Title
NExT-Chat: An LMM for Chat, Detection and Segmentation Ao Zhang Yuan Yao Wei Ji Zhiyuan Liu Tat-Seng Chua MLLM VLM 48 52 0 08 Nov 2023
Multimodal Clinical Benchmark for Emergency Care (MC-BEC): A Comprehensive Benchmark for Evaluating Foundation Models in Emergency Medicine Emma Chen Aman Kansal Julie Chen B. Jin Julia Rachel Reisler David A Kim Pranav Rajpurkar 43 14 0 07 Nov 2023
Multitask Multimodal Prompted Training for Interactive Embodied Task Completion Georgios Pantazopoulos Malvina Nikandrou Amit Parekh Bhathiya Hemanthage Arash Eshghi Ioannis Konstas Verena Rieser Oliver Lemon Alessandro Suglia LM&Ro 39 7 0 07 Nov 2023
Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review Mingze Yuan Peng Bao Jiajia Yuan Yunhao Shen Zi Chen ... Jie Zhao Yang Chen Li Zhang Lin Shen Bin Dong ELM LM&MA 49 13 0 03 Nov 2023
FAITHSCORE: Evaluating Hallucinations in Large Vision-Language Models Liqiang Jing Ruosen Li Yunmo Chen Mengzhao Jia Xinya Du MLLM 24 7 0 02 Nov 2023
LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing Wei-Ge Chen Irina Spiridonova Jianwei Yang Jianfeng Gao Chun-yue Li MLLM VLM 13 34 0 01 Nov 2023
From Image to Language: A Critical Analysis of Visual Question Answering (VQA) Approaches, Challenges, and Opportunities Md Farhan Ishmam Md Sakib Hossain Shovon M. F. Mridha Nilanjan Dey 46 36 0 01 Nov 2023
Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans? Yichi Zhang Jiayi Pan Yuchen Zhou Rui Pan Joyce Chai VLM 27 13 0 31 Oct 2023
Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts Deepanway Ghosal Navonil Majumder Roy Ka-Wei Lee Rada Mihalcea Soujanya Poria 30 7 0 31 Oct 2023
SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization Hao Dong Ismail Nejjar Han Sun Eleni Chatzi Olga Fink 32 19 0 30 Oct 2023
Exploring Question Decomposition for Zero-Shot VQA Zaid Khan B. Vijaykumar S. Schulter Manmohan Chandraker Yun Fu ReLM 17 10 0 25 Oct 2023
Binary State Recognition by Robots using Visual Question Answering of Pre-Trained Vision-Language Model Kento Kawaharazuka Yoshiki Obinata Naoaki Kanazawa K. Okada Masayuki Inaba 15 0 0 25 Oct 2023
GenKIE: Robust Generative Multimodal Document Key Information Extraction Panfeng Cao Ye Wang Qiang Zhang Zaiqiao Meng SyDa 29 6 0 24 Oct 2023
What's Left? Concept Grounding with Logic-Enhanced Foundation Models Joy Hsu Jiayuan Mao Joshua B. Tenenbaum Jiajun Wu VLM ReLM LRM 40 21 0 24 Oct 2023
Large Language Models are Visual Reasoning Coordinators Liangyu Chen Bo Li Sheng Shen Jingkang Yang Chunyuan Li Kurt Keutzer Trevor Darrell Ziwei Liu VLM LRM 41 50 0 23 Oct 2023
Location-Aware Visual Question Generation with Lightweight Models Nicholas Collin Suwono Justin Chih-Yao Chen Tun-Min Hung T. Huang I-Bin Liao Yung-Hui Li Lun-Wei Ku Shao-Hua Sun 21 4 0 23 Oct 2023
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond Zhecan Wang Long Chen Haoxuan You Keyang Xu Yicheng He Wenhao Li Noal Codella Kai-Wei Chang Shih-Fu Chang 30 3 0 23 Oct 2023
