Title
Eight Methods to Evaluate Robust Unlearning in LLMs Aengus Lynch Phillip Guo Aidan Ewart Stephen Casper Dylan Hadfield-Menell ELM MU 132 82 0 26 Feb 2024
ConSept: Continual Semantic Segmentation via Adapter-based Vision Transformer Bowen Dong Guanglei Yang W. Zuo Lei Zhang 93 1 0 26 Feb 2024
UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images Zhen Chen Qing Xu Xinyu Liu Yixuan Yuan MedIm 95 17 0 26 Feb 2024
LangGPT: Rethinking Structured Reusable Prompt Design Framework for LLMs from the Programming Language Ming Wang Yuanzhong Liu Xiaoyu Liang Songlian Li Yijie Huang ... Shi Feng Chi Zhang Yifei Zhang Minghui Zheng Jigang Li 135 15 0 26 Feb 2024
Aligning Large Language Models to a Domain-specific Graph Database Yuanyuan Liang Keren Tan Tingyu Xie Wenbiao Tao Siyuan Wang Yunshi Lan Weining Qian 95 8 0 26 Feb 2024
Integrating Large Language Models with Graphical Session-Based Recommendation Naicheng Guo Hongwei Cheng Qianqiao Liang Lin Chen Bing Han 97 5 0 26 Feb 2024
Immunization against harmful fine-tuning attacks Domenic Rosati Jan Wehner Kai Williams Lukasz Bartoszcze Jan Batzner Hassan Sajjad Frank Rudzicz AAML 109 22 0 26 Feb 2024
LLM Inference Unveiled: Survey and Roofline Model Insights Zhihang Yuan Yuzhang Shang Yang Zhou Zhen Dong Zhe Zhou ... Yong Jae Lee Yan Yan Beidi Chen Guangyu Sun Kurt Keutzer 240 91 0 26 Feb 2024
Feedback Efficient Online Fine-Tuning of Diffusion Models Masatoshi Uehara Yulai Zhao Kevin Black Ehsan Hajiramezanali Gabriele Scalia N. Diamant Alex Tseng Sergey Levine Tommaso Biancalani 121 28 0 26 Feb 2024
Personalized Federated Instruction Tuning via Neural Architecture Search Peng Zhang Yingbo Zhou Ming Hu Junxian Feng Jiawen Weng Mingsong Chen FedML 79 5 0 26 Feb 2024
QASE Enhanced PLMs: Improved Control in Text Generation for MRC Lin Ai Zheng Hui Zizhou Liu Julia Hirschberg 58 0 0 26 Feb 2024
m2mKD: Module-to-Module Knowledge Distillation for Modular Transformers Ka Man Lo Yiming Liang Wenyu Du Yuantao Fan Zili Wang Wenhao Huang Lei Ma Jie Fu MoE 105 2 0 26 Feb 2024
GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning Han Zou Qiyang Zhao Lina Bariah Yu Tian M. Bennis S. Lasaulce 158 14 0 26 Feb 2024
One-stage Prompt-based Continual Learning Youngeun Kim Yuhang Li Priyadarshini Panda VLM CLL 82 7 0 25 Feb 2024
ChatMusician: Understanding and Generating Music Intrinsically with LLM Ti-Fen Pan Hanfeng Lin Yi Wang Zeyue Tian Shangda Wu ... Gus Xia Roger Dannenberg Wei Xue Shiyin Kang Yike Guo 176 44 0 25 Feb 2024
PeriodicLoRA: Breaking the Low-Rank Bottleneck in LoRA Optimization Xiangdi Meng Damai Dai Weiyao Luo Zhe Yang Shaoxiang Wu Xiaochen Wang Peiyi Wang Qingxiu Dong Liang Chen Zhifang Sui 170 13 0 25 Feb 2024
InstructEdit: Instruction-based Knowledge Editing for Large Language Models Ningyu Zhang Bo Tian Siyuan Cheng Xiaozhuan Liang Yi Hu Kouying Xue Yanjie Gou Xi Chen Huajun Chen KELM 97 5 0 25 Feb 2024
StochCA: A Novel Approach for Exploiting Pretrained Models with Cross-Attention SeungWon Seo Suho Lee Sangheum Hwang 83 0 0 25 Feb 2024
LoRA Meets Dropout under a Unified Framework Sheng Wang Liheng Chen Jiyue Jiang Boyang Xue Lingpeng Kong Chuan Wu 79 17 0 25 Feb 2024
Multimodal Instruction Tuning with Conditional Mixture of LoRA Ying Shen Zhiyang Xu Qifan Wang Yu Cheng Wenpeng Yin Lifu Huang 82 20 0 24 Feb 2024
SemEval-2024 Task 8: Weighted Layer Averaging RoBERTa for Black-Box Machine-Generated Text Detection Ayan Datta Aryan Chandramania Radhika Mamidi DeLMO 27 1 0 24 Feb 2024
PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA Sheng Wang Boyang Xue Jiacheng Ye Jiyue Jiang Liheng Chen Lingpeng Kong Chuan Wu 92 15 0 24 Feb 2024
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models Yanzheng Xiang Hanqi Yan Lin Gui Yulan He 68 9 0 23 Feb 2024
MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs Ziheng Jiang Yanghua Peng Yinmin Zhong Qi Huang Yangrui Chen ... Zhe Li X. Jia Jia-jun Ye Xin Jin Xin Liu LRM 126 124 0 23 Feb 2024
Language-Based User Profiles for Recommendation Joyce Zhou Yijia Dai Thorsten Joachims 74 9 0 23 Feb 2024
A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models S. Hegselmann Zejiang Shen Florian Gierse Monica Agrawal David Sontag Xiaoyi Jiang HILM VLM 98 6 0 23 Feb 2024
AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks Zekang Yang Wang Zeng Sheng Jin Chao Qian Ping Luo Wentao Liu MLLM VLM 106 10 0 23 Feb 2024
Chitchat as Interference: Adding User Backstories to Task-Oriented Dialogues Armand Stricker P. Paroubek 81 4 0 23 Feb 2024
Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control Masatoshi Uehara Yulai Zhao Kevin Black Ehsan Hajiramezanali Gabriele Scalia N. Diamant Alex Tseng Tommaso Biancalani Sergey Levine 94 52 0 23 Feb 2024
Advancing Parameter Efficiency in Fine-tuning via Representation Editing Muling Wu Tianlong Li Xiaohua Wang Changze Lv Changze Lv Zixuan Ling Jianhao Zhu Cenyuan Zhang Xiaoqing Zheng Xuanjing Huang 81 25 0 23 Feb 2024
PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning Zhisheng Lin Han Fu Chenghao Liu Zhuo Li Jianling Sun MoE MoMe 67 6 0 23 Feb 2024
Fine-tuning Large Language Models for Domain-specific Machine Translation Jiawei Zheng Hanghai Hong Xiaoli Wang Jingsong Su Yonggui Liang Shikai Wu ALM 69 41 0 23 Feb 2024
KIEval: A Knowledge-grounded Interactive Evaluation Framework for Large Language Models Zhuohao Yu Chang Gao Wenjin Yao Yidong Wang Wei Ye Jindong Wang Xing Xie Yue Zhang Shikun Zhang 90 28 0 23 Feb 2024
Second-Order Fine-Tuning without Pain for LLMs:A Hessian Informed Zeroth-Order Optimizer Yanjun Zhao Sizhe Dang Haishan Ye Guang Dai Yi Qian Ivor W.Tsang 177 13 0 23 Feb 2024
opp/ai: Optimistic Privacy-Preserving AI on Blockchain Cathie So KD Conway Xiaohang Yu Suning Yao Kartin Wong 55 3 0 22 Feb 2024
CommVQA: Situating Visual Question Answering in Communicative Contexts N. Naik Christopher Potts Elisa Kreiss CoGe 39 0 0 22 Feb 2024
Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment Jiong Wang Jiazhao Li Yiquan Li Xiangyu Qi Junjie Hu Yixuan Li P. McDaniel Muhao Chen Bo Li Chaowei Xiao AAML SILM 113 22 0 22 Feb 2024
PALO: A Polyglot Large Multimodal Model for 5B People Muhammad Maaz H. Rasheed Abdelrahman M. Shaker Salman Khan Hisham Cholakal Rao M. Anwer Timothy Baldwin Michael Felsberg Fahad S. Khan VLM LRM 151 15 0 22 Feb 2024
Identifying Multiple Personalities in Large Language Models with External Evaluation Xiaoyang Song Yuta Adachi Jessie Feng Mouwei Lin Linhao Yu Frank Li Akshat Gupta Gopala Anumanchipalli Simerjot Kaur LLMAG 88 8 0 22 Feb 2024
Consolidating Attention Features for Multi-view Image Editing Or Patashnik Rinon Gal Daniel Cohen-Or Jun-Yan Zhu Fernando de la Torre 73 6 0 22 Feb 2024
Customize-A-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models Yixuan Ren Yang Zhou Jimei Yang Jing Shi Difan Liu Feng Liu Mingi Kwon Abhinav Shrivastava DiffM VGen 145 37 0 22 Feb 2024
Prompting a Pretrained Transformer Can Be a Universal Approximator Aleksandar Petrov Philip Torr Adel Bibi 74 12 0 22 Feb 2024
Two-stage Cytopathological Image Synthesis for Augmenting Cervical Abnormality Screening Zhenrong Shen Manman Fei Xin Wang Jiangdong Cai Sheng Wang Lichi Zhang Qian Wang MedIm 121 0 0 22 Feb 2024
Q-Probe: A Lightweight Approach to Reward Maximization for Language Models Kenneth Li Samy Jelassi Hugh Zhang Sham Kakade Martin Wattenberg David Brandfonbrener 138 11 0 22 Feb 2024
CoLoRA: Continuous low-rank adaptation for reduced implicit neural modeling of parameterized partial differential equations Jules Berman Benjamin Peherstorfer 91 10 0 22 Feb 2024
Towards Seamless Adaptation of Pre-trained Models for Visual Place Recognition Feng Lu Lijun Zhang Xiangyuan Lan Shuting Dong Yaowei Wang Chun Yuan 114 34 0 22 Feb 2024
Towards Robust Instruction Tuning on Multimodal Large Language Models Wei Han Hui Chen Soujanya Poria MLLM 80 1 0 22 Feb 2024
Cost-Efficient Subjective Task Annotation and Modeling through Few-Shot Annotator Adaptation Preni Golazizian Ali Omrani Alireza S. Ziabari Morteza Dehghani 49 1 0 21 Feb 2024
Real-time 3D-aware Portrait Editing from a Single Image Qingyan Bai Zifan Shi Yinghao Xu Hao Ouyang Qiuyu Wang Ceyuan Yang Xuan Wang Gordon Wetzstein Yujun Shen Qifeng Chen 3DH DiffM 122 10 0 21 Feb 2024
Towards Building Multilingual Language Model for Medicine Pengcheng Qiu Chaoyi Wu Xiaoman Zhang Weixiong Lin Haicheng Wang Ya Zhang Yanfeng Wang Weidi Xie LM&MA ELM 124 90 0 21 Feb 2024