视觉大模型 / VLM

Don't Fight Hallucinations, Use Them: Estimating Image Realism using NLI over Atomic Facts

Elisei Rykov, Kseniia Petrushina, Kseniia Titova, Alexander Panchenko, Vasily Konovalov

专题命中 视觉定位与Grounding ：vision-language model(abstract)；分类 cs.CV、cs.AI

Comments Proceedings of De-Factify 4: 4nd Workshop on Multimodal Fact Checking and Hate Speech Detection, co-located with AAAI-2025

Subjective Logic Encodings

Jake Vasilakes, Chrysoula Zerva, Sophia Ananiadou

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI、cs.LG

Comments We make our code publicly available at https://github.com/jvasilakes/SLEncodings

Paint by Inpaint: Learning to Add Image Objects by Removing Them First

Navve Wasserman, Noam Rotstein, Roy Ganz, Ron Kimmel

专题命中 视觉定位与Grounding ：vision-language model(abstract)；分类 cs.CV、cs.AI

TruthLens:A Training-Free Paradigm for DeepFake Detection

Ritabrata Chakraborty, Rajatsubhra Chakraborty, Ali Khaleghi Rahimian, Thomas MacDougall

专题命中 视觉定位与Grounding ：vision-language model(abstract)；分类 cs.CV、cs.AI

Graph-Grounded LLMs: Leveraging Graphical Function Calling to Minimize LLM Hallucinations

Piyush Gupta, Sangjae Bae, David Isele

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI、cs.LG

Visual and Text Prompt Segmentation: A Novel Multi-Model Framework for Remote Sensing

Xing Zi, Kairui Jin, Xian Tao, Jun Li, Ali Braytee, Rajiv Ratn Shah, Mukesh Prasad

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV、cs.AI

Comments Under Review - IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Towards Conversational AI for Disease Management

Anil Palepu, Valentin Liévin, Wei-Hung Weng, Khaled Saab, David Stutz, Yong Cheng, Kavita Kulkarni, S. Sara Mahdavi, Joëlle Barral, Dale R. Webster, Katherine Chou, Avinatan Hassidim, Yossi Matias, James Manyika, Ryutaro Tanno, Vivek Natarajan, Adam Rodman, Tao Tu, Alan Karthikesalingam, Mike Schaekermann

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI、cs.LG

Comments 62 pages, 7 figures in main text, 36 figures in appendix

Towards Universal Text-driven CT Image Segmentation

Yuheng Li, Yuxiang Lai, Maria Thor, Deborah Marshall, Zachary Buchwald, David S. Yu, Xiaofeng Yang

专题命中 视觉定位与Grounding ：vision-language model(abstract)；分类 cs.CV、cs.AI

Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation

Aishik Konwer, Zhijian Yang, Erhan Bas, Cao Xiao, Prateek Prasanna, Parminder Bhatia, Taha Kass-Hout

专题命中 视觉定位与Grounding ：visual question answering(abstract)；分类 cs.CV、cs.LG

Comments Accepted to CVPR 2025

TIMER: Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Records

Hejie Cui, Alyssa Unell, Bowen Chen, Jason Alan Fries, Emily Alsentzer, Sanmi Koyejo, Nigam Shah

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI、cs.LG

Comments Preprint

Language-Assisted Feature Transformation for Anomaly Detection

EungGu Yun, Heonjin Ha, Yeongwoo Nam, Bryan Dongik Lee

专题命中 视觉定位与Grounding ：vision-language model(abstract)；分类 cs.CV、cs.LG

Comments ICLR 2025

Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data?

Che Liu, Zhongwei Wan, Haozhe Wang, Yinda Chen, Talha Qaiser, Chen Jin, Fariba Yousefi, Nikolay Burlutskiy, Rossella Arcucci

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV、cs.AI

Comments Under Review

Generative AI Framework for 3D Object Generation in Augmented Reality

Majid Behravan

专题命中 视觉定位与Grounding ：vision language model(abstract)；分类 cs.CV、cs.AI

SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Michael Tschannen, Alexey Gritsenko, Xiao Wang, Muhammad Ferjad Naeem, Ibrahim Alabdulmohsin, Nikhil Parthasarathy, Talfan Evans, Lucas Beyer, Ye Xia, Basil Mustafa, Olivier Hénaff, Jeremiah Harmsen, Andreas Steiner, Xiaohua Zhai

专题命中 视觉定位与Grounding ：vision-language model(abstract)；分类 cs.CV、cs.AI

Comments Model checkpoints are available at https://github.com/google-research/big_vision/tree/main/big_vision/configs/proj/image_text/README_siglip2.md

