Title
Analyzing the Impact of Low-Rank Adaptation for Cross-Domain Few-Shot Object Detection in Aerial Images Hicham Talaoubrid Anissa Mokraoui Ismail Ben Ayed Axel Prouvost Sonimith Hang Monit Korn Rémi Harvey ObjD 104 1 0 08 Apr 2025
Multi-Sense Embeddings for Language Models and Knowledge Distillation Qitong Wang Mohammed J. Zaki Georgios Kollias Vasileios Kalantzis KELM 76 1 0 08 Apr 2025
Achieving binary weight and activation for LLMs using Post-Training Quantization Siqing Song Chuang Wang Ruiqi Wang Yi Yang Xuyao Zhang MQ 132 0 0 07 Apr 2025
Frontier AI's Impact on the Cybersecurity Landscape Wenbo Guo Yujin Potter Tianneng Shi Zhun Wang Andy Zhang Dawn Song 115 2 0 07 Apr 2025
REVEAL: Relation-based Video Representation Learning for Video-Question-Answering Sofian Chaybouti Walid Bousselham Moritz Wolter Hilde Kuehne 394 0 0 07 Apr 2025
Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation Toqeer Ehsan Thamar Solorio 482 0 0 07 Apr 2025
PEAKS: Selecting Key Training Examples Incrementally via Prediction Error Anchored by Kernel Similarity Mustafa Burak Gurbuz Xingyu Zheng C. Dovrolis OOD 94 0 0 07 Apr 2025
The Point, the Vision and the Text: Does Point Cloud Boost Spatial Reasoning of Large Language Models? Weichen Zhang Ruiying Peng Chen Gao Jianjie Fang Xin Zeng ... Ziyi Wang Jinqiang Cui Xin Wang Xinlei Chen Yongqian Li LRM 148 3 0 06 Apr 2025
MedM-VL: What Makes a Good Medical LVLM? Yiming Shi Shaoshuai Yang Xun Zhu Haoyu Wang Miao Li Ji Wu VLM 151 1 0 06 Apr 2025
A Perplexity and Menger Curvature-Based Approach for Similarity Evaluation of Large Language Models Yuantao Zhang Zhankui Yang AAML 78 0 0 05 Apr 2025
Efficient Evaluation of Large Language Models via Collaborative Filtering Xu-Xiang Zhong Chao Yi Han-Jia Ye 118 0 0 05 Apr 2025
Beyond the Hype: Embeddings vs. Prompting for Multiclass Classification Tasks Marios Kokkodis Richard Demsyn-Jones Vijay Raghavan 66 1 0 05 Apr 2025
STEP: Staged Parameter-Efficient Pre-training for Large Language Models Kazuki Yano Takumi Ito Jun Suzuki LRM 132 1 0 05 Apr 2025
Entropy-Based Block Pruning for Efficient Large Language Models Liangwei Yang Yuhui Xu Juntao Tan Doyen Sahoo Siyang Song Caiming Xiong Han Wang Shelby Heinecke AAML 64 0 0 04 Apr 2025
Dynamic Importance in Diffusion U-Net for Enhanced Image Synthesis Xi Wang Ziqi He Yang Zhou 97 0 0 04 Apr 2025
Experimental Study on Time Series Analysis of Lower Limb Rehabilitation Exercise Data Driven by Novel Model Architecture and Large Models Hengyu Lin AI4CE 103 0 0 04 Apr 2025
VARGPT-v1.1: Improve Visual Autoregressive Large Unified Model via Iterative Instruction Tuning and Reinforcement Learning Xianwei Zhuang Yuxin Xie Yufan Deng Dongchao Yang Liming Liang Jinghan Ru Yuguo Yin Yuexian Zou 160 5 0 03 Apr 2025
A Survey of Large Language Models in Mental Health Disorder Detection on Social Media Zhuohan Ge Nicole Hu Darian Li Yubo Wang Shihao Qi Yuming Xu Han Shi Junxuan Zhang AI4MH 119 0 0 03 Apr 2025
QID: Efficient Query-Informed ViTs in Data-Scarce Regimes for OCR-free Visual Document Understanding Binh M. Le Shaoyuan Xu Jinmiao Fu Zhishen Huang Moyan Li Yanhui Guo Hongdong Li Sameera Ramasinghe Bryan Wang 73 0 0 03 Apr 2025
Robust Reinforcement Learning from Human Feedback for Large Language Models Fine-Tuning Kai Ye Hongyi Zhou Jin Zhu Francesco Quinzan C. Shi 97 4 0 03 Apr 2025
Engineering Artificial Intelligence: Framework, Challenges, and Future Direction Jay Lee Hanqi Su Dai-Yan Ji Takanobu Minami AI4CE 148 0 0 03 Apr 2025
Leveraging LLM For Synchronizing Information Across Multilingual Tables Siddharth Khincha Tushar Kataria Ankita Anand Dan Roth Vivek Gupta 139 0 0 03 Apr 2025
Leveraging Modality Tags for Enhanced Cross-Modal Video Retrieval A. Fragomeni Dima Damen Michael Wray 110 0 0 02 Apr 2025
Urban Computing in the Era of Large Language Models Zhonghang Li Lianghao Xia Xubin Ren J. Tang Tianyi Chen Yong-mei Xu Chenyu Huang 221 0 0 02 Apr 2025
Rethinking industrial artificial intelligence: a unified foundation framework Jay Lee Hanqi Su AI4CE 115 2 0 02 Apr 2025
