagirdar, Muhammad Huzaifa, Sivan Doveh, James Glass, Serena Yeung-Levy, Hilde Kuehne
Herausgeber: CVPR

(1D) Ordered Tokens Enable Efficient Test-Time Search

Autoren: Zhitong Gao, Parham Rezaei, Ali Cy, Mingqiao Ye, Nataša Jovanović, Jesse Allardice, Afshin Dehghan, Amir Zamir, Roman Bachmann, Oğuzhan Fatih Kar
Herausgeber: ICML 2026 (accepted) + arXiv

Dress-ED: Instruction-Guided Editing for Virtual Try-On and Try-Off

Autoren: Davide Lobba, Fulvio Sanguigni, Bin Ren, Marcella Cornia, Rita Cucchiara, Nicu Sebe
Herausgeber: ECCV

NotSoTiny: A Large, Living Benchmark for RTL Code Generation

Autoren: Razine Moundir Ghorab, Emanuele Parisi, Cristian Gutierrez, Miquel Alberti-Binimelis, Miquel Moreto, Dario Garcia-Gasulla, Gokcen Kestor
Herausgeber: DAC'26

Mitigating Large Multimodal Models Hallucinations in Scene Text Spotting and Understanding

Autoren: Yan Shu, Hangui Lin, Yexin Liu, Yan Zhang, Gangyan Zeng, Yan Li, Yu ZHOU, Ser-Nam Lim, Harry Yang, Nicu Sebe
Herausgeber: 39th Conference on Neural Information Processing Systems (NeurIPS 2025)

IPA: An Information-Reconstructive Input Projection Framework for Efficient Foundation Model Adaptation

Autoren: Yuan Yin, Shashanka Venkataramanan, Tuan-Hung Vu, Andrei Bursuc, Matthieu Cord
Herausgeber: TMLR

ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering

Autoren: Alberto Compagnoni, Marco Morini, Sara Sarto, Federico Cocchi, Davide Caffagni, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Herausgeber: CVPR

Covariances for Free: Exploiting Mean Distributions for Training-free Federated Learning

Autoren: Dipam Goswami, Simone Magistri, Kai Wang, Bartłomiej Twardowski, Andrew Bagdanov, Joost van de Weijer
Veröffentlicht in: Advances in Neural Information Processing Systems 38, 2026
Herausgeber: Neural Information Processing Systems Foundation, Inc. (NeurIPS)
DOI: 10.52202/085713-2179

A Large-Scale Instruction-Tuning Dataset and Models for Slovenian Vision-Language Tasks

Autoren: Matej Martinc and Domen Vreš
Herausgeber: LREC

Learning Transferable Motor Skills for Geometry-Aware Robotic Surface Tasks

Autoren: Miroslav David, Karla Stepanova, Robert Babuska
Herausgeber: ICRA - Geometry in the Age of Data‑Driven Robotics

Towards a General Attention Framework on Gyrovector Spaces for Matrix Manifolds

Autoren: Rui Wang , Chen Hu, Xiaoning Song, Xiaojun Wu, Nicu Sebe, Ziheng Chen
Herausgeber: Neural Information Processing Systems (NeurIPS)

Riemannian Networks over Full-Rank Correlation Matrices

Autoren: Z. Chen, X. Wu, B. Schölkopf, N. Sebe
Herausgeber: International Conference on Machine Learning

Can Calibration of Positional Encodings Enhance Long Context Utilization?

Autoren: Tom Zehle, Matthias Aßenmacher
Veröffentlicht in: Findings of the Association for Computational Linguistics: EACL 2026, 2026
Herausgeber: Association for Computational Linguistics
DOI: 10.18653/V1/2026.FINDINGS-EACL.120

QUOTA: Quantifying Objects with Text-to-Image Models for Any Domain

Autoren: Wenfang Sun, Yingjun Du, Gaowen Liu, Yefeng Zheng, Cees G. M. Snoek
Herausgeber: WACV

How NOT to benchmark your SITE metric: Beyond Static Leaderboards and Towards Realistic Evaluation

Autoren: Prabhant Singh, Sibylle Hess, Joaquin Vanschoren
Herausgeber: International Conference on Learning Representations (ICLR 2026)

Diffusion Language Models: An Experimental Analysis

Autoren: Thomas Bertolani, Davide Bucciarelli, Leonardo Zini, Marcella Cornia, Lorenzo Baraldi
Herausgeber: CLiC-it

SigLino: Efficient Multi-Teacher Distillation for Agglomerative Vision Foundation Models

Autoren: Sofian Chaybouti, Sanath Narayan, Yasser Dahou, Phúc H. Lê Khắc, Ankit Singh, Ngoc Huynh, Wamiq Reyaz Para, Hilde Kuehne, Hakim Hacid
Herausgeber: CVPR

Beyond IID: How General Are Tabular Foundation Models, Really?

