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PM-MOE: Mixture of Experts on Private Model Parameters for Personalized Federated Learning Yu Feng Yangli-ao Geng Yifan Zhu Zongfu Han Xie Yu Kaiwen Xue Haoran Luo Mengyang Sun Guangwei Zhang Meina Song FedML MoE 73 0 0 01 Feb 2025
Laser: Efficient Language-Guided Segmentation in Neural Radiance Fields Xingyu Miao Haoran Duan Yang Bai Tejal Shah Jun Song Yang Long R. Ranjan Ling Shao 84 4 0 31 Jan 2025
Spend Wisely: Maximizing Post-Training Gains in Iterative Synthetic Data Boostrapping Pu Yang Yunzhen Feng Ziyuan Chen Yuhang Wu Zhuoyuan Li DiffM 106 0 0 31 Jan 2025
Lifting by Gaussians: A Simple, Fast and Flexible Method for 3D Instance Segmentation Rohan Chacko Nicolai Haeni Eldar Khaliullin Lin Sun Douglas Lee 3DGS 51 1 0 31 Jan 2025
A Survey on Class-Agnostic Counting: Advancements from Reference-Based to Open-World Text-Guided Approaches Luca Ciampi Ali Azmoudeh Elif Ecem Akbaba Erdi Sarıtaş Ziya Ata Yazıcı H. K. Ekenel Giuseppe Amato Fabrizio Falchi 105 0 0 31 Jan 2025
Efficient Redundancy Reduction for Open-Vocabulary Semantic Segmentation Lin Chen Qi Yang Kun Ding Zhu Li Gang Shen Fei Li Qiyuan Cao Shiming Xiang VLM 64 0 0 29 Jan 2025
AdaSemSeg: An Adaptive Few-shot Semantic Segmentation of Seismic Facies Surojit Saha Ross T. Whitaker 65 0 0 28 Jan 2025
Efficient Knowledge Distillation of SAM for Medical Image Segmentation K. D. Patil Gowthamaan Palani Ganapathy Krishnamurthi VLM 55 0 0 28 Jan 2025
MADation: Face Morphing Attack Detection with Foundation Models Eduarda Caldeira Guray Ozgur Tahar Chettaoui Marija Ivanovska Peter Peer Fadi Boutros Vitomir Štruc Naser Damer CVBM 47 2 1 28 Jan 2025
CLISC: Bridging clip and sam by enhanced cam for unsupervised brain tumor segmentation Xiaochuan Ma Jia Fu Wenjun Liao Shichuan Zhang Guotai Wang 37 0 0 28 Jan 2025
TimeHF: Billion-Scale Time Series Models Guided by Human Feedback Yongzhi Qi Hao Hu Dazhou Lei Jianshen Zhang Zhengxin Shi Yulin Huang Zhengyu Chen Xiaoming Lin Zuo-jun Shen AI4TS AI4CE 49 2 0 28 Jan 2025
Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data Jiajie Li Brian R Quaranto Chenhui Xu Ishan Mishra Ruiyang Qin Dancheng Liu Peter C W Kim Jinjun Xiong 99 0 0 25 Jan 2025
MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object Segmentation Fu Rong Meng Lan Qian Zhang Lefei Zhang VOS VGen 78 1 0 23 Jan 2025
Auto-Prompting SAM for Weakly Supervised Landslide Extraction Jian Wang Xiaokang Zhang Xianping Ma Weikang Yu Pedram Ghamisi 44 1 0 23 Jan 2025
Generative Data Augmentation Challenge: Synthesis of Room Acoustics for Speaker Distance Estimation Jackie Lin Georg Götz Hermes Sampedro Llopis Haukur Hafsteinsson Steinar Guðjónsson ... Paris Smaragdis Dinesh Manocha John Hershey Trausti Kristjansson Minje Kim 93 2 0 22 Jan 2025
UniUIR: Considering Underwater Image Restoration as An All-in-One Learner Xu Zhang Huan Zhang Guoli Wang Qian Zhang Lefei Zhang Bo Du 270 0 0 22 Jan 2025
3D Object Manipulation in a Single Image using Generative Models Ruisi Zhao Zechuan Zhang Zongxin Yang Yi Yang 55 1 0 22 Jan 2025
DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Kaiyu Li Xiangyong Cao Yupeng Deng Chao Pang Zepeng Xin Deyu Meng Zhi Wang ObjD 86 1 0 22 Jan 2025
Can masking background and object reduce static bias for zero-shot action recognition? Takumi Fukuzawa Kensho Hara Hirokatsu Kataoka Toru Tamaki 43 1 0 22 Jan 2025
Learning Versatile Optimizers on a Compute Diet A. Moudgil Boris Knyazev Guillaume Lajoie Eugene Belilovsky 235 0 0 22 Jan 2025
TeD-Loc: Text Distillation for Weakly Supervised Object Localization Shakeeb Murtaza Soufiane Belharbi M. Pedersoli Eric Granger WSOL VLM 104 1 0 22 Jan 2025
A generalizable 3D framework and model for self-supervised learning in medical imaging Tony Xu Sepehr Hosseini Chris Anderson Anthony Rinaldi Rahul G. Krishnan Anne L. Martel Maged Goubran MedIm 66 3 0 20 Jan 2025
Transferability of labels between multilens cameras Ignacio de Loyola Páez-Ubieta Daniel Frau-Alfaro S. T. Puente 32 0 0 20 Jan 2025
Enhancing Uncertainty Estimation in Semantic Segmentation via Monte-Carlo Frequency Dropout Tal Zeevi Lawrence H. Staib J. Onofrey OOD UQCV 56 0 0 20 Jan 2025
