Title
PrivateLoRA For Efficient Privacy Preserving LLM Yiming Wang Yu Lin Xiaodong Zeng Guannan Zhang 66 11 0 23 Nov 2023
CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning Yilun Liu Shimin Tao Xiaofeng Zhao Ming Zhu Wenbing Ma ... Min Zhang Hongxia Ma Li Zhang Hao Yang Yanfei Jiang 39 11 0 22 Nov 2023
Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model Kai Yang Jian Tao Jiafei Lyu Chunjiang Ge Jiaxin Chen Qimai Li Weihan Shen Xiaolong Zhu Xiu Li EGVM 23 89 0 22 Nov 2023
The Challenges of Image Generation Models in Generating Multi-Component Images Tham Yik Foong Shashank Kotyan Poyuan Mao Danilo Vasconcellos Vargas EGVM 57 1 0 22 Nov 2023
Boosting3D: High-Fidelity Image-to-3D by Boosting 2D Diffusion Prior to 3D Prior with Progressive Learning Kai Yu Jinlin Liu Mengyang Feng Miaomiao Cui Xuansong Xie 45 6 0 22 Nov 2023
On the Potential and Limitations of Few-Shot In-Context Learning to Generate Metamorphic Specifications for Tax Preparation Software Dananjay Srinivas Rohan Das Saeid Tizpaz-Niari Ashutosh Trivedi Maria Leonor Pacheco 33 4 0 20 Nov 2023
Continual Learning: Applications and the Road Forward Eli Verwimp Rahaf Aljundi Shai Ben-David Matthias Bethge Andrea Cossu ... Joost van de Weijer Bing Liu Vincenzo Lomonaco Tinne Tuytelaars Gido M. van de Ven CLL 48 45 0 20 Nov 2023
Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying Adithya Renduchintala Tugrul Konuk Oleksii Kuchaiev MoMe 41 42 0 16 Nov 2023
SiRA: Sparse Mixture of Low Rank Adaptation Yun Zhu Nevan Wichers Chu-Cheng Lin Xinyi Wang Tianlong Chen ... Han Lu Canoee Liu Liangchen Luo Jindong Chen Lei Meng MoE 35 27 0 15 Nov 2023
How Vocabulary Sharing Facilitates Multilingualism in LLaMA? Fei Yuan Shuai Yuan Zhiyong Wu Lei Li 42 10 0 15 Nov 2023
Secure Transformer Inference Protocol Mu Yuan Lan Zhang Xiang-Yang Li 42 3 0 14 Nov 2023
Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models Yunfei Chu Jin Xu Xiaohuan Zhou Qian Yang Shiliang Zhang Zhijie Yan Chang Zhou Jingren Zhou AuLLM 42 280 0 14 Nov 2023
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey Garima Agrawal Tharindu Kumarage Zeyad Alghami Huanmin Liu 42 81 0 14 Nov 2023
Aggregate, Decompose, and Fine-Tune: A Simple Yet Effective Factor-Tuning Method for Vision Transformer Dongping Chen 41 3 0 12 Nov 2023
u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model Jinjin Xu Liwu Xu Yuzhe Yang Xiang Li Fanyi Wang Yanchun Xie Yi-Jie Huang Yaqian Li MoE MLLM VLM 34 13 0 09 Nov 2023
BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings Xianming Li Jing Li 45 13 0 09 Nov 2023
A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization Xingzhe He Zhiwen Cao Nicholas I. Kolkin Lantao Yu Kun Wan Helge Rhodin Ratheesh Kalarot 45 13 0 07 Nov 2023
GQKVA: Efficient Pre-training of Transformers by Grouping Queries, Keys, and Values Farnoosh Javadi Walid Ahmed Habib Hajimolahoseini Foozhan Ataiefard Mohammad Hassanpour Saina Asani Austin Wen Omar Mohamed Awad Kangling Liu Yang Liu VLM 42 7 0 06 Nov 2023
LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B Simon Lermen Charlie Rogers-Smith Jeffrey Ladish ALM 31 83 0 31 Oct 2023
Herd: Using multiple, smaller LLMs to match the performances of proprietary, large LLMs via an intelligent composer S. N. Hari Matt Thomson 37 0 0 30 Oct 2023
FedPEAT: Convergence of Federated Learning, Parameter-Efficient Fine Tuning, and Emulator Assisted Tuning for Artificial Intelligence Foundation Models with Mobile Edge Computing Terence Jie Chua Wen-li Yu Junfeng Zhao Kwok-Yan Lam FedML 32 5 0 26 Oct 2023
Content-based Controls For Music Large Language Modeling Liwei Lin Gus Xia Junyan Jiang Yixiao Zhang 20 14 0 26 Oct 2023
netFound: Foundation Model for Network Security Satyandra Guthula Navya Battula Roman Beltiukov Wenbo Guo Arpit Gupta Inder Monga 38 14 0 25 Oct 2023
Privately Aligning Language Models with Reinforcement Learning Fan Wu Huseyin A. Inan A. Backurs Varun Chandrasekaran Janardhan Kulkarni Robert Sim 38 6 0 25 Oct 2023
