语言大模型 / LLM

$Δ$-model correction of Foundation Model based on the models own understanding

Mads-Peter Verner Christiansen, Bjørk Hammer

专题命中 指令微调 ：foundation model(title,abstract)

Comments 10 pages, 9 figures

Journal ref J. Chem. Phys. 162, 184701 (2025)

Leveraging Protein Language Model Embeddings for Catalytic Turnover Prediction of Adenylate Kinase Orthologs in a Low-Data Regime

Duncan F. Muir, Parker Grosjean, Margaux M. Pinney, Michael J. Keiser

专题命中 指令微调 ：language model(title,abstract)

Comments 11 pages, 4 figures

Brain Foundation Models with Hypergraph Dynamic Adapter for Brain Disease Analysis

Zhongying Deng, Haoyu Wang, Ziyan Huang, Lipei Zhang, Angelica I. Aviles-Rivero, Chaoyu Liu, Junjun He, Zoe Kourtzi, Carola-Bibiane Schönlieb

专题命中 指令微调 ：foundation model(title,abstract)

Comments 35 pages, 4 figures

E-InMeMo: Enhanced Prompting for Visual In-Context Learning

Jiahao Zhang, Bowen Wang, Hong Liu, Liangzhi Li, Yuta Nakashima, Hajime Nagahara

机构 * D3 Center, The University of Osaka（大阪大学D3中心） ； The University of Osaka（大阪大学） ； SANKEN, The University of Osaka（大阪大学SANKEN） ； School of Informatics, Xiamen University（厦门大学信息学院） ； Meetyou AI Lab, Xiamen Meet You Co., Ltd（厦门Meet You人工智能实验室） 纠错

专题命中 指令微调 ：prompting(title,abstract)

Comments Preprint

Assessing the Utility of Audio Foundation Models for Heart and Respiratory Sound Analysis

Daisuke Niizumi, Daiki Takeuchi, Masahiro Yasuda, Binh Thien Nguyen, Yasunori Ohishi, Noboru Harada

机构 * NTT Communication Science Laboratories（日本通信用科学实验室） ； Nippon Telegraph and Telephone Corporation（日本电信电话株式会社） 纠错

专题命中 指令微调 ：foundation model(title,abstract)

Comments 4 pages, 1 figure, and 4 tables. Accepted by IEEE EMBC 2025

Visual Consensus Prompting for Co-Salient Object Detection

Jie Wang, Nana Yu, Zihao Zhang, Yahong Han

机构 * College of Intelligence and Computing, Tianjin University（智能与计算学院，天津大学） 纠错

专题命中 指令微调 ：prompting(title)；foundation model(abstract)

Comments CVPR 2025

Multi-modal single-cell foundation models via dynamic token adaptation

Wenmin Zhao, Ana Solaguren-Beascoa, Grant Neilson, Louwai Muhammed, Liisi Laaniste, Sera Aylin Cakiroglu

专题命中 指令微调 ：foundation model(title,abstract)

Fine-Tuning Florence2 for Enhanced Object Detection in Un-constructed Environments: Vision-Language Model Approach

Aysegul Ucar, Soumyadeep Ro, Sanapala Satwika, Pamarthi Yasoda Gayathri, Mohmmad Ghaith Balsha

专题命中 指令微调 ：language model(title,abstract)

Comments 22 pages, 13 Figures, 6 Tables

Lightning IR: Straightforward Fine-tuning and Inference of Transformer-based Language Models for Information Retrieval

Ferdinand Schlatt, Maik Fröbe, Matthias Hagen

专题命中 指令微调 ：language model(title,abstract)

Comments Accepted as a demo at WSDM'25

Identity-Aware Vision-Language Model for Explainable Face Forgery Detection

Junhao Xu, Jingjing Chen, Yang Jiao, Jiacheng Zhang, Zhiyu Tan, Hao Li, Yu-Gang Jiang

专题命中 指令微调 ：language model(title,abstract)

Consistency-Guided Asynchronous Contrastive Tuning for Few-Shot Class-Incremental Tuning of Foundation Models

Shuvendu Roy, Elham Dolatabadi, Arash Afkanpour, Ali Etemad

专题命中 指令微调 ：foundation model(title,abstract)

