Title
DORAEMON: A Unified Library for Visual Object Modeling and Representation Learning at Scale Ke Du Yimin Peng Chao Gao Fan Zhou Siqiao Xue 36 0 0 06 Nov 2025
AIM: Software and Hardware Co-design for Architecture-level IR-drop Mitigation in High-performance PIMInternational Symposium on Computer Architecture (ISCA), 2025 Y. Zhang Xing Hu Xi Chen Zhihang Yuan Cong Li ... Xin Si Wei Gao Qiang Wu Runsheng Wang Guangyu Sun 53 0 0 06 Nov 2025
ISC-Perception: A Hybrid Computer Vision Dataset for Object Detection in Novel Steel Assembly Miftahur Rahman Samuel Adebayo Dorian A. Acevedo-Mejia David Hester Daniel McPolin Karen Rafferty Debra F. Laefer 32 0 0 05 Nov 2025
Imitation Learning in the Deep Learning Era: A Novel Taxonomy and Recent Advances Iason Chrysomallis Georgios Chalkiadakis OOD 133 0 0 05 Nov 2025
Beyond Softmax: Dual-Branch Sigmoid Architecture for Accurate Class Activation Maps Yoojin Oh Junhyug Noh 137 0 0 05 Nov 2025
AI-Generated Image Detection: An Empirical Study and Future Research Directions Nusrat Tasnim Kutub Uddin K. Malik AAML 140 0 0 04 Nov 2025
Learning with less: label-efficient land cover classification at very high spatial resolution using self-supervised deep learning Dakota Hester Vitor S. Martins Lucas B. Ferreira Thainara M. A. Lima SSL 273 0 0 04 Nov 2025
CFL: On the Use of Characteristic Function Loss for Domain Alignment in Machine Learning Abdullah Almansour Ozan Tonguz OOD 100 0 0 04 Nov 2025
Wave-Particle (Continuous-Discrete) Dualistic Visual Tokenization for Unified Understanding and Generation Yizhu Chen Chen Ju Z. Wang Shuai Xiao X. Chen Jinsong Lan Xiaoyong Zhu Ying Chen 51 0 0 03 Nov 2025
Why Federated Optimization Fails to Achieve Perfect Fitting? A Theoretical Perspective on Client-Side Optima Zhongxiang Lei Qi Yang Ping Qiu Gang Zhang Yuanchi Ma Jinyan Liu FedML 211 0 0 01 Nov 2025
Leveraging Hierarchical Image-Text Misalignment for Universal Fake Image Detection D. Zhang Tong Zhang Jianmin Bao Shiming Ge Sabine Süsstrunk 57 0 0 01 Nov 2025
Gaussian Combined Distance: A Generic Metric for Object DetectionIEEE Geoscience and Remote Sensing Letters (GRSL), 2025 Ziqian Guan Xieyi Fu Pengjun Huang Hengyuan Zhang Hubin Du Yongtao Liu Yinglin Wang Qang Ma 50 0 0 31 Oct 2025
FedSM: Robust Semantics-Guided Feature Mixup for Bias Reduction in Federated Learning with Long-Tail Data J. Zhang Yimeng Xu Shujie Li Feng Liang Haihan Duan Yanjie Dong Victor C.M. Leung Xiping Hu 72 0 0 31 Oct 2025
Soft Task-Aware Routing of Experts for Equivariant Representation Learning Jaebyeong Jeon Hyeonseo Jang Jy-yong Sohn Kibok Lee 45 0 0 31 Oct 2025
Masked Diffusion Captioning for Visual Feature Learning Chao Feng Zihao Wei Andrew Owens DiffM 167 0 0 30 Oct 2025
Emu3.5: Native Multimodal Models are World Learners Yufeng Cui Honghao Chen Haoge Deng X. Y. Huang Xinghang Li ... Zhuo Chen Yulong Ao Tiejun Huang Zhongyuan Wang Xinlong Wang MLLM VGen 348 6 0 30 Oct 2025
