Title
Memory Efficient Optimizers with 4-bit States Bingrui Li Jianfei Chen Jun Zhu MQ 81 40 0 04 Sep 2023
Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models Qiong Wu Wei Yu Yiyi Zhou Shubin Huang Xiaoshuai Sun Rongrong Ji VLM 86 7 0 04 Sep 2023
LoRA-like Calibration for Multimodal Deception Detection using ATSFace Data Shun-Wen Hsiao Chengbin Sun CVBM 27 1 0 04 Sep 2023
Exploring Limits of Diffusion-Synthetic Training with Weakly Supervised Semantic Segmentation Ryota Yoshihashi Yuya Otsuka Kenji Doi Tomohiro Tanaka Hirokatsu Kataoka 123 1 0 04 Sep 2023
Large AI Model Empowered Multimodal Semantic Communications Feibo Jiang Yubo Peng Li Dong Kezhi Wang Kun Yang Cunhua Pan Xiaohu You 101 45 0 03 Sep 2023
MedChatZH: a Better Medical Adviser Learns from Better Instructions Yang Tan Mingchen Li Zijie Huang Huiqun Yu Guisheng Fan LM&MA MedIm AI4MH 62 9 0 03 Sep 2023
Bridge Diffusion Model: bridge non-English language-native text-to-image diffusion model with English communities Shanyuan Liu Dawei Leng Yuhui Yin DiffM 56 7 0 02 Sep 2023
BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing Chen Wang Minpeng Liao Zhongqiang Huang Jinliang Lu Junhong Wu Yuchen Liu Chengqing Zong Jiajun Zhang AuLLM 131 45 0 02 Sep 2023
Efficient RLHF: Reducing the Memory Usage of PPO Michael Santacroce Yadong Lu Han Yu Yuan-Fang Li Yelong Shen 71 32 0 01 Sep 2023
Let the Models Respond: Interpreting Language Model Detoxification Through the Lens of Prompt Dependence Daniel Scalena Gabriele Sarti Malvina Nissim Elisabetta Fersini 52 0 0 01 Sep 2023
Contextual Biasing of Named-Entities with Large Language Models Chuanneng Sun Zeeshan Ahmed Yingyi Ma Zhe Liu Lucas Kabela Yutong Pang Ozlem Kalinli KELM 69 7 0 01 Sep 2023
Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following Ziyu Guo Renrui Zhang Xiangyang Zhu Yiwen Tang Xianzheng Ma ... Ke Chen Peng Gao Xianzhi Li Hongsheng Li Pheng-Ann Heng MLLM 107 144 0 01 Sep 2023
FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning Weirui Kuang Bingchen Qian Zitao Li Daoyuan Chen Dawei Gao Xuchen Pan Yuexiang Xie Yaliang Li Bolin Ding Jingren Zhou FedML 124 136 0 01 Sep 2023
FactLLaMA: Optimizing Instruction-Following Language Models with External Knowledge for Automated Fact-Checking Tsun-hin Cheung K. Lam KELM HILM LRM 77 34 0 01 Sep 2023
Will Sentiment Analysis Need Subculture? A New Data Augmentation Approach Zhenhua Wang Simin He Guang Xu Ming Ren 26 8 0 01 Sep 2023
TouchStone: Evaluating Vision-Language Models by Language Models Shuai Bai Shusheng Yang Jinze Bai Peng Wang Xing Zhang Junyang Lin Xinggang Wang Chang Zhou Jingren Zhou MLLM 119 48 0 31 Aug 2023
Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images Qingping Zheng Yuanfan Guo Jiankang Deng Jianhua Han Ying Li Songcen Xu Hang Xu 91 29 0 31 Aug 2023
Introducing Language Guidance in Prompt-based Continual Learning Muhammad Gul Zain Ali Khan Muhammad Ferjad Naeem Luc Van Gool D. Stricker F. Tombari Muhammad Zeshan Afzal VLM CLL 103 51 0 30 Aug 2023
Peering Through Preferences: Unraveling Feedback Acquisition for Aligning Large Language Models Hritik Bansal John Dang Aditya Grover ALM 90 21 0 30 Aug 2023
An Adaptive Tangent Feature Perspective of Neural Networks Daniel LeJeune Sina Alemohammad 68 1 0 29 Aug 2023
Radiology-Llama2: Best-in-Class Large Language Model for Radiology Zheng Liu Yiwei Li Peng Shu Aoxiao Zhong Longtao Yang ... Wen Liu Dinggang Shen Tianming Liu Quanzheng Li Xiang Li LM&MA 80 42 0 29 Aug 2023
Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation Dawei Gao Haibin Wang Yaliang Li Xiuyu Sun Yichen Qian Bolin Ding Jingren Zhou AI4TS 135 293 0 29 Aug 2023
Evaluation and Analysis of Hallucination in Large Vision-Language Models Junyan Wang Yi Zhou Guohai Xu Pengcheng Shi Chenlin Zhao ... Mingshi Yan Ji Zhang Jihua Zhu Jitao Sang Haoyu Tang MLLM 116 70 0 29 Aug 2023
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation Chengyin Li Prashant Khanduri Yao Qiang Rafi Ibn Sultan I. Chetty D. Zhu MedIm 127 13 0 28 Aug 2023