Autoren: Lennart Purucker, Andrej Tschalzev, Nick Erickson, Gioia Blayer, David Holzmüller, Alan Arazi, Alexander Pfefferle, Mustafa Tajjar, Gaël Varoquaux, Frank Hutter
Herausgeber: NeurIPS 2026 Evaluations and Datasets Track

FoodBench-QA: Overview of the Shared Task on Grounded Food and Nutrition Question Answering

Autoren: Tome Eftimov, Ana Gjorgjevikj, Matej Martinc, Gjorgjina Cenikj, Sašo Džeroski, Barbara Koroušić Seljak
Herausgeber: CL4Health workshop

Exploring Social Bias in Slovenia: The EEC-SL Dataset

Autoren: Jaya Caporusso, Damar Hoogland, Boshko Koloski, Matthew Purver, Senja Pollak, Špela Vintar
Herausgeber: LREC 2026

Intrinsic Lorentz Neural Network

Autoren: Xianglong Shi, Ziheng Chen, Yunhan Jiang, Nicu Sebe
Herausgeber: International Conference on Learning Representations (ICLR)

TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training

Autoren: Felix Krause, Timy Phan, Ming Gui, Stefan Andreas Baumann, Vincent Tao Hu, Bjorn Ommer
Herausgeber: ICCV

Envisioning the Future, One Step at a Time

Autoren: Stefan Andreas Baumann, Jannik Wiese, Tommaso Martorella, Mahdi M. Kalayeh, Björn Ommer
Herausgeber: CVPR 2026 (accepted) + arXiv

Guiding Token-Sparse Diffusion Models

Autoren: Felix Krause, Stefan Andreas Baumann, Johannes Schusterbauer, Olga Grebenkova, Ming Gui, Vincent Tao Hu, Björn Ommer
Herausgeber: CVPR 2026 (accepted) + arXiv

AlignPose: Generalizable 6D Pose Estimation via Multi-view Feature-metric Alignment

Autoren: Anna Šárová Mikeštíková, Médéric Fourmy, Martin Cífka, Josef Sivic, Vladimir Petrik
Herausgeber: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2026

On Large Multimodal Models as Open-World Image Classifiers

Autoren: Alessandro Conti, Massimiliano Mancini, Enrico Fini, Yiming Wang, Paolo Rota, Elisa Ricci
Veröffentlicht in: 2025 IEEE/CVF International Conference on Computer Vision (ICCV), 2026
Herausgeber: IEEE
DOI: 10.1109/ICCV51701.2025.01521

TWIST & SCOUT: Grounding Multimodal LLM-Experts by Forget-Free Tuning

Autoren: Aritra Bhowmik and Mohammad Mahdi Derakhshani and Dennis Koelma and Yuki M Asano and Martin R Oswald and Cees G M Snoek
Herausgeber: ICCV

Elastic ViTs from Pretrained Models without Retraining

Autoren: Walter Simoncini, Michael Dorkenwald, Tijmen Blankevoort, Cees G M Snoek, Yuki M Asano
Herausgeber: NeurIPS

Benchmarking XAI Explanations with Human-Aligned Evaluations

Autoren: Remi Kazmierczak, Steve Azzolin, Eloise Berthier, Anna Hedstrom, Patricia Delhomme, David Filliat, Nicolas Bousquet, Goran Frehse, Massimiliano Mancini, Baptiste Caramiaux, Andrea Passerini, Gianni Franchi
Herausgeber: AAAI

Speedrunning Tabular Foundation Model Pretraining

Autoren: Salih Bora Öztürk, Alexander Pfefferle, Frank Hutter
Herausgeber: 2nd ICML Workshop on Foundation Models for Structured Data

MeVer at CheckThat! 2026: Cluster-Aware Hard-Negative Mining for Multilingual Scientific Source Retrieval

Autoren: Juli Bakagianni, Symeon Papadopoulos
Herausgeber: CLEF 2026 Working Notes

