Title
Review-Instruct: A Review-Driven Multi-Turn Conversations Generation Method for Large Language Models Jian Wu Cong Wang TianHuang Su Jun Yang Haozhi Lin ... Steve Yang BinQing Pan Zehan Li Ni Yang ZhenYu Yang ALM 14 0 0 16 May 2025
Boosting Statistic Learning with Synthetic Data from Pretrained Large Models Jialong Jiang Wenkang Hu Jian Huang Yuling Jiao Xu Liu DiffM 50 0 0 08 May 2025
Ultra-FineWeb: Efficient Data Filtering and Verification for High-Quality LLM Training Data Yishuo Wang Z. Fu Jie Cai Peijun Tang Hongya Lyu ... Jie Zhou Guoyang Zeng Chaojun Xiao Xu Han Zhiyuan Liu 49 0 0 08 May 2025
Multi-modal cascade feature transfer for polymer property prediction Kiichi Obuchi Yuta Yahagi Kiyohiko Toyama Shukichi Tanaka Kota Matsui 47 0 0 06 May 2025
MateICL: Mitigating Attention Dispersion in Large-Scale In-Context Learning Murtadha Ahmed Wenbo Liu yunfeng 41 0 0 02 May 2025
Pre-Training Estimators for Structural Models: Application to Consumer Search Yanhao 'Max' Wei Zhenling Jiang 31 0 0 01 May 2025
PIV-FlowDiffuser:Transfer-learning-based denoising diffusion models for PIV Qianyu Zhu Junjie Wang Jeremiah Hu Jia Ai Yong Lee DiffM 39 0 0 21 Apr 2025
Scalability and Maintainability Challenges and Solutions in Machine Learning: Systematic Literature Review Karthik Shivashankar Ghadi S. Al Hajj Antonio Martini 20 0 0 15 Apr 2025
Hyperlocal disaster damage assessment using bi-temporal street-view imagery and pre-trained vision models Yifan Yang Lei Zou Bing Zhou Daoyang Li Binbin Lin J. Abedin Mingzheng Yang 27 0 0 12 Apr 2025
How Social is It? A Benchmark for LLMs' Capabilities in Multi-user Multi-turn Social Agent Tasks Yusen Wu Junwu Xiong Xiaotie Deng LLMAG 38 0 0 04 Apr 2025
Towards Graph Foundation Models: A Transferability Perspective Yixuan Wang Wenqi Fan Suhang Wang Yao Ma 43 1 0 13 Mar 2025
AugFL: Augmenting Federated Learning with Pretrained Models Sheng Yue Zerui Qin Yongheng Deng Ju Ren Yaoxue Zhang Junshan Zhang FedML 85 0 0 04 Mar 2025
A Multimodal PDE Foundation Model for Prediction and Scientific Text Descriptions Elisa Negrini Yuxuan Liu Liu Yang Stanley Osher Hayden Schaeffer AI4CE 93 0 0 09 Feb 2025
Can Large Language Models Understand Intermediate Representations? Hailong Jiang Jianfeng Zhu Yao Wan B. Fang Hongyu Zhang Ruoming Jin Qiang Guan 55 1 0 07 Feb 2025
When End-to-End is Overkill: Rethinking Cascaded Speech-to-Text Translation Anna Min Chenxu Hu Yi Ren Hang Zhao 69 0 0 01 Feb 2025
Longitudinal Abuse and Sentiment Analysis of Hollywood Movie Dialogues using LLMs Rohitash Chandra Guoxiang Ren G. Houseman 46 0 0 20 Jan 2025
IIMedGPT: Promoting Large Language Model Capabilities of Medical Tasks by Efficient Human Preference Alignment Yiming Zhang Zheng Chang Wentao Cai MengXing Ren Kang Yuan Yining Sun Zenghui Ding LM&MA 36 3 0 06 Jan 2025
Explorations in Self-Supervised Learning: Dataset Composition Testing for Object Classification Raynor Kirkson E. Chavez Kyle Gabriel M. Reynoso 81 0 0 01 Dec 2024
Probe-Me-Not: Protecting Pre-trained Encoders from Malicious Probing Ruyi Ding Tong Zhou Lili Su A. A. Ding Xiaolin Xu Yunsi Fei AAML 66 1 0 19 Nov 2024
An exploration of the effect of quantisation on energy consumption and inference time of StarCoder2 Pepijn de Reus Ana Oprescu Jelle Zuidema MQ 85 1 0 15 Nov 2024
A Practical Guide to Fine-tuning Language Models with Limited Data Márton Szép Daniel Rueckert Rüdiger von Eisenhart-Rothe Florian Hinterwimmer SyDa ALM 49 2 0 14 Nov 2024
Online-LoRA: Task-free Online Continual Learning via Low Rank Adaptation Xiwen Wei Guihong Li R. Marculescu 42 2 0 08 Nov 2024
Automating Exploratory Proteomics Research via Language Models Ning Ding Shang Qu Linhai Xie Yifei Li Ziqiang Liu ... Youbang Sun Yang Li Dong Li Fuchu He Bowen Zhou 34 2 0 06 Nov 2024
Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention Xingtai Lv Ning Ding Kaiyan Zhang Ermo Hua Ganqu Cui Bowen Zhou 37 1 0 04 Nov 2024
Masked Autoencoders are Parameter-Efficient Federated Continual Learners Yuchen He Xiangfeng Wang CLL FedML 35 0 0 04 Nov 2024
