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575,626 papers

A Certified Unlearning Approach without Access to Source Data

Umit Yigit Basaran, Sk Miraj Ahmed, Amit Roy-Chowdhury, Basak Guler

2025-06-06
Paper
A Systematic Review of Poisoning Attacks Against Large Language Models

Neil Fendley, Edward W. Staley, Joshua Carney, William Redman, Marie Chau et al.

2025-06-06
Paper
GeoClip: Geometry-Aware Clipping for Differentially Private SGD

Atefeh Gilani, Naima Tasnim, Lalitha Sankar, Oliver Kosut

2025-06-06
Paper
Learning Along the Arrow of Time: Hyperbolic Geometry for Backward-Compatible Representation Learning

Ngoc Bui, Menglin Yang, Runjin Chen, Leonardo Neves, Mingxuan Ju et al.

2025-06-06Representation Learning
Paper
Towards Efficient Multi-LLM Inference: Characterization and Analysis of LLM Routing and Hierarchical Techniques

Adarsh Prasad Behera, Jaya Prakash Champati, Roberto Morabito, Sasu Tarkoma, James Gross et al.

2025-06-06Question AnsweringBenchmarkingText Generation+1
Paper
The Optimization Paradox in Clinical AI Multi-Agent Systems

Suhana Bedi, Iddah Mlauzi, Daniel Shin, Sanmi Koyejo, Nigam H. Shah et al.

2025-06-06Diagnostic
PaperCode
Scalable unsupervised feature selection via weight stability

Xudong Zhang, Renato Cordeiro de Amorim

2025-06-06feature selection
PaperCode
Future of Work with AI Agents: Auditing Automation and Augmentation Potential across the U.S. Workforce

Yijia Shao, Humishka Zope, Yucheng Jiang, Jiaxin Pei, David Nguyen et al.

2025-06-06AI Agent
Paper
A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations

Tian Lan, Yang-Hao Zhou, Zi-Ao Ma, Fanshu Sun, Rui-Qing Sun et al.

2025-06-06Text GenerationAudio Generation
Paper
SDS-Net: Shallow-Deep Synergism-detection Network for infrared small target detection

Taoran Yue, Xiaojin Lu, Jiaxi Cai, Yuanping Chen, Shibing Chu∗ et al.

2025-06-06
PaperCode
Edge-Enabled Collaborative Object Detection for Real-Time Multi-Vehicle Perception

Everett Richards, Bipul Thapa, Lena Mashayekhy

2025-06-06Autonomous VehiclesAutonomous Drivingobject-detection+1
PaperCode
Domain Adaptation in Agricultural Image Analysis: A Comprehensive Review from Shallow Models to Deep Learning

Xing Hu, Siyuan Chen, Dawei Zhang

2025-06-06Domain Adaptation
Paper
Bridging Perspectives: A Survey on Cross-view Collaborative Intelligence with Egocentric-Exocentric Vision

Yuping He, Yifei HUANG, Guo Chen, Lidong Lu, Baoqi Pei et al.

2025-06-06Video Understanding
Paper
Few Labels are all you need: A Weakly Supervised Framework for Appliance Localization in Smart-Meter Series

Adrien Petralia, Paul Boniol, Philippe Charpentier, Themis Palpanas

2025-06-06AllNon-Intrusive Load Monitoring
PaperCode
GS4: Generalizable Sparse Splatting Semantic SLAM

Mingqi Jiang, Chanho Kim, Chen Ziwen, Li Fuxin

2025-06-06Semantic Segmentation3D Semantic SegmentationSemantic SLAM
Paper
Direct Behavior Optimization: Unlocking the Potential of Lightweight LLMs

Hongming Yang, Shi Lin, Jun Shao, Changting Lin, Donghai Zhu et al.

2025-06-06
Paper
Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR

Fardis Nadimi, Payam Abdisarabshali, Kasra Borazjani, Jacob Chakareski, Seyyedali Hosseinalipour et al.

2025-06-06Mixed RealityFederated LearningPrivacy Preserving
Paper
Regional, Lattice and Logical Representations of Neural Networks

Sandro Preto, Marcelo Finger

2025-06-06
Paper
Mitigating Catastrophic Forgetting with Adaptive Transformer Block Expansion in Federated Fine-Tuning

Yujia Huo, Jianchun Liu, Hongli Xu, Zhenguo Ma, Shilong Wang et al.

2025-06-06parameter-efficient fine-tuning
Paper
Distribution-Level AirComp for Wireless Federated Learning under Data Scarcity and Heterogeneity

Jun-Pyo Hong, Hyowoon Seo, Kisong Lee

2025-06-06Federated LearningBayesian Inference
Paper
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