Title
GeoMM: On Geodesic Perspective for Multi-modal Learning Shibin Mei Hang Wang Bingbing Ni 22 0 0 16 May 2025
Boosting Text-to-Chart Retrieval through Training with Synthesized Semantic Insights Yifan Wu Lutao Yan Yizhang Zhu Yinan Mei Jiannan Wang Nan Tang Yuyu Luo 27 0 0 15 May 2025
Griffin: Towards a Graph-Centric Relational Database Foundation Model Yanbo Wang Xiyuan Wang Quan Gan Minjie Wang Qibin Yang David Wipf Muhan Zhang 138 0 0 08 May 2025
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin Yuchen Wang X. Bai X. Li Weili Guan Liqiang Nie Xinyang Chen VLM 49 0 0 04 May 2025
A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation viaSynergistic Pseudo-Labeling and Generative Learning Anan Yaghmour Melba M. Crawford Saurabh Prasad 29 0 0 02 May 2025
Diff-Prompt: Diffusion-Driven Prompt Generator with Mask Supervision Weicai Yan Wang Lin Zirun Guo Ye Wang Fangming Feng Xiaoda Yang Zihan Wang Tao Jin DiffM 150 2 0 30 Apr 2025
FedMVP: Federated Multi-modal Visual Prompt Tuning for Vision-Language Models Mainak Singha Subhankar Roy Sarthak Mehrotra Ankit Jha Moloud Abdar Biplab Banerjee Elisa Ricci VLM VPVLM 119 0 0 29 Apr 2025
FrogDogNet: Fourier frequency Retained visual prompt Output Guidance for Domain Generalization of CLIP in Remote Sensing Hariseetharam Gunduboina Muhammad Haris Khan Biplab Banerjee VLM 47 0 0 23 Apr 2025
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Jindong Li Yong Li Yali Fu Jiahong Liu Yixin Liu Menglin Yang Irwin King VLM 41 0 0 19 Apr 2025
CM3AE: A Unified RGB Frame and Event-Voxel/-Frame Pre-training Framework Wentao Wu Xueliang Wang Chenglong Li Bo Jiang Jin Tang Bin Luo Qi Liu 34 0 0 17 Apr 2025
Beyond Words: Augmenting Discriminative Richness via Diffusions in Unsupervised Prompt Learning Hairui Ren Fan Tang He Zhao Zixuan Wang Dandan Guo Yi Chang VLM 41 0 0 16 Apr 2025
Memory-Modular Classification: Learning to Generalize with Memory Replacement Dahyun Kang Ahmet Iscen Eunchan Jo Sua Choi Minsu Cho Cordelia Schmid VLM KELM OffRL 39 0 0 08 Apr 2025
Think When You Need: Self-Adaptive Chain-of-Thought Learning Junjie Yang Ke Lin Xing Yu ReLM LRM AI4CE 57 1 0 04 Apr 2025
STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection Divya Velayudhan A. Ahmed Mohamad Alansari Neha Gour Abderaouf Behouch ... Muzammal Naseer Juergen Gall Mohammed Bennamoun Ernesto Damiani Naoufel Werghi 50 0 0 03 Apr 2025
Leveraging Vision-Language Foundation Models to Reveal Hidden Image-Attribute Relationships in Medical Imaging Amar Kumar Anita Kriz Barak Pertzov Tal Arbel MedIm 56 0 0 30 Mar 2025
Feature Calibration enhanced Parameter Synthesis for CLIP-based Class-incremental Learning Jiaxin Guo Xiaoguang Zhu Xiaoguang Zhu Lianlong Sun Liangyu Teng Yang Liu Di Li Wei Zhou Liang Song CLL VLM 59 1 0 24 Mar 2025
GOAL: Global-local Object Alignment Learning Hyungyu Choi Young Kyun Jang Chanho Eom VLM 177 0 0 22 Mar 2025
OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP M. Cui Divyam Gupta Mainak Singha Sai Bhargav Rongali Ankit Jha Muhammad Haris Khan Biplab Banerjee VLM 53 1 0 20 Mar 2025
M3: 3D-Spatial MultiModal Memory Xueyan Zou Yuchen Song Ri-Zhao Qiu Xuanbin Peng Jianglong Ye Sifei Liu Xiaolong Wang 3DGS 62 0 0 20 Mar 2025
Squeeze Out Tokens from Sample for Finer-Grained Data Governance Weixiong Lin Chen Ju Haicheng Wang Shengchao Hu Shuai Xiao ... Yuheng Jiao Mingshuai Yao Jinsong Lan Qingwen Liu Ying Chen 55 0 0 18 Mar 2025
Optimized 3D Gaussian Splatting using Coarse-to-Fine Image Frequency Modulation Umar Farooq Jean-Yves Guillemaut Adrian Hilton M. Volino 3DGS 72 0 0 18 Mar 2025
SAM2 for Image and Video Segmentation: A Comprehensive Survey Zhang Jiaxing Tang Hao VLM 54 0 0 17 Mar 2025
TLAC: Two-stage LMM Augmented CLIP for Zero-Shot Classification Ans Munir Faisal Z. Qureshi M. H. Khan Mohsen Ali VLM 70 0 0 15 Mar 2025
Towards Graph Foundation Models: A Transferability Perspective Yansen Wang Wenqi Fan Suhang Wang Yao Ma 43 1 0 13 Mar 2025
Keeping Representation Similarity in Finetuning for Medical Image Analysis Wenqiang Zu Shenghao Xie Hao Chen Yiming Liang Lei Ma MedIm OOD 48 0 0 10 Mar 2025
LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression Souvik Kundu Anahita Bhiwandiwalla Sungduk Yu Phillip Howard Tiep Le S. N. Sridhar David Cobbley Hao Kang Vasudev Lal MQ 59 1 0 06 Mar 2025