Improving Few-shot Generalization of Safety Classifiers via Data Augmented Parameter-Efficient Fine-Tuning Ananth Balashankar Xiao Ma Aradhana Sinha Ahmad Beirami Yao Qin Jilin Chen Alex Beutel 24 2 0 25 Oct 2023
DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior Jingxiang Sun Bo Zhang Ruizhi Shao Lizhen Wang Wen Liu Zhenda Xie Yebin Liu 51 132 0 25 Oct 2023
DEFT: Data Efficient Fine-Tuning for Pre-Trained Language Models via Unsupervised Core-Set Selection Devleena Das Vivek Khetan 34 1 0 25 Oct 2023
Alquist 5.0: Dialogue Trees Meet Generative Models. A Novel Approach for Enhancing SocialBot Conversations Ondrej Kobza Jan Cuhel Tommaso Gargiani David Herel Petr Marek 26 3 0 24 Oct 2023
Text2Topic: Multi-Label Text Classification System for Efficient Topic Detection in User Generated Content with Zero-Shot Capabilities Fengjun Wang Moran Beladev Ofri Kleinfeld Elina Frayerman Tal Shachar Eran Fainman Karen Lastmann Assaraf Sarai Mizrachi Benjamin Wang VLM 15 9 0 23 Oct 2023
$Λ$ -Split: A Privacy-Preserving Split Computing Framework for Cloud-Powered Generative AI Shoki Ohta Takayuki Nishio 72 4 0 23 Oct 2023
PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain Wei-wei Zhu Xiaoling Wang Huanran Zheng Mosha Chen Buzhou Tang ELM LM&MA 31 33 0 22 Oct 2023
Towards a General Framework for Continual Learning with Pre-training Liyuan Wang Jingyi Xie Xingxing Zhang Hang Su Jun Zhu CLL 41 3 0 21 Oct 2023
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing Xinyu Hu Pengfei Tang Simiao Zuo Zihan Wang Bowen Song Qiang Lou Jian Jiao Denis Xavier Charles LRM 48 7 0 20 Oct 2023
AllTogether: Investigating the Efficacy of Spliced Prompt for Web Navigation using Large Language Models Jiarun Liu Wentao Hu Chunhong Zhang 30 2 0 20 Oct 2023
DreamSpace: Dreaming Your Room Space with Text-Driven Panoramic Texture Propagation Bangbang Yang Wenqi Dong Lin Ma Wenbo Hu Xiao Liu Zhaopeng Cui Yuewen Ma DiffM 33 16 0 19 Oct 2023
Audio Editing with Non-Rigid Text Prompts Francesco Paissan Luca Della Libera Zhepei Wang Mirco Ravanelli Paris Smaragdis Cem Subakan DiffM 46 5 0 19 Oct 2023
Matrix Compression via Randomized Low Rank and Low Precision Factorization R. Saha Varun Srivastava Mert Pilanci 26 19 0 17 Oct 2023
Correction Focused Language Model Training for Speech Recognition Yingyi Ma Zhe Liu Ozlem Kalinli KELM 40 3 0 17 Oct 2023
Scene Graph Conditioning in Latent Diffusion Frank Fundel DiffM 43 0 0 16 Oct 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Keli Zhang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 45 118 0 16 Oct 2023
AdaLomo: Low-memory Optimization with Adaptive Learning Rate Kai Lv Hang Yan Qipeng Guo Haijun Lv Xipeng Qiu ODL 27 20 0 16 Oct 2023
Decomposed Prompt Tuning via Low-Rank Reparameterization Yao Xiao Lu Xu Jiaxi Li Wei Lu Xiaoli Li VLM 25 6 0 16 Oct 2023
JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuning Issey Sukeda Masahiro Suzuki Hiroki Sakaji Satoshi Kodera LM&MA 33 7 0 16 Oct 2023
Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks Woojin Cho Kookjin Lee Donsub Rim Noseong Park AI4CE PINN 37 16 0 14 Oct 2023
SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation Zhehuai Chen He Huang A. Andrusenko Oleksii Hrinchuk Krishna C. Puvvada Jason Chun Lok Li Subhankar Ghosh Jagadeesh Balam Boris Ginsburg LRM 34 51 0 13 Oct 2023
PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming Chufan Gao Xulin Fan Jimeng Sun Xuan Wang 29 4 0 13 Oct 2023
Automated Claim Matching with Large Language Models: Empowering Fact-Checkers in the Fight Against Misinformation Eun Cheol Choi Emilio Ferrara 46 17 0 13 Oct 2023
Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model Qichen Ye Junling Liu Dading Chong Peilin Zhou Yining Hua ... Meng Cao Ziming Wang Xuxin Cheng Andrew Liu Zhenhua Guo AI4MH LM&MA ELM 35 20 0 13 Oct 2023
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models Haoran Luo E. Haihong Zichen Tang Shiyao Peng Yikai Guo ... Guanting Dong Meina Song Wei Lin Yifan Zhu Luu Anh Tuan RALM 36 38 0 13 Oct 2023
LLaMA Rider: Spurring Large Language Models to Explore the Open World Yicheng Feng Yuxuan Wang Jiazheng Liu Sipeng Zheng Zongqing Lu LLMAG LRM 18 16 0 13 Oct 2023