Title
P-TAME: Explain Any Image Classifier with Trained Perturbations Mariano V. Ntrougkas Vasileios Mezaris Ioannis Patras AAML FAtt 73 0 0 29 Jan 2025
B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable Shreyash Arya Sukrut Rao Moritz Bohle Bernt Schiele 199 3 0 28 Jan 2025
BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity Zahra Gharaee Joakim Bruslund Haurum ZeMing Gong Pablo Millán Arias Nicholas Pellegrino ... Lila Kari Lila Kari Graham W. Taylor Paul Fieguth Angel X. Chang 143 11 0 28 Jan 2025
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets? Utku Ozbulak Esla Timothy Anzaku Solha Kang W. D. Neve J. Vankerschaver 162 0 0 28 Jan 2025
Controllable Forgetting Mechanism for Few-Shot Class-Incremental Learning Kirill Paramonov Mete Ozay Eunju Yang J. Moon Umberto Michieli 109 0 0 28 Jan 2025
Cross-D Conv: Cross-Dimensional Transferable Knowledge Base via Fourier Shifting Operation Mehmet Can Yavuz Yang Yang MedIm 144 0 0 28 Jan 2025
Color Flow Imaging Microscopy Improves Identification of Stress Sources of Protein Aggregates in Biopharmaceuticals Michaela Cohrs Shiwoo Koak Yejin Lee Yu Jin Sung W. D. Neve Hristo L. Svilenov Utku Ozbulak 91 0 0 28 Jan 2025
Hardware-Aware DNN Compression for Homogeneous Edge Devices Kunlong Zhang Guiying Li Ning Lu Peng Yang K. Tang 143 0 0 28 Jan 2025
Multiple Queries with Multiple Keys: A Precise Prompt Matching Paradigm for Prompt-based Continual Learning Dunwei Tu Huiyu Yi Yanjie Wang Baile Xu Jian Zhao Furao Shen CLL 200 0 0 28 Jan 2025
CVOCSemRPL: Class-Variance Optimized Clustering, Semantic Information Injection and Restricted Pseudo Labeling based Improved Semi-Supervised Few-Shot Learning Rhythm Baghel Souvik Maji Pratik Mazumder 147 0 0 24 Jan 2025
LDR-Net: A Novel Framework for AI-generated Image Detection via Localized Discrepancy Representation Jiaxin Chen Miao Hu Dengyong Zhang Yun Song Xin Liao 71 0 0 23 Jan 2025
One-Class Domain Adaptation via Meta-Learning Stephanie Holly T. Bierweiler Stefan von Dosky Ahmed Frikha C. Heitzinger Jana Eder 187 0 0 22 Jan 2025
Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Haoyu Zhang Raghavendra Ramachandra Kiran Raja C. Busch 183 6 0 20 Jan 2025
PIXELS: Progressive Image Xemplar-based Editing with Latent Surgery Shristi Das Biswas Matthew Shreve Xuelu Li Prateek Singhal Kaushik Roy DiffM 123 1 0 20 Jan 2025
Elucidating the Design Space of Dataset Condensation Shitong Shao Zikai Zhou Huanran Chen Zhiqiang Shen DD 191 11 0 20 Jan 2025
3rd Workshop on Maritime Computer Vision (MaCVi) 2025: Challenge Results Benjamin Kiefer Lojze Žust Jon Muhovič Matej Kristan J. Pers ... Ashraf Saleem Ching-Heng Cheng Yu-Fan Lin Tzu-Yu Lin Chih-Chung Hsu 86 1 0 20 Jan 2025
Know "No'' Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP J. Park Jungbeom Lee Jongyoon Song Sangwon Yu Dahuin Jung Sungroh Yoon 125 3 0 19 Jan 2025
Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental Learning Parinita Nema V. Kurmi CLL 152 0 0 17 Jan 2025
VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance Divyansh Srivastava Beatriz Cabrero-Daniel Christian Berger VLM 195 15 0 17 Jan 2025
Self-supervised Transformation Learning for Equivariant Representations Jaemyung Yu Jaehyun Choi Dong-Jae Lee H. Hong Junmo Kim 103 1 0 15 Jan 2025
EmoNeXt: an Adapted ConvNeXt for Facial Emotion Recognition Yassine El Boudouri Amine Bohi 184 17 0 14 Jan 2025
Collaborative Learning for 3D Hand-Object Reconstruction and Compositional Action Recognition from Egocentric RGB Videos Using Superquadrics Tze Ho Elden Tse Runyang Feng Linfang Zheng Jiho Park Yixing Gao Jihie Kim A. Leonardis H. Chang 134 0 0 13 Jan 2025
Video Quality Assessment for Online Processing: From Spatial to Temporal Sampling Jiebin Yan Lei Wu Yuming Fang Xuelin Liu Xue Xia Weide Liu 391 2 0 13 Jan 2025
