Title
A Hardware Evaluation Framework for Large Language Model Inference Hengrui Zhang August Ning R. Prabhakar D. Wentzlaff ELM 35 17 0 05 Dec 2023
BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal Models Rizhao Cai Zirui Song Dayan Guan Zhenhao Chen Xing Luo Chenyu Yi Alex C. Kot MLLM VLM 48 34 0 05 Dec 2023
Prompt Optimization via Adversarial In-Context Learning Do Xuan Long Yiran Zhao Hannah Brown Yuxi Xie James Xu Zhao Nancy F. Chen Kenji Kawaguchi Michael Qizhe Xie Junxian He 85 12 0 05 Dec 2023
ULMA: Unified Language Model Alignment with Human Demonstration and Point-wise Preference Tianchi Cai Xierui Song Jiyan Jiang Fei Teng Jinjie Gu Guannan Zhang ALM 21 5 0 05 Dec 2023
DRAFT: Dense Retrieval Augmented Few-shot Topic classifier Framework Keonwoo Kim Younggun Lee VLM 36 0 0 05 Dec 2023
Towards More Unified In-context Visual Understanding Dianmo Sheng DongDong Chen Zhentao Tan Qiankun Liu Qi Chu Jianmin Bao Tao Gong Bin Liu Shengwei Xu Nenghai Yu MLLM VLM 48 10 0 05 Dec 2023
SARA-RT: Scaling up Robotics Transformers with Self-Adaptive Robust Attention Isabel Leal Krzysztof Choromanski Deepali Jain Kumar Avinava Dubey Jake Varley ... Q. Vuong Tamás Sarlós Kenneth Oslund Karol Hausman Kanishka Rao 54 8 0 04 Dec 2023
A Machine Learning Approach Towards SKILL Code Autocompletion Enrique Dehaerne Bappaditya Dey Wannes Meert 32 0 0 04 Dec 2023
Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication Zhangyue Yin Qiushi Sun Cheng Chang Qipeng Guo Junqi Dai Xuanjing Huang Xipeng Qiu LRM 58 52 0 04 Dec 2023
IMProv: Inpainting-based Multimodal Prompting for Computer Vision Tasks Jiarui Xu Yossi Gandelsman Amir Bar Jianwei Yang Jianfeng Gao Trevor Darrell Xiaolong Wang VLM 28 3 0 04 Dec 2023
Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models Bingshuai Liu Chenyang Lyu Zijun Min Zhanyu Wang Jinsong Su Longyue Wang LRM 44 7 0 04 Dec 2023
Using Large Language Models to Accelerate Communication for Users with Severe Motor Impairments Shanqing Cai Subhashini Venugopalan Katie Seaver Xiang Xiao Katrin Tomanek ... Daniel E Vance Blair Casey Steve M. Gleason Philip Q. Nelson Michael P. Brenner 44 7 0 03 Dec 2023
Effectively Fine-tune to Improve Large Multimodal Models for Radiology Report Generation Yuzhe Lu Sungmin Hong Yash Shah Panpan Xu LM&MA MedIm 46 6 0 03 Dec 2023
Improving In-Context Learning in Diffusion Models with Visual Context-Modulated Prompts Tianqi Chen Yongfei Liu Zhendong Wang Jianbo Yuan Quanzeng You Hongxia Yang Mingyuan Zhou VLM 37 6 0 03 Dec 2023
TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long Documents James Enouen Hootan Nakhost Sayna Ebrahimi Sercan O. Arik Yan Liu Tomas Pfister 61 5 0 03 Dec 2023
From Beginner to Expert: Modeling Medical Knowledge into General LLMs Qiang Li Xiaoyan Yang Haowen Wang Qin Wang Lei Liu ... Wangshu Zhang Teng Xu Jinjie Gu Jing Zheng Guannan Zhang LM&MA ELM AI4MH 49 14 0 02 Dec 2023
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts Jialin Wu Xia Hu Yaqing Wang Bo Pang Radu Soricut MoE 36 14 0 01 Dec 2023
Segment and Caption Anything Xiaoke Huang Jianfeng Wang Yansong Tang Zheng Zhang Han Hu Jiwen Lu Lijuan Wang Zicheng Liu MLLM VLM 41 19 0 01 Dec 2023
Sequential Modeling Enables Scalable Learning for Large Vision Models Yutong Bai Xinyang Geng K. Mangalam Amir Bar Alan Yuille Trevor Darrell Jitendra Malik Alexei A. Efros MLLM VLM 38 158 0 01 Dec 2023
The Efficiency Spectrum of Large Language Models: An Algorithmic Survey Tianyu Ding Tianyi Chen Haidong Zhu Jiachen Jiang Yiqi Zhong Jinxin Zhou Guangzhi Wang Zhihui Zhu Ilya Zharkov Luming Liang 48 22 0 01 Dec 2023
VIoTGPT: Learning to Schedule Vision Tools towards Intelligent Video Internet of Things Yaoyao Zhong Mengshi Qi Rui Wang Yuhan Qiu Yang Zhang Huadong Ma 42 2 0 01 Dec 2023
Relevance-guided Neural Machine Translation Isidora Chara Tourni Derry Wijaya 44 0 0 30 Nov 2023
Distributed Global Structure-from-Motion with a Deep Front-End Ayush Baid John Lambert Travis Driver Akshay Krishnan H. Stepanyan F. Dellaert 3DGS 42 3 0 30 Nov 2023
X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning Artemis Panagopoulou Le Xue Ning Yu Junnan Li Dongxu Li Shafiq Joty Ran Xu Silvio Savarese Caiming Xiong Juan Carlos Niebles VLM MLLM 58 50 0 30 Nov 2023