Tiny Inference-Time Scaling with Latent Verifiers

Autoren: Davide Bucciarelli, Evelyn Turri, Lorenzo Baraldi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Herausgeber: CVPR 2026 (Findings)

Scaling Vision-Language Models Is Not Enough to Mitigate Bias

Autoren: Ioannis Sarridis, Ioannis Kompatsiaris, Symeon Papadopoulos
Herausgeber: ACM MM

Open-Vocabulary Domain Generalization in Urban-Scene Segmentation

Autoren: Dong Zhao, Qi Zang, Nan Pu, Wenjing Li, Nicu Sebe, Zhun Zhong
Herausgeber: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

SAGI: Semantically Aligned and Uncertainty Guided AI Image Inpainting

Autoren: Paschalis Giakoumoglou, Dimitrios Karageorgiou, Symeon Papadopoulos, Panagiotis C. Petrantonakis
Herausgeber: ICCV

A Checklist to assess the energy and carbon impacts of ML/AI applications in Earth System Modeling

Autoren: Filippo Dainelli, Amirpasha Mozaffari, Marina Castaño, Aina Gaya i Àvila, Lluís Palma Garcia, Alessio Melli, Oscar Dimdore Miles, Amanda Duarte
Herausgeber: ECML PKDD 2026 workshop

Towards Uniformity and Alignment for Multimodal Representation Learning

Autoren: Wenzhe Yin , Pan Zhou, Zehao Xiao, Jie Liu, Shujian Yu, Jan-Jakob Sonke, Efstratios Gavves
Herausgeber: ICML

FedMVP: Federated Multimodal Visual Prompt Tuning for Vision-Language Models

Autoren: Mainak Singha, Subhankar Roy, Sarthak Mehrotra, Ankit Jha, Moloud Abdar, Biplab Banerjee, Elisa Ricci
Veröffentlicht in: 2025 IEEE/CVF International Conference on Computer Vision (ICCV), 2026
Herausgeber: IEEE
DOI: 10.1109/ICCV51701.2025.01660

Show Me Examples: Inferring Visual Concepts from Image Sets

Autoren: Nick Stracke, Kolja Bauer, Stefan Andreas Baumann, Miguel Angel Bautista, Josh Susskind, Björn Ommer
Herausgeber: European Conference on Computer Vision - ECCV

From Driving Videos to Simulatable Scenarios

Autoren: Alexandre Levy, Ernest Valveny Llobet, Antonio M. Lopez
Herausgeber: IEEE Intelligent Transportation Systems Conference (ITSC)

The Devil Is in Gradient Entanglement: Energy-Aware Gradient Coordinator for Robust Generalized Category Discovery

Autoren: Haiyang Zheng, Nan Pu, Yaqi Cai, Teng Long, Wenjing Li, Nicu Sebe, Zhun Zhong
Herausgeber: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Decompose, Compare, and Decide: Multimodal LLMs are Implicit Few-Shot Learners

Autoren: Yunhan Wang, Eshika Khandelwal, Edson Araujo, Walid Bousselham, Nina Shvetsova, Hilde Kuehne
Herausgeber: ECCV

Personalizing MLLMs via Reinforced Multimodal Reference Game

Autoren: Deepayan Das, Davide Talon, Yiming Wang, Massimiliano Mancini, Elisa Ricci
Herausgeber: ECCV

H <sub>2</sub> OT: Hierarchical Hourglass Tokenizer for Efficient Video Pose Transformers

Autoren: Wenhao Li, Mengyuan Liu, Hong Liu, Pichao Wang, Shijian Lu, Nicu Sebe
Veröffentlicht in: IEEE Transactions on Pattern Analysis and Machine Intelligence, Ausgabe 48, 2025, ISSN 0162-8828
Herausgeber: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TPAMI.2025.3608284

Towards Stable Source-Free Domain Adaptive Semantic Segmentation

Autoren: Dong Zhao, Qi Zang, Nan Pu, Jinlong Li, Shuang Wang, Nicu Sebe, Zhun Zhong
Veröffentlicht in: International Journal of Computer Vision, Ausgabe 134, 2026, ISSN 0920-5691
Herausgeber: Springer Science and Business Media LLC
DOI: 10.1007/S11263-026-02929-6