Towards Counterfactual and Contrastive Explainability and Transparency of DCNN Image Classifiers Syed Ali Tariq Tehseen Zia Mubeen Ghafoor AAML 192 7 0 12 Jan 2025
COMIX: Compositional Explanations using Prototypes S. Sivaprasad D. Kangin Plamen Angelov Mario Fritz 447 0 0 10 Jan 2025
Merging Feed-Forward Sublayers for Compressed Transformers Neha Verma Kenton W. Murray Kevin Duh AI4CE 165 0 0 10 Jan 2025
CAMs as Shapley Value-based Explainers Huaiguang Cai FAtt 90 1 0 09 Jan 2025
Solving the Catastrophic Forgetting Problem in Generalized Category Discovery Xinzi Cao Xiawu Zheng G. Wang Weijiang Yu Chunjiang Ge Ke Li Yutong Lu Yonghong Tian CLL 164 6 0 09 Jan 2025
Comparison of Neural Models for X-ray Image Classification in COVID-19 Detection Jimi Togni Romis Attux 57 0 0 08 Jan 2025
FrontierNet: Learning Visual Cues to Explore Boyang Sun Hanzhi Chen Stefan Leutenegger Cesar Cadena Marc Pollefeys Hermann Blum 163 1 0 08 Jan 2025
Grokking at the Edge of Numerical Stability Lucas Prieto Melih Barsbey Pedro A.M. Mediano Tolga Birdal 163 5 0 08 Jan 2025
XGeM: A Multi-Prompt Foundation Model for Multimodal Medical Data Generation Daniele Molino Francesco Di Feola E. Faiella Deborah Fazzini D. Santucci Linlin Shen V. Guarrasi Paolo Soda SyDa MedIm 129 1 0 08 Jan 2025
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation Jintao Guo Lei Qi Yinghuan Shi Yang Gao 106 2 0 08 Jan 2025
Normalizing Batch Normalization for Long-Tailed Recognition Yuxiang Bao Guoliang Kang Linlin Yang Xiaoyue Duan Bo Zhao Baochang Zhang MQ 121 0 0 06 Jan 2025
PiLaMIM: Toward Richer Visual Representations by Integrating Pixel and Latent Masked Image Modeling Junmyeong Lee Eui Jun Hwang Sukmin Cho Jong C. Park 100 0 0 06 Jan 2025
Human Gaze Boosts Object-Centered Representation Learning Timothy Schaumlöffel A. Aubret Gemma Roig Jochen Triesch 134 0 0 06 Jan 2025
Quantum Cognition-Inspired EEG-based Recommendation via Graph Neural Networks Jinkun Han Wei Li Yongqian Li Zhipeng Cai 144 2 0 05 Jan 2025
Understanding How Nonlinear Layers Create Linearly Separable Features for Low-Dimensional Data Alec S. Xu Can Yaras Peng Wang Q. Qu 107 1 0 04 Jan 2025
Self-Supervised Likelihood Estimation with Energy Guidance for Anomaly Segmentation in Urban Scenes Yuanpeng Tu Yuxi Li Boshen Zhang Liang Liu Jing Zhang Yun Wang C. Zhao 267 4 0 03 Jan 2025
Familiarity-Based Open-Set Recognition Under Adversarial Attacks Philip Enevoldsen Christian Gundersen Nico Lang Serge Belongie Christian Igel 144 1 0 03 Jan 2025
Instruction-Guided Scene Text Recognition Yongkun Du Z. Chen Yuchen Su Caiyan Jia Yu-Gang Jiang 248 3 0 03 Jan 2025
Combating Label Noise With A General Surrogate Model For Sample Selection Chao Liang Linchao Zhu Humphrey Shi Yi Yang VLM NoLa 128 2 0 31 Dec 2024
M-Tuning: Prompt Tuning with Mitigated Label Bias in Open-Set Scenarios Ning Liao Xiaopeng Zhang Minglu Cao Junchi Yan VPVLM VLM 194 0 0 31 Dec 2024
PTQ4VM: Post-Training Quantization for Visual Mamba Jun-gyu Jin Changhun Lee Seonggon Kim Eunhyeok Park MQ Mamba 138 2 0 29 Dec 2024
Unprejudiced Training Auxiliary Tasks Makes Primary Better: A Multi-Task Learning Perspective Yuanze Li Chun-Mei Feng Qilong Wang Guanglei Yang Wangmeng Zuo 60 0 0 27 Dec 2024
A Toolkit for Virtual Reality Data Collection Tim Rolff Niklas Hypki Markus Lappe Frank Steinicke 46 0 0 23 Dec 2024
Modality-Aware Shot Relating and Comparing for Video Scene Detection Jiawei Tan Hongxing Wang Kang Dang Jiaxin Li Zhilong Ou 80 0 0 23 Dec 2024
Hierarchically Gated Experts for Efficient Online Continual Learning Kevin Luong Michael Thielscher CLL OffRL 131 0 0 22 Dec 2024
Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature Yichen Wang Yuxuan Chou Ziqi Zhou Hangtao Zhang Wei Wan Shengshan Hu Minghui Li AAML 172 5 0 22 Dec 2024
Adaptive Dataset Quantization Muquan Li Dongyang Zhang Qiang Dong Xiurui Xie Ke Qin DD MQ 135 0 0 22 Dec 2024