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Wenxuan Li Alan Yuille Zongwei Zhou MedIm 54 8 0 20 Jan 2025
Surface-SOS: Self-Supervised Object Segmentation via Neural Surface Representation Xiaoyun Zheng Liwei Liao Jianbo Jiao Feng Gao Ronggang Wang 88 6 0 20 Jan 2025
Isolated Diffusion: Optimizing Multi-Concept Text-to-Image Generation Training-Freely with Isolated Diffusion Guidance Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 82 4 0 20 Jan 2025
Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks Michael Schwingshackl Fabio Francisco Oberweger Markus Murschitz 53 1 0 20 Jan 2025
RELIEF: Reinforcement Learning Empowered Graph Feature Prompt Tuning Jiapeng Zhu Zichen Ding Jianxiang Yu Jiaqi Tan Xiang Li Weining Qian OffRL 157 3 0 20 Jan 2025
A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends Jiaxin Mei Tao Zhou Kaiwen Huang Yizhe Zhang Yi Zhou Ye Wu Huazhu Fu 162 13 0 20 Jan 2025
Challenge Summary U-MedSAM: Uncertainty-aware MedSAM for Medical Image Segmentation Xin Wang Xiaoyu Liu Peng Huang Pu Huang Shu Hu Hongtu Zhu UQCV 76 1 0 20 Jan 2025
Early Failure Detection in Autonomous Surgical Soft-Tissue Manipulation via Uncertainty Quantification Jordan Thompson Ronald Koe Anthony Le Gabriella Goodman Daniel S. Brown Alan Kuntz 60 1 0 17 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 105 20 0 17 Jan 2025
Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM Xin Hu Janet Wang Jihun Hamm R. Yotsu Zhengming Ding 103 0 0 17 Jan 2025
Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation Xingxin He Yifan Hu Zhaoye Zhou Mohamed Jarraya Fang Liu VLM MedIm 55 2 0 17 Jan 2025
The Devil is in Temporal Token: High Quality Video Reasoning Segmentation Sitong Gong Yunzhi Zhuge Lu Zhang Zheng Yang Pingping Zhang Huchuan Lu 46 0 0 15 Jan 2025
SkipClick: Combining Quick Responses and Low-Level Features for Interactive Segmentation in Winter Sports Contexts Robin Schon Julian Lorenz Daniel Kienzle Rainer Lienhart 59 0 0 14 Jan 2025
Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks Miran Heo Min-Hung Chen De-An Huang Sifei Liu Subhashree Radhakrishnan Seon Joo Kim Yu-Chun Wang Ryo Hachiuma ObjD VLM 162 2 0 14 Jan 2025
MatchAnything: Universal Cross-Modality Image Matching with Large-Scale Pre-Training Xingyi He He Hao Yu Sida Peng Dongli Tan Zehong Shen Hujun Bao Xiaowei Zhou 51 4 0 13 Jan 2025
SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Varun Biyyala Bharat Chanderprakash Kathuria Jialu Li Youshan Zhang 57 0 0 13 Jan 2025
Guided SAM: Label-Efficient Part Segmentation S.B. van Rooij G.J. Burghouts VLM 48 0 0 13 Jan 2025
Zero-Shot Scene Understanding for Automatic Target Recognition Using Large Vision-Language Models Y. Ranasinghe Vibashan Vs James Uplinger C. D. Melo Vishal M. Patel 44 0 0 13 Jan 2025
Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation Xianping Ma Ziyao Wang Yin Hu Xiaokang Zhang Man-On Pun 51 0 0 13 Jan 2025
TimberVision: A Multi-Task Dataset and Framework for Log-Component Segmentation and Tracking in Autonomous Forestry Operations Daniel Steininger Julia Simon Andreas Trondl Markus Murschitz 44 1 0 13 Jan 2025
Toward Realistic Camouflaged Object Detection: Benchmarks and Method Zhimeng Xin Tianxu Wu Shiming Chen Shuo Ye Zijing Xie Yixiong Zou Xinge You Yufei Guo 36 0 0 13 Jan 2025
EdgeTAM: On-Device Track Anything Model Chong Zhou Chenchen Zhu Yunyang Xiong Saksham Suri Fanyi Xiao ... Raghuraman Krishnamoorthi Bo Dai Chen Change Loy Vikas Chandra Bilge Soran VLM 67 0 0 13 Jan 2025
LEO: Boosting Mixture of Vision Encoders for Multimodal Large Language Models Mozhgan Nasr Azadani James Riddell Sean Sedwards Krzysztof Czarnecki MLLM VLM 55 3 0 13 Jan 2025
RSRefSeg: Referring Remote Sensing Image Segmentation with Foundation Models Keyan Chen Jiafan Zhang Chenyang Liu Zhengxia Zou Zhenwei Shi VLM 42 3 0 12 Jan 2025
Static Segmentation by Tracking: A Frustratingly Label-Efficient Approach to Fine-Grained Segmentation Zhenyang Feng Zihe Wang Saul Ibaven Bueno Tomasz Frelek Advikaa Ramesh ... Hilmar Lapp Charles V. Stewart T. Berger-Wolf Yu-Chuan Su Wei-Lun Chao 58 0 0 12 Jan 2025
Vid2Sim: Realistic and Interactive Simulation from Video for Urban Navigation Ziyang Xie Zhizheng Liu Zhenghao Peng Wayne Wu Bolei Zhou VGen 58 3 0 12 Jan 2025