Enhancing Collective Intelligence in Large Language Models Through Emotional Integration Likith Kadiyala Ramteja Sajja Y. Sermet Ibrahim Demir 188 0 0 05 Mar 2025
OTTER: A Vision-Language-Action Model with Text-Aware Visual Feature Extraction Huang Huang Fangchen Liu Letian Fu Tingfan Wu Mustafa Mukadam Jitendra Malik Ken Goldberg Pieter Abbeel LM&Ro VLM 85 6 0 05 Mar 2025
PRISM: High-Resolution & Precise Counterfactual Medical Image Generation using Language-guided Stable Diffusion Amar Kumar Anita Kriz Mohammad Havaei Tal Arbel MedIm 49 2 0 28 Feb 2025
InPK: Infusing Prior Knowledge into Prompt for Vision-Language Models Shuchang Zhou Jiwei Wei Shiyuan He Yuyang Zhou Chaoning Zhang Jie Zou Ning Xie Yang Yang VLM VPVLM 84 0 0 27 Feb 2025
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications Ibrahim Fayad Max Zimmer Martin Schwartz P. Ciais Fabian Gieseke Gabriel Belouze Sarah Brood A. D. Truchis Alexandre d’Aspremont AI4TS 43 0 0 24 Feb 2025
SelaVPR++: Towards Seamless Adaptation of Foundation Models for Efficient Place Recognition Feng Lu Tong Jin X. Lan Lijun Zhang Yunpeng Liu Yaowei Wang Chun Yuan 39 0 0 23 Feb 2025
Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data Jiajie Li Brian R Quaranto Chenhui Xu Ishan Mishra Ruiyang Qin Dancheng Liu Peter C W Kim Jinjun Xiong 94 0 0 25 Jan 2025
Know "No'' Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP J. Park Jungbeom Lee Jongyoon Song Sangwon Yu Dahuin Jung Sungroh Yoon 47 0 0 19 Jan 2025
Explore the Use of Time Series Foundation Model for Car-Following Behavior Analysis Luwei Zeng Runze Yan AI4TS 48 0 0 13 Jan 2025
Feedback-Driven Vision-Language Alignment with Minimal Human Supervision Giorgio Giannone Ruoteng Li Qianli Feng Evgeny Perevodchikov Rui Chen Aleix M. Martinez VLM 66 0 0 08 Jan 2025
GIT-CXR: End-to-End Transformer for Chest X-Ray Report Generation Iustin Sîrbu Iulia-Renata Sîrbu Jasmina Bogojeska Traian Rebedea MedIm ViT LM&MA 36 0 0 05 Jan 2025
Fine-Tuning Games: Bargaining and Adaptation for General-Purpose Models Benjamin Laufer Jon M. Kleinberg Hoda Heidari 60 8 0 03 Jan 2025
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames Pinelopi Papalampidi Skanda Koppula Shreya Pathak Justin T Chiu Joseph Heyward Viorica Patraucean Jiajun Shen Antoine Miech Andrew Zisserman Aida Nematzdeh VLM 69 24 0 31 Dec 2024
Improving Generated and Retrieved Knowledge Combination Through Zero-shot Generation Xinkai Du Quanjie Han Chao Lv Yi Liu Yalin Sun Hao Shu Hongbo Shan Maosong Sun RALM 45 0 0 25 Dec 2024
Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees Zehong Wang Zheyuan Zhang Tianyi Ma Nitesh V. Chawla Chuxu Zhang Yanfang Ye AI4CE 84 0 0 21 Dec 2024
Do Language Models Understand Time? Xi Ding Lei Wang 184 0 0 18 Dec 2024
Bringing Multimodality to Amazon Visual Search System Xinliang Zhu Michael Huang Han Ding Jinyu Yang Kelvin Chen ... Son Dinh Tran Benjamin Z. Yao Doug Gray Anuj Bindal Arnab Dhua 79 3 0 17 Dec 2024
Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Qitong Wang Tang Li Kien X. Nguyen Xi Peng 90 0 0 17 Dec 2024
Retaining and Enhancing Pre-trained Knowledge in Vision-Language Models with Prompt Ensembling Donggeun Kim Yujin Jo Myungjoo Lee Taesup Kim VLM 83 0 0 10 Dec 2024
CLIP-PING: Boosting Lightweight Vision-Language Models with Proximus Intrinsic Neighbors Guidance Chu Myaet Thwal Ye Lin Tun Minh N. H. Nguyen Eui-nam Huh Choong Seon Hong VLM 74 0 0 05 Dec 2024
Exploring Large Vision-Language Models for Robust and Efficient Industrial Anomaly Detection Kun Qian Tianyu Sun Wenhong Wang 71 0 0 01 Dec 2024
EDTformer: An Efficient Decoder Transformer for Visual Place Recognition Tong Jin Feng Lu Shuyu Hu Chun Yuan Yunpeng Liu ViT 77 0 0 01 Dec 2024
Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training Haicheng Wang Chen Ju Weixiong Lin Shuai Xiao Mengting Chen ... Mingshuai Yao Jinsong Lan Ying Chen Qingwen Liu Yanfeng Wang VLM CLIP 80 4 0 30 Nov 2024
CLIP meets DINO for Tuning Zero-Shot Classifier using Unlabeled Image Collections Mohamed Fazli Mohamed Imam Rufael Fedaku Marew Jameel Hassan M. Fiaz Alham Fikri Aji Hisham Cholakkal VLM 229 0 0 28 Nov 2024