DSAI: Unbiased and Interpretable Latent Feature Extraction for Data-Centric AI

Hyowon Cho, Soonwon Ka, Daechul Park, Jaewook Kang, Minjoon Seo, Bokyung Son

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI、cs.LG

Grounded Knowledge-Enhanced Medical Vision-Language Pre-training for Chest X-Ray

Qiao Deng, Zhongzhen Huang, Yunqi Wang, Zhichuan Wang, Zhao Wang, Xiaofan Zhang, Qi Dou, Yeung Yu Hui, Edward S. Hui

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV、cs.AI

Integrating Physics and Data-Driven Approaches: An Explainable and Uncertainty-Aware Hybrid Model for Wind Turbine Power Prediction

Alfonso Gijón, Simone Eiraudo, Antonio Manjavacas, Daniele Salvatore Schiera, Miguel Molina-Solana, Juan Gómez-Romero

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI、cs.LG

Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations

Nick Jiang, Anish Kachinthaya, Suzie Petryk, Yossi Gandelsman

专题命中 视觉定位与Grounding ：vision-language model(abstract)；分类 cs.CV、cs.LG

Comments Accepted to ICLR '25. Project page: http://anishk23733.github.io/vl-interp/. V2 added more experiments in appendix

VideoAgent: Self-Improving Video Generation

Achint Soni, Sreyas Venkataraman, Abhranil Chandra, Sebastian Fischmeister, Percy Liang, Bo Dai, Sherry Yang

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI、cs.LG

Open Foundation Models in Healthcare: Challenges, Paradoxes, and Opportunities with GenAI Driven Personalized Prescription

Mahdi Alkaeed, Sofiat Abioye, Adnan Qayyum, Yosra Magdi Mekki, Ilhem Berrou, Mohamad Abdallah, Ala Al-Fuqaha, Muhammad Bilal, Junaid Qadir

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI、cs.LG

ACCORD: Closing the Commonsense Measurability Gap

François Roewer-Després, Jinyue Feng, Zining Zhu, Frank Rudzicz

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI、cs.LG

Comments For leaderboard and dataset download, see https://www.codabench.org/competitions/3160/ For source code, see https://github.com/francois-rd/accord/

AquaticCLIP: A Vision-Language Foundation Model for Underwater Scene Analysis

Basit Alawode, Iyyakutti Iyappan Ganapathi, Sajid Javed, Naoufel Werghi, Mohammed Bennamoun, Arif Mahmood

专题命中 视觉定位与Grounding ：vision-language model(abstract)；分类 cs.CV、cs.AI

VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos

Xubin Ren, Lingrui Xu, Long Xia, Shuaiqiang Wang, Dawei Yin, Chao Huang

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV、cs.AI

Inductive Biases for Zero-shot Systematic Generalization in Language-informed Reinforcement Learning

Negin Hashemi Dijujin, Seyed Roozbeh Razavi Rohani, Mohammad Mahdi Samiei, Mahdieh Soleymani Baghshah

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI、cs.LG

Comments Under review at Machine Learning (Springer Nature)

BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video Representations

Weixi Feng, Chao Liu, Sifei Liu, William Yang Wang, Arash Vahdat, Weili Nie

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV、cs.AI

Comments Project page: https://blobgen-vid2.github.io/

Attention Mechanisms Don't Learn Additive Models: Rethinking Feature Importance for Transformers

Tobias Leemann, Alina Fastowski, Felix Pfeiffer, Gjergji Kasneci

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI、cs.LG

Comments TMLR Camera-Ready version

H-MBA: Hierarchical MamBa Adaptation for Multi-Modal Video Understanding in Autonomous Driving

Siran Chen, Yuxiao Luo, Yue Ma, Yu Qiao, Yali Wang

专题命中 视觉定位与Grounding ：multimodal large language model(abstract)；分类 cs.CV、cs.AI

Comments 7 pages, 4 figures

Click to Grasp: Zero-Shot Precise Manipulation via Visual Diffusion Descriptors

Nikolaos Tsagkas, Jack Rome, Subramanian Ramamoorthy, Oisin Mac Aodha, Chris Xiaoxuan Lu

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV、cs.AI

Comments 8 pages, 4 figures

Sampling Bag of Views for Open-Vocabulary Object Detection

Hojun Choi, Junsuk Choe, Hyunjung Shim

专题命中 视觉定位与Grounding ：VLM(abstract)；分类 cs.CV、cs.AI

Comments 19 pages

PC Agent: While You Sleep, AI Works -- A Cognitive Journey into Digital World

Yanheng He, Jiahe Jin, Shijie Xia, Jiadi Su, Runze Fan, Haoyang Zou, Xiangkun Hu, Pengfei Liu

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI、cs.LG