FaCT: Faithful Concept Traces for Explaining Neural Network Decisions Amin Parchami-Araghi Sukrut Rao Jonas Fischer Bernt Schiele FAtt 148 0 0 29 Oct 2025
Region-CAM: Towards Accurate Object Regions in Class Activation Maps for Weakly Supervised Learning Tasks Qingdong Cai Charith Abhayaratne WSOL VLM 246 0 0 29 Oct 2025
Active Learning with Task-Driven Representations for Messy Pools Kianoosh Ashouritaklimi Tom Rainforth SSL CLL 318 0 0 29 Oct 2025
Enhancing Pre-trained Representation Classifiability can Boost its InterpretabilityInternational Conference on Learning Representations (ICLR), 2025 Shufan Shen Zhaobo Qi Junshu Sun Qingming Huang Qi Tian Shuhui Wang FAtt 316 4 0 28 Oct 2025
Kernelized Sparse Fine-Tuning with Bi-level Parameter Competition for Vision Models Shufan Shen Junshu Sun Shuhui Wang Qingming Huang 76 0 0 28 Oct 2025
Does Object Binding Naturally Emerge in Large Pretrained Vision Transformers? Yihao Li Saeed Salehi Lyle Ungar Konrad Paul Kording OCL 230 0 0 28 Oct 2025
Fair Indivisible Payoffs through Shapley Value Mikołaj Czarnecki Michał Korniak Oskar Skibski Piotr Skowron FAtt 202 0 0 28 Oct 2025
Beyond Objects: Contextual Synthetic Data Generation for Fine-Grained Classification William Yang Xindi Wu Zhiwei Deng Esin Tureci Olga Russakovsky DiffM 66 0 0 28 Oct 2025
From Memorization to Reasoning in the Spectrum of Loss Curvature Jack Merullo Srihita Vatsavaya Lucius Bushnaq Owen Lewis 118 0 0 28 Oct 2025
Resi-VidTok: An Efficient and Decomposed Progressive Tokenization Framework for Ultra-Low-Rate and Lightweight Video Transmission Zhenyu Liu Yi Ma Rahim Tafazolli Z. Ding 62 0 0 28 Oct 2025
Improving the Straight-Through Estimator with Zeroth-Order Information Ningfeng Yang Tor M. Aamodt FedML 192 0 0 27 Oct 2025
Adaptive Stochastic Coefficients for Accelerating Diffusion Sampling Ruoyu Wang B. Zhu J. Li Liangyu Yuan Chi Zhang DiffM 104 0 0 27 Oct 2025
Rethinking Inference Placement for Deep Learning across Edge and Cloud Platforms: A Multi-Objective Optimization Perspective and Future Directions Zongshun Zhang I. Matta 88 0 0 27 Oct 2025
Symmetria: A Synthetic Dataset for Learning in Point Clouds I. Sipiran Gustavo Santelices Lucas Oyarzún A. Ranieri C. Romanengo S. Biasotti B. Falcidieno 56 0 0 27 Oct 2025
The Benchmarking Epistemology: Construct Validity for Evaluating Machine Learning Models Timo Freiesleben Sebastian Zezulka 38 0 0 27 Oct 2025
MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding Xin Jin Siyuan Li Siyong Jian Kai Yu Huan Wang 60 0 0 27 Oct 2025
Beyond Augmentation: Leveraging Inter-Instance Relation in Self-Supervised Representation LearningIEEE Signal Processing Letters (IEEE SPL), 2025 Ali Javidani Babak N. Araabi Mohammad Amin Sadeghi SSL 149 0 0 25 Oct 2025
GALA: A GlobAl-LocAl Approach for Multi-Source Active Domain Adaptation Lixian Zhang Peifeng Zhang Yibin Wen Qingmei Li Yang Zhang Haohuan Fu 60 0 0 25 Oct 2025
