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• Bridging the Semantic Latent Space between Brain and Machine: Similarity Is All You Need

  Jiaxuan Chen, Yu Qi, Yueming Wang, Gang Pan

  11302-11310

  2024-03-24

• One-Class Adversarial Nets for Fraud Detection

  Panpan Zheng, Shuhan Yuan, Xintao Wu, Jun Li, Aidong Lu

  1286-1293

  2019-07-17

• Activation-wise Propagation: A One-Timestep Strategy for Spiking Neural Networks

  Jian Song, Xiangfei Yang, Shangke Lyu, Donglin Wang

  2056-2064

  2026-03-14

• SMiLE: Provably Enforcing Global Relational Properties in Neural Networks

  Matteo Francobaldi, Michele Lombardi, Andrea Lodi

  37387-37395

  2026-03-14

• Multiple Saliency and Channel Sensitivity Network for Aggregated Convolutional Feature

  Xuanlu Xiang, Zhipeng Wang, Zhicheng Zhao, Fei Su

  9013-9020

  2019-07-17

• SAFE: A Neural Survival Analysis Model for Fraud Early Detection

  Panpan Zheng, Shuhan Yuan, Xintao Wu

  1278-1285

  2019-07-17

• Input Margins Can Predict Generalization Too

  Coenraad Mouton, Marthinus Wilhelmus Theunissen, Marelie H Davel

  14379-14387

  2024-03-24

• Constrained Bayesian Optimization under Partial Observations: Balanced Improvements and Provable Convergence

  Shengbo Wang, Ke Li

  15607-15615

  2024-03-24

• Wavelet Dynamic Selection Network for Inertial Sensor Signal Enhancement

  Yifeng Wang, Yi Zhao

  15680-15688

  2024-03-24

• Near-Optimal Resilient Aggregation Rules for Distributed Learning Using 1-Center and 1-Mean Clustering with Outliers

  Yuhao Yi, Ronghui You, Hong Liu, Changxin Liu, Yuan Wang, Jiancheng Lv

  16469-16477

  2024-03-24

• Random Projections and α-Shape to Support the Kernel Design (Student Abstract)

  Daniel Moreira Cestari, Rodrigo Fernandes de Mello

  13877-13878

  2020-04-03

• Learning a Fix and Explore Framework for Continuous Generalized Category Discovery

  Chunming Li, Shidong Wang, Haofeng Zhang

  6064-6072

  2026-03-14

• Symmetric Aggregation of Conformity Scores for Efficient Uncertainty Sets

  Nabil Alami, Jad Zakharia, Souhaib Ben Taieb

  19607-19614

  2026-03-14

• Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales

  Taeyoon Kwon, Kai Tzu-iunn Ong, Dongjin Kang, Seungjun Moon, Jeong Ryong Lee, Dosik Hwang, Beomseok Sohn, Yongsik Sim, Dongha Lee, Jinyoung Yeo

  18417-18425

  2024-03-24

• Performance Evaluation in Machine Learning: The Good, the Bad, the Ugly, and the Way Forward

  Peter Flach

  9808-9814

  2019-07-17

• PathFLIP: Fine-grained Language-Image Pretraining for Versatile Computational Pathology

  Fengchun Liu, Songhan Jiang, Linghan Cai, Ziyue Wang, Yongbing Zhang

  7132-7140

  2026-03-14

• Identifying Reasons for Bias: An Argumentation-Based Approach

  Madeleine Waller, Odinaldo Rodrigues, Oana Cocarascu

  21664-21672

  2024-03-24

• Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making

  Sina Aghaei, Mohammad Javad Azizi, Phebe Vayanos

  1418-1426

  2019-07-17

• BirdCollect: A Comprehensive Benchmark for Analyzing Dense Bird Flock Attributes

  Kshitiz ., Sonu Shreshtha, Bikash Dutta, Muskan Dosi, Mayank Vatsa, Richa Singh, Saket Anand, Sudeep Sarkar, Sevaram Mali Parihar

  21879-21887

  2024-03-24

• Provable Discriminative Hyperspherical Embedding for Out-of-Distribution Detection

  Zhipeng Zou, Sheng Wan, Guangyu Li, Bo Han, Tongliang Liu, Lin Zhao, Chen Gong

  13483-13491

  2025-04-11

• Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages

  Sameer Jain, Sedrick Scott Keh, Shova Chhetri, Karun Dewan, Pablo Izquierdo, Johanna Prussmann, Pooja Shrestha, César Suárez, Zheyuan Ryan Shi, Lei Li, Fei Fang

  22141-22149

  2024-03-24

• Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation

  Hongwei Niu, Linhuang Xie, Jianghang Lin, Shengchuan Zhang

  6245-6253

  2025-04-11

• An Application-Agnostic Automatic Target Recognition System Using Vision Language Models

  Anthony Palladino, Dana Gajewski, Abigail Aronica, Patryk Deptula, Alexander Hamme, Seiyoung C. Lee, Jeff Muri, Todd Nelling, Michael A. Riley, Brian Wong, Margaret Duff

  28878-28884

  2025-04-11

• Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model

  Huan Ma, Yan Zhu, Changqing Zhang, Peilin Zhao, Baoyuan Wu, Long-Kai Huang, Qinghua Hu, Bingzhe Wu

  19296-19304

  2025-04-11

• Towards Reinforcement Learning from Neural Feedback: Mapping fNIRS Signals to Agent Performance

  Julia Santaniello, Matthew Russell, Benson Jiang, Donatello Sassaroli, Robert Jacob, Jivko Sinapov

  17670-17678

  2026-03-14