Title
Self-supervised Pretraining for Decision Foundation Model: Formulation, Pipeline and Challenges Xiaoqian Liu Jianbin Jiao Junge Zhang OffRL LRM 107 2 0 29 Dec 2023
Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning Xiao-Yang Liu Rongyi Zhu Daochen Zha Jiechao Gao Shan Zhong Matt White Meikang Qiu 80 26 0 29 Dec 2023
Truth Forest: Toward Multi-Scale Truthfulness in Large Language Models through Intervention without Tuning Zhongzhi Chen Xingwu Sun Xianfeng Jiao Fengzong Lian Zhanhui Kang Di Wang Cheng-zhong Xu HILM 81 33 0 29 Dec 2023
Tracking with Human-Intent Reasoning Jiawen Zhu Zhi-Qi Cheng Jun-Yan He Chenyang Li Bin Luo Huchuan Lu Yifeng Geng Xuansong Xie LRM VOS 85 11 0 29 Dec 2023
Video Understanding with Large Language Models: A Survey Yunlong Tang Jing Bi Siting Xu Luchuan Song Susan Liang ... Feng Zheng Jianguo Zhang Chenliang Xu Jiebo Luo Chenliang Xu VLM 222 100 0 29 Dec 2023
3VL: Using Trees to Improve Vision-Language Models' Interpretability Nir Yellinek Leonid Karlinsky Raja Giryes CoGe VLM 298 3 0 28 Dec 2023
iFusion: Inverting Diffusion for Pose-Free Reconstruction from Sparse Views Chin-Hsuan Wu Yen-Chun Chen Bolivar Solarte Lu Yuan Min Sun 85 9 0 28 Dec 2023
The LLM Surgeon Tycho F. A. van der Ouderaa Markus Nagel M. V. Baalen Yuki Markus Asano Tijmen Blankevoort 114 18 0 28 Dec 2023
Virtual Scientific Companion for Synchrotron Beamlines: A Prototype Daniel Potemkin Carlos Soto Ruipeng Li Kevin Yager Esther Tsai 70 3 0 28 Dec 2023
Non-Vacuous Generalization Bounds for Large Language Models Sanae Lotfi Marc Finzi Yilun Kuang Tim G. J. Rudner Micah Goldblum Andrew Gordon Wilson 108 25 0 28 Dec 2023
DrugAssist: A Large Language Model for Molecule Optimization Geyan Ye Xibao Cai Houtim Lai Xing Wang Junhong Huang Longyue Wang Wei Liu Xian Zeng 127 33 0 28 Dec 2023
Res-Attn : An Enhanced Res-Tuning Approach with Lightweight Attention Mechanism Chaojie Mao Zeyinzi Jiang 52 0 0 28 Dec 2023
MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices Xiangxiang Chu Limeng Qiao Xinyang Lin Shuang Xu Yang Yang ... Fei Wei Xinyu Zhang Bo Zhang Xiaolin Wei Chunhua Shen MLLM 136 44 0 28 Dec 2023
Infinite dSprites for Disentangled Continual Learning: Separating Memory Edits from Generalization Sebastian Dziadzio cCaugatay Yildiz Gido M. van de Ven Tomasz Trzciñski Tinne Tuytelaars Matthias Bethge 73 1 0 27 Dec 2023
Large Language Models for Conducting Advanced Text Analytics Information Systems Research Benjamin Ampel Chi-Heng Yang Junjie Hu Hsinchun Chen 118 8 0 27 Dec 2023
PanGu-Draw: Advancing Resource-Efficient Text-to-Image Synthesis with Time-Decoupled Training and Reusable Coop-Diffusion Guansong Lu Yuanfan Guo Jianhua Han Minzhe Niu Yihan Zeng Songcen Xu Zeyi Huang Zhao Zhong Wei Zhang Hang Xu 77 4 0 27 Dec 2023
LLMs with User-defined Prompts as Generic Data Operators for Reliable Data Processing Luyi Ma Nikhil Thakurdesai Jiaoayan Chen Jianpeng Xu Evren Körpeoglu Sushant Kumar Kannan Achan AI4CE 40 1 0 26 Dec 2023
Cloud-Device Collaborative Learning for Multimodal Large Language Models Guanqun Wang Jiaming Liu Chenxuan Li Junpeng Ma Yuan Zhang ... Kevin Zhang Maurice Chong Ray Zhang Yijiang Liu Shanghang Zhang 109 8 0 26 Dec 2023
One-Dimensional Adapter to Rule Them All: Concepts, Diffusion Models and Erasing Applications Mengyao Lyu Yuhong Yang Haiwen Hong Hui Chen Xuan Jin Yuan He Hui Xue Jungong Han Guiguang Ding DiffM 111 67 0 26 Dec 2023
SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation Yuxuan Zhang Yiren Song Jiaming Liu Rui Wang Jinpeng Yu ... Huaxia Li Xu Tang Yao Hu Han Pan Zhongliang Jing 117 69 0 26 Dec 2023
Aligning Large Language Models with Human Preferences through Representation Engineering Tianlong Li Xiaohua Wang Muling Wu Changze Lv Changze Lv Zixuan Ling Jianhao Zhu Cenyuan Zhang Xiaoqing Zheng Xuanjing Huang 69 41 0 26 Dec 2023
EnchantDance: Unveiling the Potential of Music-Driven Dance Movement Bo Han Yi Ren Hao Peng Teng Zhang Zeyu Ling Xiang Yin Feilin Han 49 4 0 26 Dec 2023
FedMS: Federated Learning with Mixture of Sparsely Activated Foundations Models Panlong Wu Kangshuo Li Ting Wang Fangxin Wang FedML MoE 87 4 0 26 Dec 2023
Towards Probing Contact Center Large Language Models Varun Nathan Ayush Kumar Digvijay Ingle Jithendra Vepa 45 0 0 26 Dec 2023