GRAID: Enhancing Spatial Reasoning of VLMs Through High-Fidelity Data Generation Karim Elmaaroufi Liheng Lai Justin Svegliato Yutong Bai Sanjit A. Seshia Matei A. Zaharia 106 0 0 25 Oct 2025
Bridging the gap to real-world language-grounded visual concept learning Whie Jung Semin Kim Junee Kim Seunghoon Hong 95 0 0 24 Oct 2025
Cost-Sensitive Freeze-thaw Bayesian Optimization for Efficient Hyperparameter Tuning Dong Bok Lee Aoxuan Silvia Zhang Byungjoo Kim Junhyeon Park Steven Adriaensen J. H. Lee Sung Ju Hwang Hae Beom Lee 86 0 0 24 Oct 2025
Knowledge-Driven Vision-Language Model for Plexus Detection in Hirschsprung's Disease Youssef Megahed Atallah Madi Dina El Demellawy Adrian D. C. Chan MedIm 53 2 0 24 Oct 2025
Automated Detection of Visual Attribute Reliance with a Self-Reflective Agent Christy Li Josep Lopez Camunas Jake Thomas Touchet Jacob Andreas Àgata Lapedriza Antonio Torralba Tamar Rott Shaham 95 0 0 24 Oct 2025
Caption-Driven Explainability: Probing CNNs for Bias via CLIP Patrick Koller Amil Dravid Guido M. Schuster Aggelos K. Katsaggelos 66 0 0 24 Oct 2025
Randomized-MLP Regularization Improves Domain Adaptation and Interpretability in DINOv2 Joel Valdivia Ortega Lorenz Lamm Franziska Eckardt Benedikt Schworm Marion Jasnin Tingying Peng MedIm 36 0 0 24 Oct 2025
Controllable-LPMoE: Adapting to Challenging Object Segmentation via Dynamic Local Priors from Mixture-of-Experts Yanguang Sun Jiawei Lian Jian Yang Lei Luo 48 0 0 24 Oct 2025
More Than Memory Savings: Zeroth-Order Optimization Mitigates Forgetting in Continual Learning Wanhao Yu Zheng Wang Shuteng Niu Sen Lin Li Yang CLL 120 0 0 23 Oct 2025
Elementary, My Dear Watson: Non-Invasive Neural Keyword Spotting in the LibriBrain Dataset Gereon Elvers Gilad Landau Oiwi Parker Jones 90 0 0 23 Oct 2025
Generative AI in Depth: A Survey of Recent Advances, Model Variants, and Real-World ApplicationsJournal of Big Data (JBD), 2025 Shamim Yazdani Akansha Singh N. Saxena Sribala Vidyadhari Chinta Avash Palikhe Deng Pan Umapada Pal Jie Yang Wenbin Zhang 108 2 0 23 Oct 2025
DyPE: Dynamic Position Extrapolation for Ultra High Resolution Diffusion Noam Issachar Guy Yariv Sagie Benaim Yossi Adi Dani Lischinski Raanan Fattal 72 0 0 23 Oct 2025
Matrix-Free Least Squares Solvers: Values, Gradients, and What to Do With Them Hrittik Roy Søren Hauberg Nicholas Krämer 74 1 0 22 Oct 2025
Transformed Multi-view 3D Shape Features with Contrastive Learning Márcus Vinícius Lobo Costa Sherlon Almeida da Silva Bárbara Caroline Benato Leo Sampaio Ferraz Ribeiro Moacir Antonelli Ponti ViT 36 0 0 22 Oct 2025
AMAuT: A Flexible and Efficient Multiview Audio Transformer Framework Trained from Scratch Weichuang Shao I. Liao Tomas Henrique Bode Maul T. Chandesa 68 1 0 22 Oct 2025
A New Type of Adversarial Examples Xingyang Nie Guojie Xiao Su Pan Biao Wang Huilin Ge Tao Fang AAML SILM 232 0 0 22 Oct 2025