Title
Explaining Vision GNNs: A Semantic and Visual Analysis of Graph-based Image Classification Nikolaos Chaidos Angeliki Dimitriou Nikolaos Spanos Athanasios Voulodimos Giorgos Stamou 43 1 0 28 Apr 2025
Neural network task specialization via domain constraining Roman Malashin Daniil Ilyukhin 49 0 0 28 Apr 2025
Fast and Robust Speckle Pattern Authentication by Scale Invariant Feature Transform algorithm in Physical Unclonable Functions G. Lio Mauro Daniel Luigi Bruno F. Riboli S. Nocentini Antonio Ferraro 54 0 0 28 Apr 2025
Breast Cancer Detection from Multi-View Screening Mammograms with Visual Prompt Tuning Han Chen Anne L. Martel 54 0 0 28 Apr 2025
MERA: Multimodal and Multiscale Self-Explanatory Model with Considerably Reduced Annotation for Lung Nodule Diagnosis Jiahao Lu Chong Yin Silvia Ingala Kenny Erleben M. Nielsen S. Darkner 59 0 0 27 Apr 2025
Leveraging Multi-Modal Saliency and Fusion for Gaze Target Detection Athul M. Mathew Arshad Ali Khan Thariq Khalid Faroq AL-Tam R. Souissi 94 1 0 27 Apr 2025
Swapped Logit Distillation via Bi-level Teacher Alignment Stephen Ekaputra Limantoro Jhe-Hao Lin Chih-Yu Wang Yi-Lung Tsai Hong-Han Shuai Ching-Chun Huang Wen-Huang Cheng 54 0 0 27 Apr 2025
Examining the Impact of Optical Aberrations to Image Classification and Object Detection Models Patrick Müller Alexander Braun M. Keuper 59 0 0 25 Apr 2025
Co-Training with Active Contrastive Learning and Meta-Pseudo-Labeling on 2D Projections for Deep Semi-Supervised Learning David Aparco-Cardenas Jancarlo F. Gomes Alexandre X. Falcão Pedro J. de Rezende 48 0 0 25 Apr 2025
DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks Yinqi Li Hong Chang Ruibing Hou Shiguang Shan Xilin Chen DiffM 57 0 0 24 Apr 2025
A Decade of You Only Look Once (YOLO) for Object Detection Leo Thomas Ramos Angel D. Sappa 66 0 0 24 Apr 2025
A Genealogy of Multi-Sensor Foundation Models in Remote Sensing Kevin Lane Morteza Karimzadeh 41 0 0 24 Apr 2025
TableCenterNet: A one-stage network for table structure recognition Anyi Xiao Cihui Yang LMTD 54 0 0 24 Apr 2025
Hyper-Transforming Latent Diffusion Models I. Peis Batuhan Koyuncu Isabel Valera J. Frellsen 34 0 0 23 Apr 2025
What Makes for a Good Saliency Map? Comparing Strategies for Evaluating Saliency Maps in Explainable AI (XAI) Felix Kares Timo Speith Hanwei Zhang Markus Langer FAtt XAI 40 0 0 23 Apr 2025
Seeking Flat Minima over Diverse Surrogates for Improved Adversarial Transferability: A Theoretical Framework and Algorithmic Instantiation Meixi Zheng Kehan Wu Yanbo Fan Rui Huang Baoyuan Wu AAML 41 0 0 23 Apr 2025
DataS^3: Dataset Subset Selection for Specialization Neha Hulkund Alaa Maalouf Levi Cai Daniel Yang Tsun-Hsuan Wang ... Ken Goldberg Hannah Kerner Irene Chen Yogesh A. Girdhar Sara Beery 33 0 0 22 Apr 2025
An XAI-based Analysis of Shortcut Learning in Neural Networks Phuong Quynh Le Jorg Schlotterer Christin Seifert AAML 29 0 0 22 Apr 2025
DualOptim: Enhancing Efficacy and Stability in Machine Unlearning with Dual Optimizers Xuyang Zhong Haochen Luo Chen Liu MU 32 0 0 22 Apr 2025
EmoSEM: Segment and Explain Emotion Stimuli in Visual Art Jing Zhang Dan Guo Zhangbin Li Meng Wang 36 0 0 20 Apr 2025
REDEditing: Relationship-Driven Precise Backdoor Poisoning on Text-to-Image Diffusion Models Chongye Guo Jinhu Fu Junfeng Fang Kun Wang Guorui Feng 46 0 0 20 Apr 2025
From Missing Pieces to Masterpieces: Image Completion with Context-Adaptive Diffusion Pourya Shamsolmoali Masoumeh Zareapoor Huiyu Zhou Michael Felsberg Dacheng Tao Xuelong Li DiffM 39 0 0 19 Apr 2025
Enhancing Multimodal In-Context Learning for Image Classification through Coreset Optimization Huiyi Chen Jiawei Peng Kaihua Tang Xin Geng Xu Yang 32 0 0 19 Apr 2025
Post-pre-training for Modality Alignment in Vision-Language Foundation Models Shinýa Yamaguchi Dewei Feng Sekitoshi Kanai Kazuki Adachi Daiki Chijiwa VLM 34 1 0 17 Apr 2025
Mind2Matter: Creating 3D Models from EEG Signals Xia Deng Tian Jin Jiale Zhou Lei Li DiffM 36 0 0 16 Apr 2025
