Title
LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models Shizhe Diao Boyao Wang Hanze Dong Kashun Shum Jipeng Zhang Wei Xiong Tong Zhang ALM 100 66 0 21 Jun 2023
DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models Sidi Lu Wenbo Zhao Chenyang Tao Arpit Gupta Shan Wu Tagyoung Chung Nanyun Peng 44 1 0 20 Jun 2023
A Simple and Effective Pruning Approach for Large Language Models Mingjie Sun Zhuang Liu Anna Bair J. Zico Kolter 173 440 0 20 Jun 2023
Harnessing the Power of Adversarial Prompting and Large Language Models for Robust Hypothesis Generation in Astronomy I. Ciucă Y. Ting 丁 Sandor Kruk K. Iyer 86 11 0 20 Jun 2023
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts Xuan-Phi Nguyen Sharifah Mahani Aljunied Shafiq Joty Lidong Bing 118 38 0 20 Jun 2023
RS5M and GeoRSCLIP: A Large Scale Vision-Language Dataset and A Large Vision-Language Model for Remote Sensing Zilun Zhang Tiancheng Zhao Yulong Guo Yuxiang Cai DiffM VLM 146 67 0 20 Jun 2023
A Novel Counterfactual Data Augmentation Method for Aspect-Based Sentiment Analysis Dongming Wu Lulu Wen Chao Chen Zhaoshu Shi 79 3 0 20 Jun 2023
InRank: Incremental Low-Rank Learning Jiawei Zhao Yifei Zhang Beidi Chen F. Schafer Anima Anandkumar 71 7 0 20 Jun 2023
MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators Yaqi Zhang Di Huang B. Liu Shixiang Tang Yan Lu Lu Chen Lei Bai Qi Chu Nenghai Yu Wanli Ouyang 168 104 0 19 Jun 2023
Structured Thoughts Automaton: First Formalized Execution Model for Auto-Regressive Language Models T. Vanderbruggen C. Liao P. Pirkelbauer Pei-Hung Lin LRM ALM 61 2 0 16 Jun 2023
Just One Byte (per gradient): A Note on Low-Bandwidth Decentralized Language Model Finetuning Using Shared Randomness E. Zelikman Qian Huang Percy Liang Nick Haber Noah D. Goodman 97 16 0 16 Jun 2023
Group Orthogonalization Regularization For Vision Models Adaptation and Robustness Yoav Kurtz Noga Bar Raja Giryes 60 0 0 16 Jun 2023
ClinicalGPT: Large Language Models Finetuned with Diverse Medical Data and Comprehensive Evaluation Guangyu Wang Guoxing Yang Zongxin Du Longjun Fan Xiaohu Li LM&MA ELM AI4MH 74 88 0 16 Jun 2023
A Low-rank Matching Attention based Cross-modal Feature Fusion Method for Conversational Emotion Recognition Yun-Xu Shou Xiangyong Cao Deyu Meng B. Dong Qinghua Zheng 109 50 0 16 Jun 2023
Learning to Summarize and Answer Questions about a Virtual Robot's Past Actions Chad DeChant Iretiayo Akinola Daniel Bauer 88 8 0 16 Jun 2023
LabelBench: A Comprehensive Framework for Benchmarking Adaptive Label-Efficient Learning Jifan Zhang Yifang Chen Gregory H. Canal Stephen Mussmann Arnav M. Das ... Yinglun Zhu Jeffrey Bilmes S. Du Kevin Jamieson Robert D. Nowak VLM 100 12 0 16 Jun 2023
AvatarBooth: High-Quality and Customizable 3D Human Avatar Generation Yifei Zeng Yuanxun Lu Xinya Ji Yao Yao Hao Zhu Xun Cao DiffM 74 30 0 16 Jun 2023
Full Parameter Fine-tuning for Large Language Models with Limited Resources Kai Lv Yuqing Yang Tengxiao Liu Qi-jie Gao Qipeng Guo Xipeng Qiu 130 134 0 16 Jun 2023
Parameter-efficient is not sufficient: Exploring Parameter, Memory, and Time Efficient Adapter Tuning for Dense Predictions Dongshuo Yin Xueting Han Bin Li Hao Feng Jinghua Bai VPVLM 78 19 0 16 Jun 2023
Listener Model for the PhotoBook Referential Game with CLIPScores as Implicit Reference Chain Shih-Lun Wu Yi-Hui Chou Liang Li 61 0 0 16 Jun 2023
DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data Stephanie Fu Netanel Y. Tamir Shobhita Sundaram Lucy Chai Richard Y. Zhang Tali Dekel Phillip Isola EGVM 100 123 0 15 Jun 2023
Conditional Human Sketch Synthesis with Explicit Abstraction Control Da Chen DiffM 63 0 0 15 Jun 2023
Domain-specific ChatBots for Science using Embeddings Kevin G. Yager 70 8 0 15 Jun 2023
PRISMA-DFLLM: An Extension of PRISMA for Systematic Literature Reviews using Domain-specific Finetuned Large Language Models Teo Susnjak 70 11 0 15 Jun 2023
Radiology-GPT: A Large Language Model for Radiology Zheng Liu Aoxiao Zhong Yiwei Li Longtao Yang Chao Ju ... Wen Liu Dinggang Shen Xiang Li Quanzheng Li Tianming Liu LM&MA MedIm AI4CE 143 60 0 14 Jun 2023
Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations Gregor Geigle Radu Timofte Goran Glavaš VLM MLLM 61 5 0 14 Jun 2023
PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation Zhiyuan Hu Chumin Liu Yue Feng Anh Tuan Luu Bryan Hooi DiffM 61 5 0 14 Jun 2023
ZeroForge: Feedforward Text-to-Shape Without 3D Supervision Kelly O. Marshall Minh Pham Ameya Joshi Anushrut Jignasu Aditya Balu Adarsh Krishnamurthy A. Hegde CLIP 60 3 0 14 Jun 2023
ArtWhisperer: A Dataset for Characterizing Human-AI Interactions in Artistic Creations Kailas Vodrahalli James Zou 59 7 0 13 Jun 2023
AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks Alexander Tornede Difan Deng Theresa Eimer Joseph Giovanelli Aditya Mohan ... Sarah Segel Daphne Theodorakopoulos Tanja Tornede Henning Wachsmuth Marius Lindauer 119 24 0 13 Jun 2023
One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning Arnav Chavan Zhuang Liu D. K. Gupta Eric P. Xing Zhiqiang Shen 102 92 0 13 Jun 2023
Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation Shuai Yang Yifan Zhou Ziwei Liu Chen Change Loy VGen DiffM 102 221 0 13 Jun 2023
Unlocking Foundation Models for Privacy-Enhancing Speech Understanding: An Early Study on Low Resource Speech Training Leveraging Label-guided Synthetic Speech Content Tiantian Feng Digbalay Bose Xuan Shi Shrikanth Narayanan 60 1 0 13 Jun 2023
TART: A plug-and-play Transformer module for task-agnostic reasoning Kush S. Bhatia A. Narayan Chris De Sa Christopher Ré LRM ReLM VLM 63 15 0 13 Jun 2023
Controlling Text-to-Image Diffusion by Orthogonal Finetuning Zeju Qiu Wei-yu Liu Haiwen Feng Yuxuan Xue Yao Feng Zhen Liu Dan Zhang Adrian Weller Bernhard Schölkopf DiffM 126 158 0 12 Jun 2023
Scalable 3D Captioning with Pretrained Models Tiange Luo C. Rockwell Honglak Lee Justin Johnson 116 160 0 12 Jun 2023
Transformers learn through gradual rank increase Enric Boix-Adserà Etai Littwin Emmanuel Abbe Samy Bengio J. Susskind 102 37 0 12 Jun 2023
The BEA 2023 Shared Task on Generating AI Teacher Responses in Educational Dialogues Anaïs Tack E. Kochmar Zheng Yuan Serge Bibauw Chris Piech 71 24 0 12 Jun 2023
VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models Sheng-Yen Chou Pin-Yu Chen Tsung-Yi Ho DiffM 104 56 0 12 Jun 2023
CoTran: An LLM-based Code Translator using Reinforcement Learning with Feedback from Compiler and Symbolic Execution Prithwish Jana Piyush Jha Haoyang Ju Gautham Kishore Aryan Mahajan Vijay Ganesh 99 14 0 11 Jun 2023
Language Versatilists vs. Specialists: An Empirical Revisiting on Multilingual Transfer Ability Jiacheng Ye Xijia Tao Lingpeng Kong LRM 75 27 0 11 Jun 2023
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark Zhen-fei Yin Jiong Wang Jianjian Cao Zhelun Shi Dingning Liu ... Lei Bai Xiaoshui Huang Zhiyong Wang Jing Shao Wanli Ouyang MLLM 118 169 0 11 Jun 2023
Face0: Instantaneously Conditioning a Text-to-Image Model on a Face Dani Valevski Danny Lumen Yossi Matias Yaniv Leviathan DiffM VLM 77 77 0 11 Jun 2023
AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder Tal Shaharabany Aviad Dahan Raja Giryes Lior Wolf MedIm VLM 73 73 0 10 Jun 2023
14 Examples of How LLMs Can Transform Materials Science and Chemistry: A Reflection on a Large Language Model Hackathon Kevin Maik Jablonka Qianxiang Ai Alexander H Al-Feghali S. Badhwar Joshua D. Bocarsly Andres M Bran ... Aristana Scourtas K. J. Schmidt Ian Foster Andrew D. White Ben Blaiszik 168 111 0 09 Jun 2023
GANeRF: Leveraging Discriminators to Optimize Neural Radiance Fields Barbara Roessle Norman Muller Lorenzo Porzi Samuel Rota Buló Peter Kontschieder Matthias Nießner 77 19 0 09 Jun 2023
FinGPT: Open-Source Financial Large Language Models Hongyang Yang Xiao-Yang Liu Chris Wang AIFin 90 230 0 09 Jun 2023
How Can Recommender Systems Benefit from Large Language Models: A Survey Jianghao Lin Xinyi Dai Yunjia Xi Weiwen Liu Bo Chen ... Chenxu Zhu Huifeng Guo Yong Yu Ruiming Tang Weinan Zhang LRM 187 224 0 09 Jun 2023
Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation Zhouhong Gu Xiaoxuan Zhu Haoning Ye Lin Zhang Jianchen Wang ... Zili Wang Shusen Wang Weiguo Zheng Hongwei Feng Yanghua Xiao ALM ELM 148 60 0 09 Jun 2023
Customizing General-Purpose Foundation Models for Medical Report Generation Bang-ju Yang Asif Raza Yuexian Zou Tong Zhang MedIm 87 11 0 09 Jun 2023