Title
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models Yuyan Shi Jialu Ma Jin Yang Shasha Wang Yichi Zhang MedIm VLM 77 2 0 20 Apr 2024
MoVA: Adapting Mixture of Vision Experts to Multimodal Context Zhuofan Zong Bingqi Ma Dazhong Shen Guanglu Song Hao Shao Dongzhi Jiang Hongsheng Li Yu Liu MoE 110 51 0 19 Apr 2024
Sample Design Engineering: An Empirical Study of What Makes Good Downstream Fine-Tuning Samples for LLMs Biyang Guo He Wang Wenyilin Xiao Hong Chen Zhuxin Lee Songqiao Han Hailiang Huang 123 3 0 19 Apr 2024
When Life gives you LLMs, make LLM-ADE: Large Language Models with Adaptive Data Engineering Stephen Choi William Gazeley KELM 46 2 0 19 Apr 2024
MM-PhyRLHF: Reinforcement Learning Framework for Multimodal Physics Question-Answering Avinash Anand Janak Kapuriya Chhavi Kirtani Apoorv Singh Jay Saraf Naman Lal Jatin Kumar A. Shivam Astha Verma R. Shah OffRL 98 9 0 19 Apr 2024
Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models Konstantinos Vilouras Pedro Sanchez Alison Q. OÑeil Sotirios A. Tsaftaris MedIm 205 3 0 19 Apr 2024
Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning Ahmed Elshabrawy Yongix Huang Iryna Gurevych Alham Fikri Aji 88 1 0 19 Apr 2024
Large Language Models for Next Point-of-Interest Recommendation Peibo Li Maarten de Rijke Hao Xue Shuang Ao Yang Song Flora D. Salim 141 34 0 19 Apr 2024
ECOR: Explainable CLIP for Object Recognition Ali Rasekh Sepehr Kazemi Ranjbar Milad Heidari Wolfgang Nejdl VLM 113 4 0 19 Apr 2024
F2FLDM: Latent Diffusion Models with Histopathology Pre-Trained Embeddings for Unpaired Frozen Section to FFPE Translation M. M. Ho Shikha Dubey Yosep Chong Beatrice Knudsen Tolga Tasdizen MedIm AI4CE 86 5 0 19 Apr 2024
MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction Zixuan Gong Qi Zhang Guangyin Bao Lei Zhu Ke Liu Liang Hu Duoqian Miao 85 9 0 19 Apr 2024
Parameter Efficient Diverse Paraphrase Generation Using Sequence-Level Knowledge Distillation Lasal Jayawardena Prasan Yapa BDL 77 1 0 19 Apr 2024
Cross-Modal Adapter: Parameter-Efficient Transfer Learning Approach for Vision-Language Models Juncheng Yang Zuchao Li Shuai Xie Weiping Zhu Wei Yu Shijun Li VLM 61 2 0 19 Apr 2024
Improving Automated Distractor Generation for Math Multiple-choice Questions with Overgenerate-and-rank Alexander Scarlatos Wanyong Feng Digory Smith Simon Woodhead Andrew Lan AI4Ed 78 4 0 19 Apr 2024
Adaptive Memory Replay for Continual Learning James Seale Smith Lazar Valkov Shaunak Halbe V. Gutta Rogerio Feris Z. Kira Leonid Karlinsky 91 6 0 18 Apr 2024
V2Xum-LLM: Cross-Modal Video Summarization with Temporal Prompt Instruction Tuning Hang Hua Yunlong Tang Chenliang Xu Jiebo Luo VGen 116 28 0 18 Apr 2024
Customizing Text-to-Image Diffusion with Camera Viewpoint Control Nupur Kumari Grace Su Richard Zhang Taesung Park Eli Shechtman Jun-Yan Zhu DiffM 94 5 0 18 Apr 2024
FedEval-LLM: Federated Evaluation of Large Language Models on Downstream Tasks with Collective Wisdom Yuanqin He Yan Kang Lixin Fan Qiang Yang 62 3 0 18 Apr 2024
OpenBezoar: Small, Cost-Effective and Open Models Trained on Mixes of Instruction Data Chandeepa Dissanayake Lahiru Lowe Sachith Gunasekara Yasiru Ratnayake MoE ALM 64 2 0 18 Apr 2024
Stance Detection on Social Media with Fine-Tuned Large Language Models Ilker Gül R. Lebret Karl Aberer 52 9 0 18 Apr 2024
Omniview-Tuning: Boosting Viewpoint Invariance of Vision-Language Pre-training Models Shouwei Ruan Yinpeng Dong Hanqing Liu Yao Huang Hang Su Xingxing Wei VLM 105 1 0 18 Apr 2024
Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains Wu Ran Peirong Ma Zhiquan He Hao Ren Hong-wei Lu 86 4 0 18 Apr 2024
Large Language Models: From Notes to Musical Form Lilac Atassi 90 0 0 18 Apr 2024
Exploring the landscape of large language models: Foundations, techniques, and challenges M. Moradi Ke Yan David Colwell Matthias Samwald Rhona Asgari OffRL 67 2 0 18 Apr 2024
AdvisorQA: Towards Helpful and Harmless Advice-seeking Question Answering with Collective Intelligence Minbeom Kim Hwanhee Lee Joonsuk Park Hwaran Lee Kyomin Jung 124 3 0 18 Apr 2024
SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening Yu Zhong Xiao Wu Liang-Jian Deng Zihan Cao DiffM 80 6 0 17 Apr 2024
AdaIR: Exploiting Underlying Similarities of Image Restoration Tasks with Adapters Hao-Wei Chen Yu-Syuan Xu Kelvin C. K. Chan Hsien-Kai Kuo Chun-Yi Lee Ming-Hsuan Yang 90 1 0 17 Apr 2024
Exploring the Transferability of Visual Prompting for Multimodal Large Language Models Yichi Zhang Yinpeng Dong Siyuan Zhang Tianzan Min Hang Su Jun Zhu LRM VLM 121 8 0 17 Apr 2024
On the Empirical Complexity of Reasoning and Planning in LLMs Liwei Kang Zirui Zhao David Hsu Wee Sun Lee LRM 85 5 0 17 Apr 2024
FedFa: A Fully Asynchronous Training Paradigm for Federated Learning Haotian Xu Zhaorui Zhang Sheng Di Benben Liu Khalid Ayedh Alharthi Jiannong Cao FedML 71 10 0 17 Apr 2024
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory Ali Modarressi Abdullatif Köksal Ayyoob Imani Mohsen Fayyaz Hinrich Schütze KELM 201 11 0 17 Apr 2024
Forcing Diffuse Distributions out of Language Models Yiming Zhang Avi Schwarzschild Nicholas Carlini Zico Kolter Daphne Ippolito ALM DiffM 112 20 0 16 Apr 2024
Automated Evaluation of Large Vision-Language Models on Self-driving Corner Cases Kai Chen Yanze Li Wenhua Zhang Yanxin Liu Pengxiang Li ... Xinhai Zhao Zhenguo Li Dit-Yan Yeung Huchuan Lu Xu Jia ELM MLLM 120 37 0 16 Apr 2024
Construction of Domain-specified Japanese Large Language Model for Finance through Continual Pre-training Masanori Hirano Kentaro Imajo CLL 58 1 0 16 Apr 2024
Self-Supervised Visual Preference Alignment Ke Zhu Liang Zhao Zheng Ge Xiangyu Zhang 80 17 0 16 Apr 2024
MEEL: Multi-Modal Event Evolution Learning Zhengwei Tao Zhi Jin Junqiang Huang Xiancai Chen Xiaoying Bai Haiyan Zhao Yifan Zhang Chongyang Tao 86 1 0 16 Apr 2024
Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model Hengyuan Zhang Yanru Wu Dawei Li Zacc Yang Rui Zhao Yong Jiang Fei Tan ALM 142 1 0 16 Apr 2024
From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search Jintao Sun Zhedong Zheng Gangyi Ding Gangyi Ding 127 9 0 16 Apr 2024
COMBO: Compositional World Models for Embodied Multi-Agent Cooperation Hongxin Zhang Zeyuan Wang Qiushi Lyu Zheyuan Zhang Sunli Chen Tianmin Shu Yilun Du Kwonjoon Lee Yilun Du Chuang Gan 169 18 0 16 Apr 2024
White Men Lead, Black Women Help? Benchmarking and Mitigating Language Agency Social Biases in LLMs Yixin Wan Kai-Wei Chang 95 4 0 16 Apr 2024
Lowering PyTorch's Memory Consumption for Selective Differentiation Samarth Bhatia Felix Dangel 54 1 0 15 Apr 2024
ANCHOR: LLM-driven News Subject Conditioning for Text-to-Image Synthesis Aashish Anantha Ramakrishnan Sharon X. Huang Dongwon Lee 102 0 0 15 Apr 2024
Taming Latent Diffusion Model for Neural Radiance Field Inpainting C. Lin Changil Kim Jia-Bin Huang Qinbo Li Chih-Yao Ma Johannes Kopf Ming-Hsuan Yang Hung-Yu Tseng AI4CE DiffM 60 11 0 15 Apr 2024
Diffscaler: Enhancing the Generative Prowess of Diffusion Transformers Nithin Gopalakrishnan Nair Jeya Maria Jose Valanarasu Vishal M. Patel 91 1 0 15 Apr 2024
Personalized Collaborative Fine-Tuning for On-Device Large Language Models Nicolas Wagner Dongyang Fan Martin Jaggi 104 4 0 15 Apr 2024
Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction Zepeng Ding Wenhao Huang Jiaqing Liang Deqing Yang Yanghua Xiao KELM 74 6 0 15 Apr 2024
Magic Clothing: Controllable Garment-Driven Image Synthesis Weifeng Chen Tao Gu Yuhao Xu Chengcai Chen 96 18 0 15 Apr 2024
Exploring Text-to-Motion Generation with Human Preference Jenny Sheng Matthieu Lin Andrew Zhao Kevin Pruvost Yu-Hui Wen Yangguang Li Gao Huang Yong-Jin Liu VGen 124 2 0 15 Apr 2024
Watermark-embedded Adversarial Examples for Copyright Protection against Diffusion Models Peifei Zhu Tsubasa Takahashi Hirokatsu Kataoka WIGM 92 16 0 15 Apr 2024
How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model Han Gu Haoyu Dong Jichen Yang Maciej A. Mazurowski MedIm VLM 148 21 0 15 Apr 2024