Title
PrivateLoRA For Efficient Privacy Preserving LLM Yiming Wang Yu Lin Xiaodong Zeng Guannan Zhang 107 14 0 23 Nov 2023
Compositional Zero-shot Learning via Progressive Language-based Observations Lin Li Guikun Chen Jun Xiao Long Chen 112 7 0 23 Nov 2023
Vamos: Versatile Action Models for Video Understanding Shijie Wang Qi Zhao Minh Quan Do Nakul Agarwal Kwonjoon Lee Chen Sun 143 21 0 22 Nov 2023
LM-Cocktail: Resilient Tuning of Language Models via Model Merging Shitao Xiao Zheng Liu Peitian Zhang Xingrun Xing MoMe KELM 158 28 0 22 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 88 13 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 132 109 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 83 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 101 6 0 22 Nov 2023
ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization Prateek Yadav Leshem Choshen Colin Raffel Mohit Bansal 89 14 0 22 Nov 2023
HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data Qifan Yu Juncheng Li Longhui Wei Liang Pang Wentao Ye Bosheng Qin Siliang Tang Qi Tian Yueting Zhuang MLLM VLM 121 82 0 22 Nov 2023
Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning Christopher Liao Theodoros Tsiligkaridis Brian Kulis OODD 111 5 0 21 Nov 2023
Systematic word meta-sense extension Lei Yu 67 1 0 21 Nov 2023
Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey Yunpeng Huang Jingwei Xu Junyu Lai Zixu Jiang Taolue Chen ... Xiaoxing Ma Lijuan Yang Zhou Xin Shupeng Li Penghao Zhao LLMAG KELM 100 66 0 21 Nov 2023
Stable Diffusion For Aerial Object Detection Yanan Jian Fuxun Yu Simranjit Singh Dimitrios Stamoulis 80 8 0 21 Nov 2023
A Survey on Large Language Models for Personalized and Explainable Recommendations Junyi Chen LRM 170 14 0 21 Nov 2023
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis Ruiyang Qin Jun Xia Zhenge Jia Meng Jiang Ahmed Abbasi Peipei Zhou Jingtong Hu Yiyu Shi 115 20 0 21 Nov 2023
Applications of Large Scale Foundation Models for Autonomous Driving Yu Huang Yue Chen Zhu Li ELM AI4CE LRM ALM LM&Ro 153 16 0 20 Nov 2023
Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models Rohit Gandikota Joanna Materzyñska Tingrui Zhou Antonio Torralba David Bau DiffM 116 77 0 20 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 63 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 114 47 0 20 Nov 2023
Zero redundancy distributed learning with differential privacy Zhiqi Bu Justin Chiu Ruixuan Liu Sheng Zha George Karypis 95 8 0 20 Nov 2023
Sparse Low-rank Adaptation of Pre-trained Language Models Ning Ding Xingtai Lv Qiaosen Wang Yulin Chen Bowen Zhou Zhiyuan Liu Maosong Sun 80 70 0 20 Nov 2023
Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning Quanyu Long Wenya Wang Sinno Jialin Pan 109 14 0 20 Nov 2023
MultiLoRA: Democratizing LoRA for Better Multi-Task Learning Yiming Wang Yu Lin Xiaodong Zeng Guannan Zhang MoMe 142 21 0 20 Nov 2023
SecureBERT and LLAMA 2 Empowered Control Area Network Intrusion Detection and Classification Xuemei Li Huirong Fu 36 5 0 19 Nov 2023
LucidDreamer: Towards High-Fidelity Text-to-3D Generation via Interval Score Matching Yixun Liang Xin Yang Jiantao Lin Haodong Li Xiaogang Xu Yingcong Chen 3DGS 83 200 0 19 Nov 2023
FedRA: A Random Allocation Strategy for Federated Tuning to Unleash the Power of Heterogeneous Clients Shangchao Su Bin Li Xiangyang Xue FedML 107 14 0 19 Nov 2023
GaussianDiffusion: 3D Gaussian Splatting for Denoising Diffusion Probabilistic Models with Structured Noise Xinhai Li Huaibin Wang Kuo-Kun Tseng 3DGS 121 29 0 19 Nov 2023