GateRA: Token-aware Modulation for Parameter-Efficient Fine-tuning

Autoren: Jie Ou, Shuaihong Jiang, Yingjun Du, Cees G. M. Snoek
Veröffentlicht in: Proceedings of the AAAI Conference on Artificial Intelligence, Ausgabe 40, 2026, ISSN 2374-3468
Herausgeber: Association for the Advancement of Artificial Intelligence (AAAI)
DOI: 10.1609/AAAI.V40I38.40538

Bridging modalities: a Survey and Taxonomy of Automated Multimodal Machine Learning (MMAutoML)

Autoren: Blaž Škrlj, Aljaž Osojnik
Veröffentlicht in: Artificial Intelligence Review, 2026, ISSN 1573-7462
Herausgeber: Springer Science and Business Media LLC
DOI: 10.1007/S10462-026-11624-4

Fully- and semi-supervised hierarchical multi-label image classification with graph learning

Autoren: Marjan Stoimchev, Boshko Koloski, Jurica Levatić, Dragi Kocev, Sašo Džeroski
Veröffentlicht in: Information Sciences, Ausgabe 754, 2026, ISSN 0020-0255
Herausgeber: Elsevier BV
DOI: 10.1016/J.INS.2026.123641

The rise of AI in weather and climate information and its impact on global inequality

Autoren: Amirpasha Mozaffari, Amanda Duarte, Lina Teckentrup, Stefano Materia, Gina E. C. Charnley, Lluís Palma, Eulália Baulenas, Dragana Bojovic, Paula Checchia, Aude Carréric, Francisco Doblas-Reyes
Veröffentlicht in: npj Climate Action, 2026, ISSN 2731-9814
Herausgeber: Springer Science and Business Media LLC
DOI: 10.1038/S44168-026-00412-Z

GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative Models

Autoren: Moreno D’Incà, Elia Peruzzo, Massimiliano Mancini, Xingqian Xu, Humphrey Shi, Nicu Sebe
Veröffentlicht in: IEEE Transactions on Pattern Analysis and Machine Intelligence, Ausgabe 47, 2025, ISSN 0162-8828
Herausgeber: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TPAMI.2025.3592901

Multimodal-Conditioned Latent Diffusion Models for Fashion Image Editing

Autoren: Alberto Baldrati, Davide Morelli, Marcella Cornia, Marco Bertini, Rita Cucchiara
Veröffentlicht in: ACM Transactions on Multimedia Computing, Communications, and Applications, Ausgabe 22, 2026, ISSN 1551-6857
Herausgeber: Association for Computing Machinery (ACM)
DOI: 10.1145/3789212

The Aloe Family recipe for open and specialized healthcare LLMs

Autoren: Dario Garcia-Gasulla, Jordi Bayarri-Planas, Ashwin Kumar Gururajan, Enrique Lopez-Cuena, Adrian Tormos, Daniel Hinjos, Pablo Bernabeu-Perez, Anna Arias-Duart, Pablo Agustin Martin-Torres, Marta Gonzalez-Mallo, Sergio Alvarez-Napagao, Eduard Ayguadé-Parra, Ulises Cortés
Veröffentlicht in: npj Digital Medicine, Ausgabe 9, 2026, ISSN 2398-6352
Herausgeber: Springer Science and Business Media LLC
DOI: 10.1038/S41746-026-02637-Y

Generalized Fine-Grained Category Discovery with Multi-Granularity Conceptual Experts

Autoren: Haiyang Zheng, Nan Pu, Wenjing Li, Nicu Sebe, Zhun Zhong
Veröffentlicht in: International Journal of Computer Vision, Ausgabe 134, 2026, ISSN 0920-5691
Herausgeber: Springer Science and Business Media LLC
DOI: 10.1007/S11263-026-02970-5

ICDAR2026 Competition on Multimodal Reasoning over Documents in Multiple Domains

Autoren: Artemis Llabrés, Marc Serra Ortega, Tomàs Ockier, Samuel Ortega Cuadra, Amritpal Singh, Christos Georgakilas, Andrey Barsky, Ernest Valveny, Dimosthenis Karatzas
Veröffentlicht in: Lecture Notes in Computer Science, Document Analysis and Recognition – ICDAR 2026, 2026
Herausgeber: Springer Nature Switzerland
DOI: 10.1007/978-3-032-36042-7_20

Veröffentlichungen

Herunterladen Den Inhalt der Seite herunterladen

European Large Open Multi-Modal Foundation Models For Robust Generalization On Arbitrary Data Streams

Projektergebnisse

Veröffentlichungen

Herunterladen Den Inhalt der Seite herunterladen