CLIP meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement Mohammadreza Salehi Mehrdad Farajtabar Maxwell Horton Fartash Faghri Hadi Pouransari Raviteja Vemulapalli Oncel Tuzel Ali Farhadi Mohammad Rastegari Sachin Mehta CLIP VLM 48 1 0 21 Oct 2023
Multiscale Superpixel Structured Difference Graph Convolutional Network for VL Representation Siyu Zhang Ye-Ting Chen Fang Wang Yaoru Sun Jun Yang Lizhi Bai SSL 30 0 0 20 Oct 2023
CLAIR: Evaluating Image Captions with Large Language Models David M. Chan Suzanne Petryk Joseph E. Gonzalez Trevor Darrell John F. Canny 46 20 0 19 Oct 2023
PGA: Personalizing Grasping Agents with Single Human-Robot Interaction Junghyun Kim Gi-Cheon Kang Jaein Kim Seoyun Yang Minjoon Jung Byoung-Tak Zhang 36 0 0 19 Oct 2023
ICU: Conquering Language Barriers in Vision-and-Language Modeling by Dividing the Tasks into Image Captioning and Language Understanding Guojun Wu VLM MLLM 27 0 0 19 Oct 2023
InViG: Benchmarking Interactive Visual Grounding with 500K Human-Robot Interactions Hanbo Zhang Jie Xu Yuchen Mo Tao Kong 22 1 0 18 Oct 2023
On the use of Vision-Language models for Visual Sentiment Analysis: a study on CLIP Cristina Bustos Carles Civit Brian Du Albert Solé-Ribalta Àgata Lapedriza VLM 22 5 0 18 Oct 2023
PELA: Learning Parameter-Efficient Models with Low-Rank Approximation Yangyang Guo Guangzhi Wang Mohan S. Kankanhalli 21 3 0 16 Oct 2023
Few-shot Action Recognition with Captioning Foundation Models Xiang Wang Shiwei Zhang Hangjie Yuan Yingya Zhang Changxin Gao Deli Zhao Nong Sang VLM 32 7 0 16 Oct 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion Yitong Jiang Zhaoyang Zhang Tianfan Xue Liang Feng DiffM 46 43 0 16 Oct 2023
Progressive Evidence Refinement for Open-domain Multimodal Retrieval Question Answering Shuwen Yang Anran Wu Xingjiao Wu Luwei Xiao Tianlong Ma Cheng Jin Liang He 27 2 0 15 Oct 2023
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning Jun Chen Deyao Zhu Xiaoqian Shen Xiang Li Zechun Liu Pengchuan Zhang Raghuraman Krishnamoorthi Vikas Chandra Yunyang Xiong Mohamed Elhoseiny MLLM 160 443 0 14 Oct 2023
EasyGen: Easing Multimodal Generation with BiDiffuser and LLMs Xiangyu Zhao Bo Liu Qijiong Liu Guangyuan Shi Xiao-Ming Wu VLM DiffM 29 7 0 13 Oct 2023
Ferret: Refer and Ground Anything Anywhere at Any Granularity Haoxuan You Haotian Zhang Zhe Gan Xianzhi Du Bowen Zhang Zirui Wang Liangliang Cao Shih-Fu Chang Yinfei Yang ObjD MLLM VLM 45 301 0 11 Oct 2023
Solution for SMART-101 Challenge of ICCV Multi-modal Algorithmic Reasoning Task 2023 Xiangyu Wu Yang Yang Shengdong Xu Yifeng Wu Qingguo Chen Jianfeng Lu 14 0 0 10 Oct 2023
The Solution for the CVPR2023 NICE Image Captioning Challenge Xiangyu Wu Yi Gao Hailiang Zhang Yang Yang Weili Guo Jianfeng Lu 18 1 0 10 Oct 2023
ViCor: Bridging Visual Understanding and Commonsense Reasoning with Large Language Models KAI-QING Zhou Kwonjoon Lee Teruhisa Misu Xin Eric Wang LRM 34 3 0 09 Oct 2023
Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models Holy Lovenia Wenliang Dai Samuel Cahyawijaya Ziwei Ji Pascale Fung MLLM 30 50 0 09 Oct 2023
Lightweight In-Context Tuning for Multimodal Unified Models Yixin Chen Shuai Zhang Boran Han Jiaya Jia 24 2 0 08 Oct 2023
Video-Teller: Enhancing Cross-Modal Generation with Fusion and Decoupling Haogeng Liu Qihang Fan Tingkai Liu Linjie Yang Yunzhe Tao Huaibo Huang Ran He Hongxia Yang VGen 29 12 0 08 Oct 2023
Analyzing Zero-Shot Abilities of Vision-Language Models on Video Understanding Tasks Avinash Madasu Anahita Bhiwandiwalla Vasudev Lal VLM 37 0 0 07 Oct 2023
VLATTACK: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models Ziyi Yin Muchao Ye Tianrong Zhang Tianyu Du Jinguo Zhu Han Liu Jinghui Chen Ting Wang Fenglong Ma AAML VLM CoGe 33 36 0 07 Oct 2023
Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction Yiren Jian Tingkai Liu Yunzhe Tao Chunhui Zhang Soroush Vosoughi HX Yang VLM 20 7 0 05 Oct 2023
TWIZ-v2: The Wizard of Multimodal Conversational-Stimulus Rafael Ferreira Diogo Tavares Diogo Glória-Silva Rodrigo Valerio João Bordalo Ines Simoes Vasco Ramos David Semedo João Magalhães 24 4 0 03 Oct 2023
Pink: Unveiling the Power of Referential Comprehension for Multi-modal LLMs Shiyu Xuan Qingpei Guo Ming Yang Shiliang Zhang MLLM ObjD 18 38 0 01 Oct 2023
InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists Yulu Gan Sungwoo Park Alexander Schubert Anthony Philippakis Ahmed Alaa VLM 41 22 0 30 Sep 2023
AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ Jonas Belouadi Anne Lauscher Steffen Eger 25 28 0 30 Sep 2023
Semantic Scene Difference Detection in Daily Life Patroling by Mobile Robots using Pre-Trained Large-Scale Vision-Language Model Yoshiki Obinata Kento Kawaharazuka Naoaki Kanazawa N. Yamaguchi Naoto Tsukamoto Iori Yanokura Shingo Kitagawa Koki Shinjo K. Okada Masayuki Inaba LM&Ro 17 6 0 28 Sep 2023
Toloka Visual Question Answering Benchmark Mert Pilanci Nikita Pavlichenko Sergey Koshelev Daniil Likhobaba Alisa Smirnova 35 4 0 28 Sep 2023
Teaching Text-to-Image Models to Communicate in Dialog Xiaowen Sun Jiazhan Feng Yuxuan Wang Yuxuan Lai Xingyu Shen Dongyan Zhao DiffM 32 1 0 27 Sep 2023
DeepSpeed-VisualChat: Multi-Round Multi-Image Interleave Chat via Multi-Modal Causal Attention Z. Yao Xiaoxia Wu Conglong Li Minjia Zhang Heyang Qi Olatunji Ruwase A. A. Awan Samyam Rajbhandari Yuxiong He 39 11 0 25 Sep 2023
A Survey on Image-text Multimodal Models Ruifeng Guo Jingxuan Wei Linzhuang Sun Khai Le-Duc Guiyong Chang Dawei Liu Sibo Zhang Zhengbing Yao Mingjun Xu Liping Bu VLM 31 5 0 23 Sep 2023
Synthetic Boost: Leveraging Synthetic Data for Enhanced Vision-Language Segmentation in Echocardiography Rabin Adhikari Manish Dhakal Safal Thapaliya K. Poudel Prasiddha Bhandari Bishesh Khanal 25 7 0 22 Sep 2023