ChartBench: A Benchmark for Complex Visual Reasoning in Charts Zhengzhuo Xu Sinan Du Yiyan Qi Chengjin Xu Chun Yuan Jian Guo 155 49 0 26 Dec 2023
Audiobox: Unified Audio Generation with Natural Language Prompts Apoorv Vyas Bowen Shi Matt Le Andros Tjandra Yi-Chiao Wu ... Chris Summers Carleigh Wood Joshua Lane Mary Williamson Wei-Ning Hsu 133 94 0 25 Dec 2023
Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement Jing Wang Jinagyun Li Chen Chen Yisi Zhang Haoran Shen Tianxiang Zhang VLM 91 15 0 25 Dec 2023
PersianLLaMA: Towards Building First Persian Large Language Model Mohammad Amin Abbasi A. Ghafouri Mahdi Firouzmandi Hassan Naderi B. Minaei-Bidgoli 92 9 0 25 Dec 2023
Alleviating Hallucinations of Large Language Models through Induced Hallucinations Yue Zhang Leyang Cui Wei Bi Shuming Shi HILM 108 57 0 25 Dec 2023
RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair André Silva Sen Fang Martin Monperrus MoMe KELM 138 51 0 25 Dec 2023
Partial Fine-Tuning: A Successor to Full Fine-Tuning for Vision Transformers Peng Ye Yongqi Huang Chongjun Tu Minglei Li Tao Chen Tong He Wanli Ouyang 93 5 0 25 Dec 2023
A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Software Engineering Tasks Wentao Zou Qi Li Jidong Ge Chuanyi Li Xiaoyu Shen LiGuo Huang Bin Luo 95 6 0 25 Dec 2023
Making Large Language Models A Better Foundation For Dense Retrieval Chaofan Li Zheng Liu Shitao Xiao Yingxia Shao RALM 130 47 0 24 Dec 2023
Segment Any Events via Weighted Adaptation of Pivotal Tokens Zhiwen Chen Zhiyu Zhu Yifan Zhang Junhui Hou Guangming Shi Jinjian Wu 73 7 0 24 Dec 2023
ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation Xiaoqi Li Mingxu Zhang Yiran Geng Haoran Geng Yuxing Long Yan Shen Renrui Zhang Jiaming Liu Hao Dong LM&Ro LRM 124 99 0 24 Dec 2023
Multimodal Gen-AI for Fundamental Investment Research Lezhi Li Ting-Yu Chang Hai Wang 55 9 0 24 Dec 2023
Prompt-Propose-Verify: A Reliable Hand-Object-Interaction Data Generation Framework using Foundational Models Gurusha Juneja Sukrit Kumar DiffM 33 0 0 23 Dec 2023
Time Travelling Pixels: Bitemporal Features Integration with Foundation Model for Remote Sensing Image Change Detection Keyan Chen Chengyang Liu Wenyuan Li Zili Liu Hao Chen Haotian Zhang Zhengxia Zou Z. Shi 84 26 0 23 Dec 2023
ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-order Optimization Shuoran Jiang Qingcai Chen Youcheng Pan Yang Xiang Yukang Lin Xiangping Wu Chuanyi Liu Xiaobao Song ODL 77 15 0 23 Dec 2023
Learning from Mistakes: Iterative Prompt Relabeling for Text-to-Image Diffusion Model Training Xinyan Chen Jiaxin Ge Tianjun Zhang Jiaming Liu Shanghang Zhang VLM EGVM 196 0 0 23 Dec 2023
Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning Filippos Christianos Georgios Papoudakis Matthieu Zimmer Thomas Coste Zhihao Wu ... Yicheng Luo Jianye Hao Kun Shao Haitham Bou-Ammar Jun Wang 81 20 0 22 Dec 2023
Numerical Reasoning for Financial Reports Abhinav Arun Ashish Dhiman Mehul Soni Yibei Hu 42 1 0 22 Dec 2023
VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation Max Ku Dongfu Jiang Cong Wei Xiang Yue Wenhu Chen 105 61 0 22 Dec 2023
Voila-A: Aligning Vision-Language Models with User's Gaze Attention Kun Yan Lei Ji Zeyu Wang Yuntao Wang Nan Duan Shuai Ma 122 10 0 22 Dec 2023
Hazards from Increasingly Accessible Fine-Tuning of Downloadable Foundation Models Alan Chan Ben Bucknall Herbie Bradley David M. Krueger 63 6 0 22 Dec 2023
FoodLMM: A Versatile Food Assistant using Large Multi-modal Model Yuehao Yin Huiyan Qi B. Zhu Jingjing Chen Yu-Gang Jiang Chong-Wah Ngo 87 21 0 22 Dec 2023
Aurora:Activating Chinese chat capability for Mixtral-8x7B sparse Mixture-of-Experts through Instruction-Tuning Rongsheng Wang Hao Chen Ruizhe Zhou Yaofei Duan Kunyan Cai ... Jiaxi Cui Jian Li P. Pang Yapeng Wang Tao Tan MoE 68 2 0 22 Dec 2023
Revisiting Few-Shot Object Detection with Vision-Language Models Anish Madan Neehar Peri Shu Kong Deva Ramanan VLM 101 11 0 22 Dec 2023
MetaAID 2.5: A Secure Framework for Developing Metaverse Applications via Large Language Models Hongyin Zhu 80 6 0 22 Dec 2023
Multimodal Attention Merging for Improved Speech Recognition and Audio Event Classification Anirudh S. Sundar Chao-Han Huck Yang David M. Chan Shalini Ghosh Venkatesh Ravichandran P. S. Nidadavolu MoMe 103 9 0 22 Dec 2023