Maestro: Uncovering Low-Rank Structures via Trainable Decomposition Samuel Horváth Stefanos Laskaridis Shashank Rajput Hongyi Wang BDL 76 4 0 28 Aug 2023
Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts Thanh Thi Nguyen Campbell Wilson Janis Dalins 47 25 0 28 Aug 2023
SAM-PARSER: Fine-tuning SAM Efficiently by Parameter Space Reconstruction Zelin Peng Zhengqin Xu Zhilin Zeng Xiaokang Yang Wei Shen 88 22 0 28 Aug 2023
Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization Tao Yang Rongyuan Wu Peiran Ren Xuansong Xie Lei Zhang DiffM 124 152 0 28 Aug 2023
UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory Haiwen Diao Bo Wan Yanzhe Zhang Xuecong Jia Huchuan Lu Long Chen VLM 81 19 0 28 Aug 2023
Empowering Cross-lingual Abilities of Instruction-tuned Large Language Models by Translation-following demonstrations Leonardo Ranaldi Giulia Pucci André Freitas 81 34 0 27 Aug 2023
Examining User-Friendly and Open-Sourced Large GPT Models: A Survey on Language, Multimodal, and Scientific GPT Models Kaiyuan Gao Su He Zhenyu He Jiacheng Lin Qizhi Pei Jie Shao Wei Zhang LM&MA SyDa 64 5 0 27 Aug 2023
Cheap Lunch for Medical Image Segmentation by Fine-tuning SAM on Few Exemplars W. Feng Lingting Zhu Lequan Yu MedIm 69 23 0 27 Aug 2023
Exploring Large Language Models for Knowledge Graph Completion Liang Yao Jiazhen Peng Chengsheng Mao Yuan Luo 127 40 0 26 Aug 2023
SoTaNa: The Open-Source Software Development Assistant Ensheng Shi Fengji Zhang Yanlin Wang B. Chen Lun Du Hongyu Zhang Shi Han Dongmei Zhang Hongbin Sun 70 13 0 25 Aug 2023
Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering Keheng Wang Feiyu Duan Sirui Wang Peiguang Li Yunsen Xian Chuantao Yin Wenge Rong Zhang Xiong LRM KELM 117 86 0 25 Aug 2023
LLM2KB: Constructing Knowledge Bases using instruction tuned context aware Large Language Models Anmol Nayak Hariprasad Timmapathini 57 4 0 25 Aug 2023
MLLM-DataEngine: An Iterative Refinement Approach for MLLM Zhiyuan Zhao Linke Ouyang Bin Wang Siyuan Huang Pan Zhang Xiao-wen Dong Jiaqi Wang Conghui He MLLM 116 6 0 25 Aug 2023
Bayesian Low-rank Adaptation for Large Language Models Adam X. Yang Maxime Robeyns Xi Wang Laurence Aitchison AI4CE BDL 165 55 0 24 Aug 2023
Financial News Analytics Using Fine-Tuned Llama 2 GPT Model B. Pavlyshenko 58 20 0 24 Aug 2023
Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities Maximilian Mozes Xuanli He Bennett Kleinberg Lewis D. Griffin 87 87 0 24 Aug 2023
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Min Zhang Björn W. Schuller LM&MA AuLLM 188 39 0 24 Aug 2023
Overcoming Generic Knowledge Loss with Selective Parameter Update Wenxuan Zhang Paul Janson Rahaf Aljundi Mohamed Elhoseiny KELM CLL 118 12 0 23 Aug 2023
LLMRec: Benchmarking Large Language Models on Recommendation Task Junling Liu Chao-Hong Liu Peilin Zhou Qichen Ye Dading Chong ... Yueqi Xie Dongyuan Li Shoujin Wang Chenyu You Philip S.Yu ALM LRM 71 34 0 23 Aug 2023
PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine Chenrui Zhang Lina Liu Jinpeng Wang Chuyuan Wang Xiaodi Sun Hongyu Wang Mingchen Cai LLMAG 80 25 0 23 Aug 2023
Local Distortion Aware Efficient Transformer Adaptation for Image Quality Assessment Kangmin Xu Liang Liao Jing Xiao Chaofeng Chen Haoning Wu Qiong Yan Weisi Lin ViT 55 5 0 23 Aug 2023
LFS-GAN: Lifelong Few-Shot Image Generation Juwon Seo Jingwen Kang Gyeong-Moon Park CLL 103 12 0 23 Aug 2023
SAMSNeRF: Segment Anything Model (SAM) Guides Dynamic Surgical Scene Reconstruction by Neural Radiance Field (NeRF) Ange Lou Yamin Li X. Yao Yike Zhang J. Noble MedIm 49 9 0 22 Aug 2023
Knowledge Graph Prompting for Multi-Document Question Answering Yu Wang Nedim Lipka Ryan Rossi Alexa F. Siu Ruiyi Zhang Hanyu Wang RALM 76 143 0 22 Aug 2023
Mode Combinability: Exploring Convex Combinations of Permutation Aligned Models Adrián Csiszárik M. Kiss Péter Korösi-Szabó Márton Muntag Gergely Papp D. Varga MoMe 52 1 0 22 Aug 2023
Federated Learning in Big Model Era: Domain-Specific Multimodal Large Models Zengxiang Li Zhaoxiang Hou Hui Liu Ying Wang Tongzhi Li ... Chao Shi Che-Sheng Yang Weishan Zhang Zelei Liu Liang Xu FedML 49 2 0 22 Aug 2023