Title
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model Zihan Zhong Zhiqiang Tang Tong He Haoyang Fang Chun Yuan 104 49 0 31 Jan 2024
SimAda: A Simple Unified Framework for Adapting Segment Anything Model in Underperformed Scenes Yiran Song Qianyu Zhou Xuequan Lu Zhiwen Shao Lizhuang Ma 87 7 0 31 Jan 2024
Assertion Detection Large Language Model In-context Learning LoRA Fine-tuning Yuelyu Ji Zeshui Yu Yanshan Wang 74 0 0 31 Jan 2024
Towards Understanding Variants of Invariant Risk Minimization through the Lens of Calibration Kotaro Yoshida Hiroki Naganuma 157 2 0 31 Jan 2024
How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation? Rheeya Uppaal Yixuan Li Junjie Hu 154 6 0 31 Jan 2024
Efficient Tool Use with Chain-of-Abstraction Reasoning Silin Gao Jane Dwivedi-Yu Ping Yu X. Tan Ramakanth Pasunuru O. Yu. Golovneva Koustuv Sinha Asli Celikyilmaz Antoine Bosselut Tianlu Wang LRM 115 22 0 30 Jan 2024
PlantoGraphy: Incorporating Iterative Design Process into Generative Artificial Intelligence for Landscape Rendering Rong Huang Haichuan Lin Chuanzhang Chen Kang Zhang Wei Zeng 84 19 0 30 Jan 2024
Finetuning Large Language Models for Vulnerability Detection Alexey Shestov Rodion Levichev Ravil Mussabayev Evgeny Maslov Anton Cheshkov Pavel Zadorozhny 80 31 0 30 Jan 2024
Aalap: AI Assistant for Legal & Paralegal Functions in India Aman Tiwari Prathamesh Kalamkar Atreyo Banerjee S. Karn V. Hemachandran Smita Gupta AILaw ELM VLM 73 1 0 30 Jan 2024
Repositioning the Subject within Image Yikai Wang Chenjie Cao Ke Fan Qiaole Dong Yifan Li Xiangyang Xue Yanwei Fu DiffM 99 2 0 30 Jan 2024
H2O-Danube-1.8B Technical Report Philipp Singer Pascal Pfeiffer Yauhen Babakhin Maximilian Jeblick Nischay Dhankhar Gabor Fodor SriSatish Ambati VLM 63 8 0 30 Jan 2024
Pick-and-Draw: Training-free Semantic Guidance for Text-to-Image Personalization Henglei Lv Jiayu Xiao Liang Li Qingming Huang DiffM 100 6 0 30 Jan 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 250 18 0 30 Jan 2024
Improving Reinforcement Learning from Human Feedback with Efficient Reward Model Ensemble Shun Zhang Zhenfang Chen Sunli Chen Yikang Shen Zhiqing Sun Chuang Gan 82 27 0 30 Jan 2024
InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model Xiao-wen Dong Pan Zhang Yuhang Zang Yuhang Cao Bin Wang ... Conghui He Xingcheng Zhang Yu Qiao Dahua Lin Jiaqi Wang VLM MLLM 159 268 0 29 Jan 2024
MAPLE: Micro Analysis of Pairwise Language Evolution for Few-Shot Claim Verification Xia Zeng A. Zubiaga 107 5 0 29 Jan 2024
Spectral Co-Distillation for Personalized Federated Learning Zihan Chen Howard H. Yang Tony Q.S. Quek Kai Fong Ernest Chong OOD FedML 94 14 0 29 Jan 2024
Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models Zhongjie Duan Chengyu Wang Cen Chen Weining Qian Jun Huang DiffM 51 7 0 29 Jan 2024
LLaMandement: Large Language Models for Summarization of French Legislative Proposals Joseph Gesnouin Yannis Tannier Christophe Gomes Da Silva Hatim Tapory Camille Brier ... Emmanuel Cortes Pierre-Etienne Devineau Ulrich Tan Esther Mac Namara Su Yang AILaw 90 8 0 29 Jan 2024
LLaVA-MoLE: Sparse Mixture of LoRA Experts for Mitigating Data Conflicts in Instruction Finetuning MLLMs Shaoxiang Chen Zequn Jie Lin Ma MoE 169 59 0 29 Jan 2024
Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors Shiyin Dong Mingrui Zhu Kun Cheng Nannan Wang Xinbo Gao DiffM 45 3 0 29 Jan 2024
Diffusion Facial Forgery Detection Harry Cheng Yangyang Guo Tianyi Wang L. Nie Mohan S. Kankanhalli 115 19 0 29 Jan 2024
Object-Driven One-Shot Fine-tuning of Text-to-Image Diffusion with Prototypical Embedding Jianxiang Lu Cong Xie Hui Guo DiffM 188 5 0 28 Jan 2024
FengWu-GHR: Learning the Kilometer-scale Medium-range Global Weather Forecasting Tao Han Song Guo Fenghua Ling Kang Chen Junchao Gong Jing-Jia Luo Junxia Gu Kan Dai Wanli Ouyang Lei Bai AI4Cl 71 18 0 28 Jan 2024
Baichuan2-Sum: Instruction Finetune Baichuan2-7B Model for Dialogue Summarization Jianfei Xiao Yancan Chen Yimin Ou Hanyi Yu Kai Shu Yiyong Xiao ALM 63 11 0 27 Jan 2024
How We Refute Claims: Automatic Fact-Checking through Flaw Identification and Explanation Wei-Yu Kao An-Zi Yen HILM 29 4 0 27 Jan 2024