Comments Accepted in Transactions on Machine Learning Research (TMLR)

FullDiT: Multi-Task Video Generative Foundation Model with Full Attention

Xuan Ju, Weicai Ye, Quande Liu, Qiulin Wang, Xintao Wang, Pengfei Wan, Di Zhang, Kun Gai, Qiang Xu

专题命中 指令微调 ：foundation model(title,abstract)

Comments Project Page: https://fulldit.github.io/

MAO: Efficient Model-Agnostic Optimization of Prompt Tuning for Vision-Language Models

Haoyang Li, Siyu Zhou, Liang Wang, Guodong Long

专题命中 指令微调 ：language model(title,abstract)

Comments Accepted by the IEEE International Conference on Multimedia & Expo 2025 (ICME 2025); 12 pages, 6 figures, 8 tables

PE-CLIP: A Parameter-Efficient Fine-Tuning of Vision Language Models for Dynamic Facial Expression Recognition

Ibtissam Saadi, Abdenour Hadid, Douglas W. Cunningham, Abdelmalik Taleb-Ahmed, Yassin El Hillali

专题命中 指令微调 ：language model(title,abstract)

Euclid Quick Data Release (Q1) Exploring galaxy properties with a multi-modal foundation model

Euclid Collaboration, M. Siudek, M. Huertas-Company, M. Smith, G. Martinez-Solaeche, F. Lanusse, S. Ho, E. Angeloudi, P. A. C. Cunha, H. Domínguez Sánchez, M. Dunn, Y. Fu, P. Iglesias-Navarro, J. Junais, J. H. Knapen, B. Laloux, M. Mezcua, W. Roster, G. Stevens, J. Vega-Ferrero, N. Aghanim, B. Altieri, A. Amara, S. Andreon, N. Auricchio, H. Aussel, C. Baccigalupi, M. Baldi, S. Bardelli, P. Battaglia, A. Biviano, A. Bonchi, E. Branchini, M. Brescia, J. Brinchmann, S. Camera, G. Cañas-Herrera, V. Capobianco, C. Carbone, J. Carretero, S. Casas, F. J. Castander, M. Castellano, G. Castignani, S. Cavuoti, K. C. Chambers, A. Cimatti, C. Colodro-Conde, G. Congedo, C. J. Conselice, L. Conversi, Y. Copin, F. Courbin, H. M. Courtois, M. Cropper, A. Da Silva, H. Degaudenzi, G. De Lucia, A. M. Di Giorgio, J. Dinis, C. Dolding, H. Dole, F. Dubath, C. A. J. Duncan, X. Dupac, S. Dusini, S. Escoffier, M. Farina, R. Farinelli, F. Faustini, S. Ferriol, F. Finelli, S. Fotopoulou, M. Frailis, E. Franceschi, S. Galeotta, K. George, B. Gillis, C. Giocoli, J. Gracia-Carpio, B. R. Granett, A. Grazian, F. Grupp, S. Gwyn, S. V. H. Haugan, W. Holmes, I. M. Hook, F. Hormuth, A. Hornstrup, K. Jahnke, M. Jhabvala, E. Keihänen, S. Kermiche, A. Kiessling, B. Kubik, M. Kümmel, M. Kunz, H. Kurki-Suonio, Q. Le Boulc'h, A. M. C. Le Brun, D. Le Mignant, S. Ligori, P. B. Lilje, V. Lindholm, I. Lloro, G. Mainetti, D. Maino, E. Maiorano, O. Mansutti, S. Marcin, O. Marggraf, M. Martinelli, N. Martinet, F. Marulli, R. Massey, S. Maurogordato, H. J. McCracken, E. Medinaceli, S. Mei, M. Melchior, Y. Mellier, M. Meneghetti, E. Merlin, G. Meylan, A. Mora, M. Moresco, L. Moscardini, R. Nakajima, C. Neissner, S. -M. Niemi, J. W. Nightingale, C. Padilla, S. Paltani, F. Pasian, K. Pedersen, W. J. Percival