Papers
Active Data Curation Effectively Distills Large-Scale Multimodal Models
Vishaal Udandarao, Nikhil Parthasarathy, Muhammad Ferjad Naeem et al.
Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains
Yang Wu, Raha Moraffah, Rujing Yao et al.
Active Evaluation Acquisition for Efficient LLM Benchmarking
Yang Li, Jie Ma, Miguel Ballesteros et al.
Active Event Alignment for Monocular Distance Estimation
Nan Cai, Pia Bideau
Active Event-based Stereo Vision
Jianing Li, Yunjian Zhang, Haiqian Han et al.
Active Feature Acquisition for Personalised Treatment Assignment
Julianna Piskorz, Nicolás Astorga, Jeroen Berrevoets et al.
Active feature acquisition via explainability-driven ranking
Osman Berke Guney, Ketan Suhaas Saichandran, Karim Elzokm et al.
Active Few-Shot Learning for Text Classification
Saeed Ahmadnia, Arash Yousefi Jordehi, Mahsa Hosseini Khasheh Heyran et al.
Active Fine-Tuning of Multi-Task Policies
Marco Bagatella, Jonas Hübotter, Georg Martius et al.
Active Fourier Auditor for Estimating Distributional Properties of ML Models
Ayoub Ajarra, Bishwamittra Ghosh, Debabrota Basu
ActiveGAMER: Active GAussian Mapping through Efficient Rendering
Liyan Chen, Huangying Zhan, Kevin Chen et al.
Active Geospatial Search for Efficient Tenant Eviction Outreach
Anindya Sarkar, Alex DiChristofano, Sanmay Das et al.
ActiveHAI: Active Collection Based Human-AI Diagnosis with Limited Expert Predictions
Xuehan Zhao, Jiaqi Liu, Xin Zhang et al.
Active Hyperspectral Imaging Using an Event Camera
Bohan Yu, Jinxiu Liang, Zhuofeng Wang et al.
Active Large Language Model-Based Knowledge Distillation for Session-Based Recommendation
Yingpeng Du, Zhu Sun, Ziyan Wang et al.
Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation
Hongxiang Zhang, Hao Chen, Muhao Chen et al.
Active Learning for Continual Learning: Keeping the Past Alive in the Present
Jaehyun Park, Dongmin Park, Jae-Gil Lee
Active Learning for Efficient Discovery of Optimal Combinatorial Perturbations
Jason Qin, Hans-Hermann Wessels, Carlos Fernandez-Granda et al.
Active Learning for Image Segmentation with Binary User Feedback
Debanjan Goswami, Shayok Chakraborty
Active Learning for Multidialectal Arabic POS Tagging
Diyam Akra, Mohammed Khalilia, Mustafa Jarrar
Active Learning for Neural PDE Solvers
Daniel Musekamp, Marimuthu Kalimuthu, David Holzmüller et al.
Active Learning for Vision Language Models
Bardia Safaei, Vishal M. Patel
Active Learning Meets Foundation Models: Fast Remote Sensing Data Annotation for Object Detection
Marvin Burges, Philipe Ambrozio Dias, Carson Woody et al.
Active Learning of Deep Neural Networks via Gradient-Free Cutting Planes
Erica Zhang, Fangzhao Zhang, Mert Pilanci
Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation
Fei Wu, Pablo Márquez Neila, Hedyeh Rafii-Tari et al.