SkipViT: Speeding Up Vision Transformers with a Token-Level Skip Connection Foozhan Ataiefard Walid Ahmed Habib Hajimolahoseini Saina Asani Farnoosh Javadi Mohammad Hassanpour Omar Mohamed Awad Austin Wen Kangling Liu Yang Liu ViT 67 3 0 27 Jan 2024
SAM-based instance segmentation models for the automation of structural damage detection Zehao Ye Lucy Lovell A. Faramarzi Jelena Ninić 99 15 0 27 Jan 2024
HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy Yongkang Liu Yiqun Zhang Qian Li Tong Liu Shi Feng Daling Wang Yifei Zhang Hinrich Schütze 87 9 0 26 Jan 2024
Health Text Simplification: An Annotated Corpus for Digestive Cancer Education and Novel Strategies for Reinforcement Learning Md Mushfiqur Rahman Mohammad Sabik Irbaz Kai North Michelle S. Williams Marcos Zampieri Kevin Lybarger 82 1 0 26 Jan 2024
SliceGPT: Compress Large Language Models by Deleting Rows and Columns Saleh Ashkboos Maximilian L. Croci Marcelo Gennari do Nascimento Torsten Hoefler James Hensman VLM 220 186 0 26 Jan 2024
TIP-Editor: An Accurate 3D Editor Following Both Text-Prompts And Image-Prompts Jingyu Zhuang Di Kang Yan-Pei Cao Guanbin Li Liang Lin Ying Shan DiffM 3DGS 137 42 0 26 Jan 2024
Large Language Model Adaptation for Financial Sentiment Analysis Pau Rodriguez Inserte Mariam Nakhlé Raheel Qader Gaëtan Caillaut Jingshu Liu 42 14 0 26 Jan 2024
Turn-taking and Backchannel Prediction with Acoustic and Large Language Model Fusion Jinhan Wang Long Chen Aparna Khare A. Raju Pranav Dheram Di He Minhua Wu A. Stolcke Venkatesh Ravichandran 56 11 0 26 Jan 2024
Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling David Dukić Jan Šnajder 85 16 0 25 Jan 2024
Assessing the Portability of Parameter Matrices Trained by Parameter-Efficient Finetuning Methods Mohammed Sabry Anya Belz 75 0 0 25 Jan 2024
When Geoscience Meets Generative AI and Large Language Models: Foundations, Trends, and Future Challenges Abdenour Hadid Tanujit Chakraborty Daniel Busby AI4CE 116 15 0 25 Jan 2024
The Risk of Federated Learning to Skew Fine-Tuning Features and Underperform Out-of-Distribution Robustness Mengyao Du Miao Zhang Yuwen Pu Kai Xu Shouling Ji Quanjun Yin 91 1 0 25 Jan 2024
StyleInject: Parameter Efficient Tuning of Text-to-Image Diffusion Models Mohan Zhou Yalong Bai Qing Yang Tiejun Zhao 54 0 0 25 Jan 2024
Towards 3D Molecule-Text Interpretation in Language Models Changhao Nai Zhiyuan Liu Yancheng Luo Xiang Wang Xiangnan He Kenji Kawaguchi Tat-Seng Chua Qi Tian AI4CE 106 49 0 25 Jan 2024
A Survey of Deep Learning and Foundation Models for Time Series Forecasting John A. Miller Mohammed Aldosari Farah Saeed Nasid Habib Barna Subas Rana I. Arpinar Ninghao Liu AI4TS AI4CE 111 22 0 25 Jan 2024
A Unified Approach to Emotion Detection and Task-Oriented Dialogue Modeling Armand Stricker P. Paroubek 122 1 0 24 Jan 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild Fanghua Yu Jinjin Gu Zheyuan Li Jinfan Hu Xiangtao Kong Xintao Wang Jingwen He Yu Qiao Chao Dong 108 157 0 24 Jan 2024
MM-LLMs: Recent Advances in MultiModal Large Language Models Duzhen Zhang Yahan Yu Jiahua Dong Chenxing Li Dan Su Chenhui Chu Dong Yu OffRL LRM 164 217 0 24 Jan 2024
Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction Qi Sun Kun Huang Xiaocui Yang Rong Tong Kun Zhang Soujanya Poria 78 23 0 24 Jan 2024
ChatterBox: Multi-round Multimodal Referring and Grounding Yunjie Tian Tianren Ma Lingxi Xie Jihao Qiu Xi Tang Yuan Zhang Jianbin Jiao Qi Tian Qixiang Ye 77 14 0 24 Jan 2024
MaLA-500: Massive Language Adaptation of Large Language Models Peiqin Lin Shaoxiong Ji Jörg Tiedemann André F. T. Martins Hinrich Schütze ELM 120 18 0 24 Jan 2024
UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems Hongru Wang Wenyu Huang Yang Deng Rui Wang Zezhong Wang Yufei Wang Fei Mi Jeff Z. Pan Kam-Fai Wong RALM 114 33 0 24 Jan 2024
Segment Any Cell: A SAM-based Auto-prompting Fine-tuning Framework for Nuclei Segmentation Saiyang Na Yuzhi Guo Feng Jiang Hehuan Ma Junzhou Huang VLM MedIm 86 16 0 24 Jan 2024
MLLMReID: Multimodal Large Language Model-based Person Re-identification Shan Yang Yongfei Zhang LRM 78 4 0 24 Jan 2024