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• PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks

  Mojtaba Faramarzi, Mohammad Amini, Akilesh Badrinaaraayanan, Vikas Verma, Sarath Chandar

  589-597

  2022-06-28

• Task and Model Agnostic Adversarial Attack on Graph Neural Networks

  Kartik Sharma, Samidha Verma, Sourav Medya, Arnab Bhattacharya, Sayan Ranu

  15091-15099

  2023-06-26

• The Effect of Modeling Human Rationality Level on Learning Rewards from Multiple Feedback Types

  Gaurav R. Ghosal, Matthew Zurek, Daniel S. Brown, Anca D. Dragan

  5983-5992

  2023-06-26

• Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning

  Muzhi Li, Cehao Yang, Chengjin Xu, Zixing Song, Xuhui Jiang, Jian Guo, Ho-fung Leung, Irwin King

  12102-12111

  2025-04-11

• Towards Offline Imitation Learning: Strictly Batch Settings, Generalization, and Variability in Expertise

  Rishabh Agrawal

  41026-41027

  2026-03-14

• Reasoning via Implicit Self-supervised Emergence for Instruction Segmentation

  Qing Zhou, Lichang Yang, Yuyu Jia, Junyu Gao, Weiping Ni, Junzheng Wu, Qi Wang

  13746-13754

  2026-03-14

• Probabilistic Plan Recognition Using Off-the-Shelf Classical Planners

  Miguel Ramírez, Hector Geffner

  1121-1126

  2010-07-04

• Wasserstein Distributionally Robust Inverse Multiobjective Optimization

  Chaosheng Dong, Bo Zeng

  5914-5921

  2021-05-18

• Expand Your SCOPE: Semantic Cognition over Potential-Based Exploration for Embodied Visual Navigation

  Ningnan Wang, Weihuang Chen, Liming Chen, Haoxuan Ji, Zhongyu Guo, Xuchong Zhang, Hongbin Sun

  18620-18628

  2026-03-14

• Unsupervised Learning of Discourse Structures using a Tree Autoencoder

  Patrick Huber, Giuseppe Carenini

  13107-13115

  2021-05-18

• Diffeomorphic Information Neural Estimation

  Bao Duong, Thin Nguyen

  7468-7475

  2023-06-26

• Super Sparse Convolutional Neural Networks

  Yao Lu, Guangming Lu, Bob Zhang, Yuanrong Xu, Jinxing Li

  4440-4447

  2019-07-17

• An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks

  Haedong Jeong, Jiyeon Han, Jaesik Choi

  1052-1059

  2022-06-28

• Interactive Attention Transfer Network for Cross-Domain Sentiment Classification

  Kai Zhang, Hefu Zhang, Qi Liu, Hongke Zhao, Hengshu Zhu, Enhong Chen

  5773-5780

  2019-07-17

• A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels

  Shaobo Min, Xuejin Chen, Zheng-Jun Zha, Feng Wu, Yongdong Zhang

  4578-4585

  2019-07-17

• Robust Model Compression Using Deep Hypotheses

  Omri Armstrong, Ran Gilad-Bachrach

  6688-6695

  2021-05-18

• Mimic-X: A Large-Scale Motion Dataset via Fast Physics-Based Controller Adaptation

  Hongyu Tao, Shuaiying Hou, Junheng Fang, Mingyao Shi, Weiwei Xu

  9502-9510

  2026-03-14

• What Makes a Good Generated Image? Investigating Human and Multimodal LLM Image Preference Alignment

  Rishab Parthasarathy, Jasmine Collins, Cory Stephenson

  24801-24810

  2026-03-14

• Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model

  Xin Qiu, Risto Miikkulainen

  8017-8027

  2022-06-28

• Safety Verification of Nonlinear Systems with Bayesian Neural Network Controllers

  Xia Zeng, Zhengfeng Yang, Li Zhang, Xiaochao Tang, Zhenbing Zeng, Zhiming Liu

  15278-15286

  2023-06-26

• Combating Mode Collapse via Offline Manifold Entropy Estimation

  Haozhe Liu, Bing Li, Haoqian Wu, Hanbang Liang, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng

  8834-8842

  2023-06-26

• Data Domain Change and Feature Selection to Predict Cardiac Pathology with a 2D Clinical Dataset and Convolutional Neural Networks (Student Abstract)

  Mário Serra Neto, Marco Mollinetti, Inês Dutra

  15883-15884

  2021-05-18

• DuoKD: Dual Knowledge Distillation from Large Language Models for Robust Graph Neural Networks

  Cuiying Huo, Xiaotong Huang, Dongxiao He, Yixuan Du, Wenhuan Lu, Di Jin

  14919-14927

  2026-03-14

• Attribute-guided Dynamic Prompt Learning for Graph Neural Networks

  Zhuomin Liang, Liang Bai, Xian Yang

  23442-23450

  2026-03-14

• Regularizing Graph Neural Networks via Consistency-Diversity Graph Augmentations

  Deyu Bo, Binbin Hu, Xiao Wang, Zhiqiang Zhang, Chuan Shi, Jun Zhou

  3913-3921

  2022-06-28