UniViTAR: Unified Vision Transformer with Native Resolution Limeng Qiao Yiyang Gan Bairui Wang Jie Qin Shuang Xu Siqi Yang Lin Ma 177 0 0 02 Apr 2025
Leveraging LLMs for User Stories in AI Systems: UStAI Dataset Asma Z. Yamani Malak Baslyman Moataz Ahmed 88 0 0 01 Apr 2025
Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations Chongjie Si Zhiyi Shi Xuehui Wang Yichen Xiao Xiaokang Yang Wei Shen AI4CE 156 0 0 01 Apr 2025
ToReMi: Topic-Aware Data Reweighting for Dynamic Pre-Training Data Selection Xiaoxuan Zhu Zhouhong Gu Baiqian Wu Suhang Zheng Tao Wang Tianyu Li Hongwei Feng Yanghua Xiao 229 0 0 01 Apr 2025
A Survey on Music Generation from Single-Modal, Cross-Modal, and Multi-Modal Perspectives Shuyu Li Shulei Ji Zihao Wang Songruoyao Wu Jiaxing Yu Kai Zhang MGen VGen 297 1 0 01 Apr 2025
Geometric Median Matching for Robust k-Subset Selection from Noisy Data Anish Acharya Sujay Sanghavi Alexandros G. Dimakis Inderjit S Dhillon AAML 185 0 0 01 Apr 2025
Communication-Efficient and Personalized Federated Foundation Model Fine-Tuning via Tri-Matrix Adaptation Yongqian Li Bo Liu Sheng Huang Zhe Zhang Xiaotong Yuan Richang Hong 145 1 0 31 Mar 2025
TuRTLe: A Unified Evaluation of LLMs for RTL Generation Dario Garcia-Gasulla Gokcen Kestor Emanuele Parisi Miquel Albertí-Binimelis Cristian Gutierrez Razine Moundir Ghorab Orlando Montenegro Bernat Homs Miquel Moreto 110 1 0 31 Mar 2025
WebMap -- Large Language Model-assisted Semantic Link Induction in the Web Shiraj Pokharel Georg P. Roßrucker Mario M. Kubek KELM 77 0 0 31 Mar 2025
DrunkAgent: Stealthy Memory Corruption in LLM-Powered Recommender Agents Shiyi Yang Zhibo Hu Xinshu Li Chen Wang Tong Yu Xiwei Xu Liming Zhu Lina Yao AAML 105 0 0 31 Mar 2025
SALT: A Flexible Semi-Automatic Labeling Tool for General LiDAR Point Clouds with Cross-Scene Adaptability and 4D Consistency Yanbo Wang Yongtao Chen Chuan Cao Tianchen Deng Wentao Zhao Jingchuan Wang Weidong Chen 133 1 0 31 Mar 2025
LaViC: Adapting Large Vision-Language Models to Visually-Aware Conversational Recommendation Hyunsik Jeon Satoshi Koide Yu Wang Zhankui He Julian McAuley VLM 171 0 0 30 Mar 2025
SCORE: Story Coherence and Retrieval Enhancement for AI Narratives Qiang Yi Yangfan He Jing Wang Xinyuan Song Shiyao Qian ... Kuan Lu Menghao Huo Jiaqi Chen Tianyu Shi Tianyu Shi RALM 162 17 0 30 Mar 2025
CA^2ST: Cross-Attention in Audio, Space, and Time for Holistic Video Recognition Jongseo Lee Joohyun Chang Dongho Lee Jinwoo Choi 251 0 0 30 Mar 2025
Multimodal machine learning with large language embedding model for polymer property prediction Tianren Zhang Dai-Bei Yang 197 0 0 29 Mar 2025
Preference-based Learning with Retrieval Augmented Generation for Conversational Question Answering Magdalena Kaiser Gerhard Weikum 130 1 0 28 Mar 2025
Breach in the Shield: Unveiling the Vulnerabilities of Large Language Models Runpeng Dai Run Yang Fan Zhou Hongtu Zhu 62 0 0 28 Mar 2025
Q-Insight: Understanding Image Quality via Visual Reinforcement Learning Weiqi Li Xinyu Zhang Shijie Zhao Yize Zhang Junlin Li Li Zhang Jian Zhang 113 11 0 28 Mar 2025
Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback Wei Shen Guanlin Liu Zheng Wu Ruofei Zhu Qingping Yang Chao Xin Yu Yue Lin Yan 160 14 0 28 Mar 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian Sun Wei Ma 228 4 0 27 Mar 2025
Entropy-Aware Branching for Improved Mathematical Reasoning Xianzhi Li Ethan Callanan Xiaodan Zhu Mathieu Sibue Antony Papadimitriou Mahmoud Mahfouz Zhiqiang Ma Xiaomo Liu LRM 106 0 0 27 Mar 2025
MSPLoRA: A Multi-Scale Pyramid Low-Rank Adaptation for Efficient Model Fine-Tuning Jiancheng Zhao Xingda Yu Zhen Yang MoE 88 3 0 27 Mar 2025
Mobile-VideoGPT: Fast and Accurate Video Understanding Language Model Abdelrahman M. Shaker Muhammad Maaz Chenhui Gou Hamid Rezatofighi Salman Khan Fahad Shahbaz Khan 428 0 0 27 Mar 2025
COMI-LINGUA: Expert Annotated Large-Scale Dataset for Multitask NLP in Hindi-English Code-Mixing Rajvee Sheth Himanshu Beniwal Mayank Singh 76 1 0 27 Mar 2025
Leveraging Language Models for Analyzing Longitudinal Experiential Data in Education Ahatsham Hayat Bilal Khan Mohammad Hasan AI4Ed 84 0 0 27 Mar 2025