FPPL: An Efficient and Non-IID Robust Federated Continual Learning Framework Yuchen He Chuyun Shen Xiangfeng Wang Bo Jin FedML 32 1 0 04 Nov 2024
Machine Learning Innovations in CPR: A Comprehensive Survey on Enhanced Resuscitation Techniques Saidul Islam Gaith Rjoub Hanae Elmekki Jamal Bentahar Witold Pedrycz R. Cohen 31 0 0 03 Nov 2024
DeepSeq2: Enhanced Sequential Circuit Learning with Disentangled Representations Sadaf Khan Zhengyuan Shi Ziyang Zheng Min Li Qiang Xu 58 1 0 01 Nov 2024
FedBaF: Federated Learning Aggregation Biased by a Foundation Model Jong-Ik Park Srinivasa Pranav J. M. F. Moura Carlee Joe-Wong AI4CE 71 2 0 24 Oct 2024
MiniPLM: Knowledge Distillation for Pre-Training Language Models Yuxian Gu Hao Zhou Fandong Meng Jie Zhou Minlie Huang 67 5 0 22 Oct 2024
Distance between Relevant Information Pieces Causes Bias in Long-Context LLMs Runchu Tian Yanghao Li Yuepeng Fu Siyang Deng Qinyu Luo ... Zhong Zhang Yesai Wu Yankai Lin Huadong Wang Xiaojiang Liu 38 0 0 18 Oct 2024
SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition Zechen Li Shohreh Deldari Linyao Chen Hao Xue Flora D. Salim 42 6 0 14 Oct 2024
ELICIT: LLM Augmentation via External In-Context Capability Futing Wang Jianhao Yan Yue Zhang Tao Lin 44 0 0 12 Oct 2024
Do Current Language Models Support Code Intelligence for R Programming Language? ZiXiao Zhao Fatemeh H. Fard ELM 42 0 0 10 Oct 2024
Data Selection via Optimal Control for Language Models Yuxian Gu Li Dong Hongning Wang Y. Hao Qingxiu Dong Furu Wei Minlie Huang AI4CE 55 4 0 09 Oct 2024
Where are we in audio deepfake detection? A systematic analysis over generative and detection models Xiang Li Pin-Yu Chen Wenqi Wei 36 3 0 06 Oct 2024
Learning from Offline Foundation Features with Tensor Augmentations Emir Konuk Christos Matsoukas Moein Sorkhei Phitchapha Lertsiravaramet Kevin Smith OffRL 26 1 0 03 Oct 2024
MAP: Unleashing Hybrid Mamba-Transformer Vision Backbone's Potential with Masked Autoregressive Pretraining Yunze Liu Li Yi Mamba 45 2 0 01 Oct 2024
Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning Da-Wei Zhou Zi-Wen Cai Han-Jia Ye Lijun Zhang De-Chuan Zhan CLL AI4CE 76 2 0 01 Oct 2024
A Survey of Foundation Models for Music Understanding Wenjun Li Ying Cai Ziyang Wu Wenyi Zhang Yifan Chen ... Junwei Han Bao Ge Tianming Liu Lin Gan Tuo Zhang 50 2 0 15 Sep 2024
Adaptive Adapter Routing for Long-Tailed Class-Incremental Learning Zhi-Hong Qi Da-Wei Zhou Yiran Yao Han-Jia Ye De-Chuan Zhan CLL 48 5 0 11 Sep 2024
A study on Deep Convolutional Neural Networks, Transfer Learning and Ensemble Model for Breast Cancer Detection Md. Taimur Ahad Sumaya Mustofa Faruk Ahmed Yousuf Rayhan Emon Aunirudra Dey Anu 16 0 0 10 Sep 2024
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System Ningyu Zhang Zekun Xi Yujie Luo Peng Wang Bozhong Tian ... Lei Liang Qing Cui Xiaowei Zhu Jun Zhou Huajun Chen KELM 44 6 0 09 Sep 2024
Onboard Satellite Image Classification for Earth Observation: A Comparative Study of ViT Models Thanh-Dung Le Vu Nguyen Ha T. Nguyen G. Eappen P. Thiruvasagam ... J. L. González-Rios Luis M. Garces-Socarras Symeon Chatzinotas Juan Carlos Merlano-Duncan Symeon Chatzinotas 36 4 0 05 Sep 2024
Abstracted Gaussian Prototypes for One-Shot Concept Learning Chelsea Zou Kenneth J. Kurtz VLM 29 0 0 30 Aug 2024
Watermarking Techniques for Large Language Models: A Survey Yuqing Liang Jiancheng Xiao Wensheng Gan Philip S. Yu OffRL 29 3 0 26 Aug 2024
Improving the Classification Effect of Clinical Images of Diseases for Multi-Source Privacy Protection Tian Bowen Xu Zhengyang Yin Zhihao Wang Jingying Yue Yutao FedML 39 0 0 23 Aug 2024
KIND: Knowledge Integration and Diversion in Diffusion Models Yucheng Xie Fu Feng Jing Wang Xin Geng Yong Rui VLM 36 3 0 14 Aug 2024
A Model Generalization Study in Localizing Indoor Cows with COw LOcalization (COLO) dataset Mautushi Das Gonzalo Ferreira James Chen 31 0 0 29 Jul 2024
Stochastic Parrots or ICU Experts? Large Language Models in Critical Care Medicine: A Scoping Review Tongyue Shi Jun Ma Zihan Yu Haowei Xu Minqi Xiong Meirong Xiao Yilin Li Huiying Zhao Guilan Kong 46 1 0 27 Jul 2024