, V. Pettorino, S. Pires, G. Polenta, M. Poncet, L. A. Popa, L. Pozzetti, F. Raison, A. Renzi, J. Rhodes, G. Riccio, E. Romelli, M. Roncarelli, R. Saglia, Z. Sakr, A. G. Sánchez, D. Sapone, B. Sartoris, J. A. Schewtschenko, P. Schneider, T. Schrabback, M. Scodeggio, A. Secroun, G. Seidel, M. Seiffert, S. Serrano, P. Simon, C. Sirignano, G. Sirri, L. Stanco, J. Steinwagner, P. Tallada-Crespí, A. N. Taylor, I. Tereno, S. Toft, R. Toledo-Moreo, F. Torradeflot, I. Tutusaus, L. Valenziano, J. Valiviita, T. Vassallo, G. Verdoes Kleijn, A. Veropalumbo, Y. Wang, J. Weller, A. Zacchei, G. Zamorani, F. M. Zerbi, I. A. Zinchenko, E. Zucca, V. Allevato, M. Ballardini, M. Bolzonella, E. Bozzo, C. Burigana, R. Cabanac, A. Cappi, D. Di Ferdinando, J. A. Escartin Vigo, L. Gabarra, J. Martín-Fleitas, S. Matthew, N. Mauri, R. B. Metcalf, A. Pezzotta, M. Pöntinen, C. Porciani, I. Risso, V. Scottez, M. Sereno, M. Tenti, M. Viel, M. Wiesmann, Y. Akrami, I. T. Andika, S. Anselmi, M. Archidiacono, F. Atrio-Barandela, C. Benoist, K. Benson, D. Bertacca, M. Bethermin, L. Bisigello, A. Blanchard, L. Blot, M. L. Brown, S. Bruton, A. Calabro, B. Camacho Quevedo, F. Caro, C. S. Carvalho, T. Castro, Y. Charles, F. Cogato, A. R. Cooray, O. Cucciati, S. Davini, F. De Paolis, G. Desprez, A. Díaz-Sánchez, J. J. Diaz, S. Di Domizio, J. M. Diego, P. -A. Duc, A. Enia, Y. Fang, A. G. Ferrari, P. G. Ferreira, A. Finoguenov, A. Fontana, A. Franco, K. Ganga, J. García-Bellido, T. Gasparetto, V. Gautard, E. Gaztanaga, F. Giacomini, F. Gianotti, G. Gozaliasl, M. Guidi, C. M. Gutierrez, A. Hall, W. G. Hartley, S. Hemmati, C. Hernández-Monteagudo, H. Hildebrandt, J. Hjorth, J. J. E. Kajava, Y. Kang, V. Kansal, D. Karagiannis, K. Kiiveri, C. C. Kirkpatrick, S. Kruk, J. Le Graet, L. Legrand, M. Lembo, F. Lepori, G. Leroy, G. F. Lesci, J. Lesgourgues, L. Leuzzi, T. I. Liaudat, A. Loureiro, J. Macias-Perez, G. Maggio, M. Magliocchetti, E. A. Magnier, F. Mannucci, R. Maoli, C. J. A. P. Martins, L. Maurin, M. Miluzio, P. Monaco, C. Moretti, G. Morgante, C. Murray, K. Naidoo, A. Navarro-Alsina, S. Nesseris, F. Passalacqua, K. Paterson, L. Patrizii, A. Pisani, D. Potter, S. Quai, M. Radovich, S. Sacquegna, M. Sahlén, D. B. Sanders, E. Sarpa, A. Schneider, D. Sciotti, D. Scognamiglio, E. Sellentin, L. C. Smith, K. Tanidis, G. Testera, R. Teyssier, S. Tosi, A. Troja, M. Tucci, C. Valieri, A. Venhola, D. Vergani, G. Verza, P. Vielzeuf, N. A. Walton, J. G. Sorce

专题命中 指令微调 ：foundation model(title,abstract)

Comments Paper submitted as part of the A&A Special Issue `Euclid Quick Data Release (Q1)', 31 pages, 17 figures

WiFo: Wireless Foundation Model for Channel Prediction

Boxun Liu, Shijian Gao, Xuanyu Liu, Xiang Cheng, Liuqing Yang

专题命中 指令微调 ：foundation model(title,abstract)

Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models

Xiaojun Jia, Sensen Gao, Simeng Qin, Ke Ma, Xinfeng Li, Yihao Huang, Wei Dong, Yang Liu, Xiaochun Cao

专题命中 指令微调 ：language model(title,abstract)

O-TPT: Orthogonality Constraints for Calibrating Test-time Prompt Tuning in Vision-Language Models

Ashshak Sharifdeen, Muhammad Akhtar Munir, Sanoojan Baliah, Salman Khan, Muhammad Haris Khan

专题命中 指令微调 ：language model(title,abstract)

Comments Accepted at CVPR 2025

Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning

Yuxiang Lu, Shengcao Cao, Yu-Xiong Wang

专题命中 指令微调 ：foundation model(title,abstract)

Comments Accepted by ICLR2025

Debiased Prompt Tuning in Vision-Language Model without Annotations

Chaoquan Jiang, Yunfan Yang, Rui Hu, Jitao Sang

专题命中 指令微调 ：language model(title,abstract)

Towards Safe Robot Foundation Models

Maximilian Tölle, Theo Gruner, Daniel Palenicek, Jonas Günster, Puze Liu, Joe Watson, Davide Tateo, Jan Peters

专题命中 指令微调 ：foundation model(title,abstract)

Diversity Covariance-Aware Prompt Learning for Vision-Language Models

Songlin Dong, Zhengdong Zhou, Chenhao Ding, Xinyuan Gao, Alex Kot, Yihong Gong

专题命中 指令微调 ：language model(title,abstract)

Can We Simplify Slide-level Fine-tuning of Pathology Foundation Models?

Jiawen Li, Jiali Hu, Qiehe Sun, Renao Yan, Minxi Ouyang, Tian Guan, Anjia Han, Chao He, Yonghong He

专题命中 指令微调 ：foundation model(title,abstract)

Comments 11 pages, 3 figures, 4 tables

Comparative study of the ansätze in quantum language models

Jordi Del Castillo, Dan Zhao, Zongrui Pei

专题命中 指令微调 ：language model(title,abstract)

Comments 10 pages, 6 figures

Improving Deep Assertion Generation via Fine-Tuning Retrieval-Augmented Pre-trained Language Models

Quanjun Zhang, Chunrong Fang, Yi Zheng, Yaxin Zhang, Yuan Zhao, Rubing Huang, Jianyi Zhou, Yun Yang, Tao Zheng, Zhenyu Chen

专题命中 指令微调 ：language model(title,abstract)

Comments Accepted to ACM Transactions on Software Engineering and Methodology (TOSEM 2025)

Modular Prompt Learning Improves Vision-Language Models

Zhenhan Huang, Tejaswini Pedapati, Pin-Yu Chen, Jianxi Gao

专题命中 指令微调 ：language model(title,abstract)

Comments 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing

Automated Test Case Repair Using Language Models

Ahmadreza Saboor Yaraghi, Darren Holden, Nafiseh Kahani, Lionel Briand

专题命中 指令微调 ：language model(title,abstract)

Comments 45 pages, 23 figures, accepted at IEEE Transactions on Software Engineering, for associated code and data please visit https://github.com/Ahmadreza-SY/TaRGet

Fully Exploiting Vision Foundation Model's Profound Prior Knowledge for Generalizable RGB-Depth Driving Scene Parsing

Sicen Guo, Tianyou Wen, Chuang-Wei Liu, Qijun Chen, Rui Fan

专题命中 指令微调 ：foundation model(title,abstract)

Comments 10 pages, 5 figures

How Much Do Code Language Models Remember? An Investigation on Data Extraction Attacks before and after Fine-tuning

Fabio Salerno, Ali Al-Kaswan, Maliheh Izadi

专题命中 指令微调 ：language model(title,abstract)

Comments MSR 2025

Unsupervised Accent Adaptation Through Masked Language Model Correction Of Discrete Self-Supervised Speech Units

Jakob Poncelet, Hugo Van hamme

专题命中 指令微调 ：language model(title,abstract)

Comments Submitted to ICASSP2024

Journal ref 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 10236-10240