Enhancing Out-of-Distribution Detection with Extended Logit Normalization Yifan Ding Xixi Liu Jonas Unger Gabriel Eilertsen OODD 36 0 0 15 Apr 2025
When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers Hongkang Li Yihua Zhang Shuai Zhang Ming Wang Sijia Liu Pin-Yu Chen MoMe 71 4 0 15 Apr 2025
Enhancing Features in Long-tailed Data Using Large Vision Model Pengxiao Han Changkun Ye Jinguang Tong Cuicui Jiang Jie Hong Li Fang Xuesong Li VLM 36 0 0 15 Apr 2025
MiMu: Mitigating Multiple Shortcut Learning Behavior of Transformers Lili Zhao Qi Liu Wei-neng Chen Lu Chen R.-H. Sun Min Hou Yang Wang Shijin Wang 31 0 0 14 Apr 2025
Semantic Depth Matters: Explaining Errors of Deep Vision Networks through Perceived Class Similarities Katarzyna Filus Michał Romaszewski Mateusz Żarski 33 0 0 14 Apr 2025
A Model Zoo of Vision Transformers Damian Falk Léo Meynent Florence Pfammatter Konstantin Schurholt Damian Borth 34 0 0 14 Apr 2025
Learning Occlusion-Robust Vision Transformers for Real-Time UAV Tracking You Wu Xucheng Wang Xiangyang Yang Mengyuan Liu Dan Zeng Hengzhou Ye Shuiwang Li 34 0 0 12 Apr 2025
Exploring Synergistic Ensemble Learning: Uniting CNNs, MLP-Mixers, and Vision Transformers to Enhance Image Classification Mk Bashar Ocean Monjur Samia Islam Mohammad Galib Shams Niamul Quader UQCV 37 0 0 12 Apr 2025
Query-based Knowledge Transfer for Heterogeneous Learning Environments Norah Alballa Wenxuan Zhang Ziquan Liu A. Abdelmoniem Mohamed Elhoseiny Marco Canini 38 0 0 12 Apr 2025
Heart Failure Prediction using Modal Decomposition and Masked Autoencoders for Scarce Echocardiography Databases Andrés Bell-Navas M. Villalba-Orero Enrique Lara Pezzi J. Garicano-Mena S. L. Clainche 58 0 0 10 Apr 2025
Breaking the Barriers: Video Vision Transformers for Word-Level Sign Language Recognition Alexander Brettmann Jakob Grävinghoff Marlene Rüschoff Marie Westhues SLR 56 0 0 10 Apr 2025
A Meaningful Perturbation Metric for Evaluating Explainability Methods Danielle Cohen Hila Chefer Lior Wolf AAML 25 0 0 09 Apr 2025
A Scalable Approach to Clustering Embedding Projections Donghao Ren Fred Hohman Dominik Moritz 22 1 0 09 Apr 2025
UKBOB: One Billion MRI Labeled Masks for Generalizable 3D Medical Image Segmentation Emmanuelle Bourigault A. Jamaludin Abdullah Hamdi 30 0 0 09 Apr 2025
CAT: Circular-Convolutional Attention for Sub-Quadratic Transformers Yoshihiro Yamada ViT 30 0 0 09 Apr 2025
Are We Done with Object-Centric Learning? Alexander Rubinstein Ameya Prabhu Matthias Bethge Seong Joon Oh OCL 710 0 0 09 Apr 2025
Latent Diffusion U-Net Representations Contain Positional Embeddings and Anomalies Jonas Loos Lorenz Linhardt 26 0 0 09 Apr 2025
Objaverse++: Curated 3D Object Dataset with Quality Annotations Chendi Lin Heshan Liu Qunshu Lin Zachary Bright Shitao Tang Yihui He Minghao Liu Ling Zhu Cindy X. Le 197 0 0 09 Apr 2025
FedEFC: Federated Learning Using Enhanced Forward Correction Against Noisy Labels Seunghun Yu Jin-Hyun Ahn Joonhyuk Kang FedML 53 0 0 08 Apr 2025
Memory-Modular Classification: Learning to Generalize with Memory Replacement Dahyun Kang Ahmet Iscen Eunchan Jo Sua Choi Minsu Cho Cordelia Schmid VLM KELM OffRL 45 0 0 08 Apr 2025
DFormerv2: Geometry Self-Attention for RGBD Semantic Segmentation Bo Yin Jiao-Long Cao Ming-Ming Cheng Qibin Hou 3DPC MDE 50 0 0 07 Apr 2025
Taxonomy-Aware Evaluation of Vision-Language Models Vésteinn Snæbjarnarson Kevin Du Niklas Stoehr Serge Belongie Ryan Cotterell Nico Lang Stella Frank 37 0 0 07 Apr 2025
Contour Integration Underlies Human-Like Vision Ben Lonnqvist Elsa Scialom Abdülkadir Gökce Zehra Merchant Michael H. Herzog Martin Schrimpf VLM 44 0 0 07 Apr 2025
Studying Image Diffusion Features for Zero-Shot Video Object Segmentation Thanos Delatolas Vicky S. Kalogeiton Dim P. Papadopoulos DiffM VOS 50 1 0 07 Apr 2025
Intermediate Layer Classifiers for OOD generalization Arnas Uselis Seong Joon Oh OOD 56 0 0 07 Apr 2025