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• Fast Nonparametric Estimation of Class Proportions in the Positive-Unlabeled Classification Setting

  Daniel Zeiberg, Shantanu Jain, Predrag Radivojac

  6729-6736

  2020-04-03

• I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders

  Andrey V. Galichin, Alexey Dontsov, Polina Druzhinina, Anton Razzhigaev, Oleg Rogov, Elena Tutubalina, Ivan Oseledets

  30771-30779

  2026-03-14

• Task-Driven Causal Feature Distillation: Towards Trustworthy Risk Prediction

  Zhixuan Chu, Mengxuan Hu, Qing Cui, Longfei Li, Sheng Li

  11642-11650

  2024-03-24

• MAGIC VFM-Meta-Learning Adaptation for Ground Interaction Control with Visual Foundation Models (Abstract Reprint)

  Elena-Sorina Lupu, Fengze Xie, James Preiss, Jedidiah Alindogan, Matthew Anderson, Soon-Jo Chung

  39877-39877

  2026-03-14

• N-gram Unsupervised Compoundation and Feature Injection for Better Symbolic Music Understanding

  Jinhao Tian, Zuchao Li, Jiajia Li, Ping Wang

  15364-15372

  2024-03-24

• Explaining Generalization Power of a DNN Using Interactive Concepts

  Huilin Zhou, Hao Zhang, Huiqi Deng, Dongrui Liu, Wen Shen, Shih-Han Chan, Quanshi Zhang

  17105-17113

  2024-03-24

• Conditional Backdoor Attack via JPEG Compression

  Qiuyu Duan, Zhongyun Hua, Qing Liao, Yushu Zhang, Leo Yu Zhang

  19823-19831

  2024-03-24

• End-to-End Learning of Object Motion Estimation from Retinal Events for Event-Based Object Tracking

  Haosheng Chen, David Suter, Qiangqiang Wu, Hanzi Wang

  10534-10541

  2020-04-03

• Building Instance Segmentation for Dense Urban Settlements

  Adnan Firoze, Raymond A. Yeh, Daniel Aliaga

  38460-38468

  2026-03-14

• E4: Energy-Efficient DNN Inference for Edge Video Analytics via Early Exiting and DVFS

  Ziyang Zhang, Yang Zhao, Ming-Ching Chang, Changyao Lin, Jie Liu

  1165-1173

  2025-04-11

• ProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation

  Hamed Ayoobi, Nico Potyka, Francesca Toni

  1791-1799

  2025-04-11

• Improving Search with Supervised Learning in Trick-Based Card Games

  Christopher Solinas, Douglas Rebstock, Michael Buro

  1158-1165

  2019-07-17

• Unsupervised Controllable Text Formalization

  Parag Jain, Abhijit Mishra, Amar Prakash Azad, Karthik Sankaranarayanan

  6554-6561

  2019-07-17

• TrustEnergy: A Unified Framework for Accurate and Reliable User-level Energy Usage Prediction

  Dahai Yu, Rongchao Xu, Dingyi Zhuang, Yuheng Bu, Shenhao Wang, Guang Wang

  39558-39566

  2026-03-14

• B2Opt: Learning to Optimize Black-box Optimization with Little Budget

  Xiaobin Li, Kai Wu, Xiaoyu Zhang, Handing Wang

  18502-18510

  2025-04-11

• Error Bounds for Gaussian Process Regression Under Bounded Support Noise with Applications to Safety Certification

  Robert Reed, Luca Laurenti, Morteza Lahijanian

  20157-20164

  2025-04-11

• MNCN: A Multilingual Ngram-Based Convolutional Network for Aspect Category Detection in Online Reviews

  Erfan Ghadery, Sajad Movahedi, Heshaam Faili, Azadeh Shakery

  6441-6448

  2019-07-17

• BSAN: Behavioral State Attention Network for Modeling Mosquito Host-Seeking Behavior

  Haotian Sun, Jessie Zixin Li, John M. Marshall

  39314-39321

  2026-03-14

• Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification

  Youngmin Ro, Jongwon Choi, Dae Ung Jo, Byeongho Heo, Jongin Lim, Jin Young Choi

  8859-8867

  2019-07-17

• MAPF-GPT: Imitation Learning for Multi-Agent Pathfinding at Scale

  Anton Andreychuk, Konstantin Yakovlev, Aleksandr Panov, Alexey Skrynnik

  23126-23134

  2025-04-11

• Cheating Stereo Matching in Full-Scale: Physical Adversarial Attack Against Binocular Depth Estimation in Autonomous Driving

  Kangqiao Zhao, Shuo Huai, Xurui Song, Jun Luo

  13190-13198

  2026-03-14

• Anomaly Detection Using Autoencoders in High Performance Computing Systems

  Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini

  9428-9433

  2019-07-17

• Justification-Based Reliability in Machine Learning

  Nurali Virani, Naresh Iyer, Zhaoyuan Yang

  6078-6085

  2020-04-03

• Physics-Informed Multi-Task Learning for Battery State of Health Prediction with Uncertainty Quantification

  Tianwen Zhu, Guangyu Wu, Zhiwei Cao, Ruihang Wang, Jimin Jia, Yong Luo, Yonggang Wen

  1659-1667

  2026-03-14

• Decoupled Spatiotemporal Forecasting from Extreme Sparse Observations via Quantized Latent Space

  Zhongnan Weng, Yue Hong, Hang Yu, Jiayi Que, Juan Liu, Xiangrong Liu

  26858-26866

  2026-03-14