Title
RECKONING: Reasoning through Dynamic Knowledge Encoding Zeming Chen Gail Weiss E. Mitchell Asli Celikyilmaz Antoine Bosselut KELM LRM 106 13 0 10 May 2023
Incorporating Structured Representations into Pretrained Vision & Language Models Using Scene Graphs Roei Herzig Alon Mendelson Leonid Karlinsky Assaf Arbelle Rogerio Feris Trevor Darrell Amir Globerson VLM 106 33 0 10 May 2023
Visual Tuning Bruce X. B. Yu Jianlong Chang Haixin Wang Lin Liu Shijie Wang ... Lingxi Xie Haojie Li Zhouchen Lin Qi Tian Chang Wen Chen VLM 171 41 0 10 May 2023
Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language Models Aldo G. Carranza Rezsa Farahani Natalia Ponomareva Alexey Kurakin Matthew Jagielski Milad Nasr SyDa 73 7 0 10 May 2023
Text-guided High-definition Consistency Texture Model Zhibin Tang Tiantong He DiffM 37 6 0 10 May 2023
Vision-Language Models in Remote Sensing: Current Progress and Future Trends Xiang Li Congcong Wen Yuan Hu Zhenghang Yuan Xiao Xiang Zhu VLM 80 82 0 09 May 2023
Towards Building the Federated GPT: Federated Instruction Tuning Jianyi Zhang Saeed Vahidian Martin Kuo Chunyuan Li Ruiyi Zhang Tong Yu Yufan Zhou Guoyin Wang Yiran Chen ALM FedML 85 132 0 09 May 2023
The emergence of clusters in self-attention dynamics Borjan Geshkovski Cyril Letrouit Yury Polyanskiy Philippe Rigollet 109 56 0 09 May 2023
COKE: A Cognitive Knowledge Graph for Machine Theory of Mind Jincenzi Wu Zhuang Chen Jiawen Deng Sahand Sabour Helen Meng Minlie Huang 85 20 0 09 May 2023
A Taxonomy of Foundation Model based Systems through the Lens of Software Architecture Qinghua Lu Liming Zhu Xiwei Xu Yue Liu Zhenchang Xing Jon Whittle 94 12 0 09 May 2023
SUR-adapter: Enhancing Text-to-Image Pre-trained Diffusion Models with Large Language Models Shan Zhong Zhongzhan Huang Wushao Wen Jinghui Qin Liang Lin 94 41 0 09 May 2023
E2TIMT: Efficient and Effective Modal Adapter for Text Image Machine Translation Cong Ma Yaping Zhang Mei Tu Yang Zhao Yu Zhou Chengqing Zong 90 9 0 09 May 2023
Adapt and Align to Improve Zero-Shot Sketch-Based Image Retrieval Shiyin Dong Mingrui Zhu N. Wang Xinbo Gao VLM 77 3 0 09 May 2023
Influence of External Information on Large Language Models Mirrors Social Cognitive Patterns Ning Bian Hongyu Lin Peilin Liu Yaojie Lu Chunkang Zhang Xianpei Han Xianpei Han Le Sun 78 14 0 08 May 2023
MultiModal-GPT: A Vision and Language Model for Dialogue with Humans T. Gong Chengqi Lyu Shilong Zhang Yudong Wang Miao Zheng Qianmengke Zhao Kuikun Liu Wenwei Zhang Ping Luo Kai-xiang Chen MLLM 103 273 0 08 May 2023
HiFi: High-Information Attention Heads Hold for Parameter-Efficient Model Adaptation Anchun Gui Han Xiao 60 5 0 08 May 2023
CrAFT: Compression-Aware Fine-Tuning for Efficient Visual Task Adaptation J. Heo S. Azizi A. Fayyazi Massoud Pedram 50 0 0 08 May 2023
IIITD-20K: Dense captioning for Text-Image ReID A. V. Subramanyam N. Sundararajan Vibhu Dubey Brejesh Lall VLM 30 3 0 08 May 2023
Towards Prompt-robust Face Privacy Protection via Adversarial Decoupling Augmentation Framework Ruijia Wu Yuhang Wang Huafeng Shi Zhipeng Yu Yichao Wu Ding Liang DiffM 67 9 0 06 May 2023
Residual Prompt Tuning: Improving Prompt Tuning with Residual Reparameterization Anastasia Razdaibiedina Yuning Mao Rui Hou Madian Khabsa M. Lewis Jimmy Ba Amjad Almahairi VLM 79 51 0 06 May 2023
Otter: A Multi-Modal Model with In-Context Instruction Tuning Yue Liu Yuanhan Zhang Liangyu Chen Jinghao Wang Jingkang Yang Ziwei Liu MLLM 85 522 0 05 May 2023
LMEye: An Interactive Perception Network for Large Language Models Yunxin Li Baotian Hu Xinyu Chen Lin Ma Yong-mei Xu Hao Fei MLLM VLM 91 28 0 05 May 2023
Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey Yichi Zhang Rushi Jiao MedIm VLM 113 27 0 05 May 2023
Now It Sounds Like You: Learning Personalized Vocabulary On Device Sida Wang Ashish Shenoy P. Chuang John Nguyen VLM 91 3 0 05 May 2023
DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation Hong Chen Yipeng Zhang Simin Wu Xin Eric Wang Xuguang Duan Yuwei Zhou Wenwu Zhu DiffM 110 51 0 05 May 2023