AlignBench: Benchmarking Chinese Alignment of Large Language Models Xiao Liu Xuanyu Lei Sheng-Ping Wang Yue Huang Zhuoer Feng ... Hongning Wang Jing Zhang Minlie Huang Yuxiao Dong Jie Tang ELM LM&MA ALM 130 44 0 30 Nov 2023
IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions Zhebin Zhang Xinyu Zhang Yuanhang Ren Saijiang Shi Meng Han Yongkang Wu Ruofei Lai Bo Zhao RALM LRM 27 15 0 30 Nov 2023
Instructing Hierarchical Tasks to Robots by Verbal Commands Péter Telkes A. Angleraud R. Pieters LM&Ro 43 0 0 30 Nov 2023
RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance Chantal Pellegrini Ege Özsoy Benjamin Busam Nassir Navab Matthias Keicher MedIm LM&MA 96 27 0 30 Nov 2023
The Trifecta: Three simple techniques for training deeper Forward-Forward networks Thomas Dooms Ing Jyh Tsang José Oramas 46 4 0 29 Nov 2023
Unsupervised Keypoints from Pretrained Diffusion Models Eric Hedlin Gopal Sharma Shweta Mahajan Xingzhe He Hossam N. Isack Abhishek Kar Helge Rhodin Andrea Tagliasacchi Kwang Moo Yi 21 7 0 29 Nov 2023
Understanding and Improving In-Context Learning on Vision-language Models Shuo Chen Zhen Han Bailan He Mark Buckley Philip Torr Volker Tresp Jindong Gu 47 2 0 29 Nov 2023
A Pipeline For Discourse Circuits From CCG Jonathon Liu R. A. Shaikh Benjamin Rodatz Richie Yeung Bob Coecke 42 2 0 29 Nov 2023
Look Before You Leap: Unveiling the Power of GPT-4V in Robotic Vision-Language Planning Yingdong Hu Fanqi Lin Tong Zhang Li Yi Yang Gao LM&Ro 91 109 0 29 Nov 2023
TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Haotian Wang Ming Liu Bing Qin LRM ELM 72 10 0 29 Nov 2023
Literature Review of Mixed Reality Research Aizierjiang Aiersilan 25 3 0 29 Nov 2023
MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning Chaoyi Zhang Kevin Qinghong Lin Zhengyuan Yang Jianfeng Wang Linjie Li Chung-Ching Lin Zicheng Liu Lijuan Wang VGen 39 30 0 29 Nov 2023
Grounding Foundation Models through Federated Transfer Learning: A General Framework Yan Kang Tao Fan Hanlin Gu Xiaojin Zhang Lixin Fan Qiang Yang AI4CE 78 19 0 29 Nov 2023
Unveiling the Implicit Toxicity in Large Language Models Jiaxin Wen Pei Ke Hao Sun Zhexin Zhang Chengfei Li Jinfeng Bai Minlie Huang 42 27 0 29 Nov 2023
UniIR: Training and Benchmarking Universal Multimodal Information Retrievers Cong Wei Yang Chen Haonan Chen Hexiang Hu Ge Zhang Jie Fu Alan Ritter Wenhu Chen 51 59 0 28 Nov 2023
MVBench: A Comprehensive Multi-modal Video Understanding Benchmark Kunchang Li Yali Wang Yinan He Yizhuo Li Yi Wang ... Jilan Xu Guo Chen Ping Luo Limin Wang Yu Qiao VLM MLLM 91 424 0 28 Nov 2023
A Survey on Prompting Techniques in LLMs Prabin Bhandari 36 7 0 28 Nov 2023
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? Hailin Chen Fangkai Jiao Xingxuan Li Chengwei Qin Mathieu Ravaut Ruochen Zhao Caiming Xiong Shafiq Joty ELM CLL AI4MH LRM ALM 87 27 0 28 Nov 2023
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding Sicong Leng Hang Zhang Guanzheng Chen Xin Li Shijian Lu Chunyan Miao Li Bing VLM MLLM 102 212 0 28 Nov 2023
Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging Peirong Liu Oula Puonti Xiaoling Hu Daniel C. Alexander Juan Eugenio Iglesias MedIm OOD 64 7 0 28 Nov 2023
Power Hungry Processing: Watts Driving the Cost of AI Deployment? Sasha Luccioni Yacine Jernite Emma Strubell 49 165 0 28 Nov 2023
Reason out Your Layout: Evoking the Layout Master from Large Language Models for Text-to-Image Synthesis Xiaohui Chen Yongfei Liu Yingxiang Yang Jianbo Yuan Quanzeng You Liping Liu Hongxia Yang DiffM 56 12 0 28 Nov 2023
LLMs for Science: Usage for Code Generation and Data Analysis Mohamed Nejjar Luca Zacharias Fabian Stiehle Ingo Weber 31 20 0 28 Nov 2023
Agents meet OKR: An Object and Key Results Driven Agent System with Hierarchical Self-Collaboration and Self-Evaluation Yi Zheng Chongyang Ma Kanle Shi Haibin Huang 33 4 0 28 Nov 2023
Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine Harsha Nori Yin Tat Lee Sheng Zhang Dean Carignan Richard Edgar ... Hoifung Poon Tao Qin Naoto Usuyama Chris White Eric Horvitz LM&MA AI4MH MedIm ELM 52 299 0 28 Nov 2023
Compositional Chain-of-Thought Prompting for Large Multimodal Models Chancharik Mitra Brandon Huang Trevor Darrell Roei Herzig MLLM LRM 44 84 0 27 Nov 2023