EdgeFM: Leveraging Foundation Model for Open-set Learning on the Edge Bufang Yang Lixing He Neiwen Ling Zhenyu Yan Guoliang Xing Xian Shuai Xiaozhe Ren Xin Jiang 118 22 0 18 Nov 2023
An Embodied Generalist Agent in 3D World Jiangyong Huang Silong Yong Xiaojian Ma Xiongkun Linghu Puhao Li Yan Wang Qing Li Song-Chun Zhu Baoxiong Jia Siyuan Huang LM&Ro 118 176 0 18 Nov 2023
Token-Level Adaptation of LoRA Adapters for Downstream Task Generalization Joshua Belofsky MoMe 64 13 0 17 Nov 2023
Exploring the Relationship between In-Context Learning and Instruction Tuning Hanyu Duan Yixuan Tang Yi Yang Ahmed Abbasi Kar Yan Tam 88 11 0 17 Nov 2023
TaCo: Enhancing Cross-Lingual Transfer for Low-Resource Languages in LLMs through Translation-Assisted Chain-of-Thought Processes Bibek Upadhayay Vahid Behzadan 73 11 0 17 Nov 2023
Text-to-Sticker: Style Tailoring Latent Diffusion Models for Human Expression Animesh Sinha Bo Sun Anmol Kalia Arantxa Casanova Elliot Blanchard ... Ankit Ramchandani Maziar Sanjabi Sonal Gupta Amy Bearman Dhruv Mahajan DiffM 69 4 0 17 Nov 2023
The Chosen One: Consistent Characters in Text-to-Image Diffusion Models Omri Avrahami Amir Hertz Yael Vinker Moab Arar Shlomi Fruchter Ohad Fried Daniel Cohen-Or Dani Lischinski DiffM 127 36 0 16 Nov 2023
Characterizing Tradeoffs in Language Model Decoding with Informational Interpretations Chung-Ching Chang William W. Cohen Yun-hsuan Sung 39 0 0 16 Nov 2023
DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback Yangyi Chen Karan Sikka Michael Cogswell Heng Ji Ajay Divakaran 133 72 0 16 Nov 2023
MetaDreamer: Efficient Text-to-3D Creation With Disentangling Geometry and Texture Lincong Feng Muyu Wang Maoyu Wang Kuo Xu Xiaoli Liu 49 4 0 16 Nov 2023
To be or not to be? an exploration of continuously controllable prompt engineering Yuhan Sun Mukai Li Yixin Cao Kun Wang Wenxiao Wang Xingyu Zeng Rui Zhao LLMAG 39 3 0 16 Nov 2023
Slide-SAM: Medical SAM Meets Sliding Window Quan Quan Fenghe Tang Zikang Xu Heqin Zhu S.Kevin Zhou VLM MedIm 86 8 0 16 Nov 2023
Do Physicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation Zonghai Yao Ahmed Jaafar Beining Wang Zhichao Yang Hong-ye Yu LM&MA 85 2 0 16 Nov 2023
Trustworthy Large Models in Vision: A Survey Ziyan Guo Li Xu Jun Liu MU 130 0 0 16 Nov 2023
On Retrieval Augmentation and the Limitations of Language Model Training Ting-Rui Chiang Xinyan Velocity Yu Joshua Robinson Ollie Liu Isabelle Lee Dani Yogatama RALM 59 0 0 16 Nov 2023
Digital Socrates: Evaluating LLMs through Explanation Critiques Yuling Gu Oyvind Tafjord Peter Clark ELM LRM 77 2 0 16 Nov 2023
Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying Adithya Renduchintala Tugrul Konuk Oleksii Kuchaiev MoMe 104 49 0 16 Nov 2023
Reducing Privacy Risks in Online Self-Disclosures with Language Models Yao Dou Isadora Krsek Tarek Naous Anubha Kabra Sauvik Das Alan Ritter Wei Xu 103 30 0 16 Nov 2023
Stealthy and Persistent Unalignment on Large Language Models via Backdoor Injections Yuanpu Cao Bochuan Cao Jinghui Chen 99 28 0 15 Nov 2023
Investigating the Emergent Audio Classification Ability of ASR Foundation Models Rao Ma Adian Liusie Mark Gales Kate Knill 98 11 0 15 Nov 2023
VideoCon: Robust Video-Language Alignment via Contrast Captions Hritik Bansal Yonatan Bitton Idan Szpektor Kai-Wei Chang Aditya Grover 60 18 0 15 Nov 2023
Assessing Translation capabilities of Large Language Models involving English and Indian Languages Vandan Mujadia Ashok Urlana Yash Bhaskar Penumalla Aditya Pavani Kukkapalli Shravya Parameswari Krishnamurthy D. Sharma ELM 341 8 0 15 Nov 2023