Personalize Segment Anything Model with One Shot Renrui Zhang Zhengkai Jiang Ziyu Guo Shilin Yan Junting Pan Xianzheng Ma Hao Dong Peng Gao Hongsheng Li MLLM VLM 109 218 0 04 May 2023
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision Zhiqing Sun Songlin Yang Qinhong Zhou Hongxin Zhang Zhenfang Chen David D. Cox Yiming Yang Chuang Gan SyDa ALM 121 339 0 04 May 2023
"Oops, Did I Just Say That?" Testing and Repairing Unethical Suggestions of Large Language Models with Suggest-Critique-Reflect Process Anna Glazkova Zongjie Li Michael Kadantsev Maksim Glazkov KELM 86 14 0 04 May 2023
Visual Transformation Telling Wanqing Cui Mustafa Nasir-Moin Yanyan Lan Viola J. Chen Jiafeng Guo Xueqi Cheng LRM 110 1 0 03 May 2023
Don't Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner Zhengxiang Shi Aldo Lipani VLM CLL 80 22 0 02 May 2023
Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment Zhen Zhang Jialu Wang Xinze Wang VLM 101 2 0 02 May 2023
RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models Dave Van Veen Cara Van Uden Maayane Attias Anuj Pareek Christian Blüthgen ... Jean-Benoit Delbrouck Juan Manuel Zambrano Chaves C. Langlotz Akshay S. Chaudhari John M. Pauly LM&MA 87 29 0 02 May 2023
Consolidator: Mergeable Adapter with Grouped Connections for Visual Adaptation Tianxiang Hao Hui Chen Yuchen Guo Guiguang Ding 132 16 0 30 Apr 2023
SMILE: Single-turn to Multi-turn Inclusive Language Expansion via ChatGPT for Mental Health Support Huachuan Qiu Hongliang He Shuai Zhang Anqi Li Zhenzhong Lan AI4MH 170 29 0 30 Apr 2023
Beyond Classification: Financial Reasoning in State-of-the-Art Language Models Guijin Son Han-Na Jung Moonjeong Hahm Keonju Na Sol Jin AIFin LRM 106 19 0 30 Apr 2023
Event-Free Moving Object Segmentation from Moving Ego Vehicle Zhuyun Zhou Zongwei Wu Danda Pani Paudel Rémi Boutteau Fan Yang Luc Van Gool Radu Timofte D. Ginhac 91 7 0 28 Apr 2023
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model Peng Gao Jiaming Han Renrui Zhang Ziyi Lin Shijie Geng ... Pan Lu Conghui He Xiangyu Yue Hongsheng Li Yu Qiao MLLM 118 588 0 28 Apr 2023
Empirical Analysis of the Strengths and Weaknesses of PEFT Techniques for LLMs George Pu Anirudh Jain Jihan Yin Russell Kaplan 75 43 0 28 Apr 2023
ChatGPT as an Attack Tool: Stealthy Textual Backdoor Attack via Blackbox Generative Model Trigger Jiazhao Li Yijin Yang Zhuofeng Wu V. Vydiswaran Chaowei Xiao SILM 176 46 0 27 Apr 2023
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality Qinghao Ye Haiyang Xu Guohai Xu Jiabo Ye Ming Yan ... Junfeng Tian Qiang Qi Ji Zhang Feiyan Huang Jingren Zhou VLM MLLM 308 956 0 27 Apr 2023
Customized Segment Anything Model for Medical Image Segmentation Kaiwen Zhang Dong Liu MedIm VLM 159 308 0 26 Apr 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Helen Zhou LM&MA 214 682 0 26 Apr 2023
PVP: Pre-trained Visual Parameter-Efficient Tuning Zhao Song Ke Yang Naiyang Guan Junjie Zhu Peng Qiao Qingyong Hu VPVLM VLM 66 3 0 26 Apr 2023
Zero-Shot Slot and Intent Detection in Low-Resource Languages S. Kwon Gagan Bhatia El Moatez Billah Nagoudi Alcides Alcoba Inciarte Muhammad Abdul-Mageed VLM 76 5 0 26 Apr 2023
Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation Junde Wu Rao Fu Yuanpei Liu Huihui Fang Zhao-Yang Wang Yanwu Xu Yueming Jin VLM MedIm 209 507 0 25 Apr 2023
Hint-Aug: Drawing Hints from Foundation Vision Transformers Towards Boosted Few-Shot Parameter-Efficient Tuning Zhongzhi Yu Shang Wu Y. Fu Shunyao Zhang Yingyan Lin 78 6 0 25 Apr 2023
PEFT-Ref: A Modular Reference Architecture and Typology for Parameter-Efficient Finetuning Techniques Mohammed Sabry Anya Belz 95 8 0 24 Apr 2023
Better Question-Answering Models on a Budget Yudhanjaya Wijeratne Ishan Marikar ALM 30 0 0 24 Apr 2023
AMR Parsing with Instruction Fine-tuned Pre-trained Language Models Young-Suk Lee Ramón Fernández Astudillo Radu Florian Tahira Naseem Salim Roukos 66 4 0 24 Apr 2023
Spatial-Language Attention Policies for Efficient Robot Learning Priyam Parashar Vidhi Jain Xiaohan Zhang Jay Vakil Sam Powers Yonatan Bisk Chris Paxton LM&Ro 74 5 0 21 Apr 2023