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• OpenMapFlow: A Library for Rapid Map Creation with Machine Learning and Remote Sensing Data

  Ivan Zvonkov, Gabriel Tseng, Catherine Nakalembe, Hannah Kerner

  14655-14663

  2023-06-26

• Implicit Bilevel Optimization: Differentiating through Bilevel Optimization Programming

  Francesco Alesiani

  14683-14691

  2023-06-26

• Safe Reinforcement Learning via Shielding under Partial Observability

  Steven Carr, Nils Jansen, Sebastian Junges, Ufuk Topcu

  14748-14756

  2023-06-26

• AutoCost: Evolving Intrinsic Cost for Zero-Violation Reinforcement Learning

  Tairan He, Weiye Zhao, Changliu Liu

  14847-14855

  2023-06-26

• STL-Based Synthesis of Feedback Controllers Using Reinforcement Learning

  Nikhil Kumar Singh, Indranil Saha

  15118-15126

  2023-06-26

• Perception for General-purpose Robot Manipulation

  Karthik Desingh

  15435-15435

  2024-07-15

• Targeted Knowledge Infusion To Make Conversational AI Explainable and Safe

  Manas Gaur

  15438-15438

  2024-07-15

• Generative Decision Making Under Uncertainty

  Aditya Grover

  15440-15440

  2024-07-15

• Information Transfer in Multitask Learning, Data Augmentation, and Beyond

  Hongyang R. Zhang

  15464-15464

  2024-07-15

• Xaitk-Saliency: An Open Source Explainable AI Toolkit for Saliency

  Brian Hu, Paul Tunison, Brandon RichardWebster, Anthony Hoogs

  15760-15766

  2024-07-15

• Beyond Black-Boxes: Teaching Complex Machine Learning Ideas through Scaffolded Interactive Activities

  Brian Broll, Shuchi Grover

  15990-15998

  2024-07-15

• Scratch for Sports: Athletic Drills as a Platform for Experiencing, Understanding, and Developing AI-Driven Apps

  Vishesh Kumar, Marcelo Worsley

  16011-16016

  2024-07-15

• Non-exponential Reward Discounting in Reinforcement Learning

  Raja Farrukh Ali

  16111-16112

  2024-07-15

• Latent Space Evolution under Incremental Learning with Concept Drift (Student Abstract)

  Charles Bourbeau, Audrey Durand

  16166-16167

  2024-07-15

• Towards Fair and Selectively Privacy-Preserving Models Using Negative Multi-Task Learning (Student Abstract)

  Liyuan Gao, Huixin Zhan, Austin Chen, Victor S. Sheng

  16214-16215

  2024-07-15

• Mitigating Negative Transfer in Multi-Task Learning with Exponential Moving Average Loss Weighting Strategies (Student Abstract)

  Anish Lakkapragada, Essam Sleiman, Saimourya Surabhi, Dennis P. Wall

  16246-16247

  2024-07-15

• i-Rebalance: Personalized Vehicle Repositioning for Supply Demand Balance

  Haoyang Chen, Peiyan Sun, Qiyuan Song, Wanyuan Wang, Weiwei Wu, Wencan Zhang, Guanyu Gao, Yan Lyu

  46-54

  2024-03-25

• ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing

  Zhi Jin, Sheng Xu, Xiang Zhang, Tianze Ling, Nanqing Dong, Wanli Ouyang, Zhiqiang Gao, Cheng Chang, Siqi Sun

  144-152

  2024-03-25

• MID-FiLD: MIDI Dataset for Fine-Level Dynamics

  Jesung Ryu, Seungyeon Rhyu, Hong-Gyu Yoon, Eunchong Kim, Ju Young Yang, Taehyun Kim

  222-230

  2024-03-25

• Inspecting Prediction Confidence for Detecting Black-Box Backdoor Attacks

  Tong Wang, Yuan Yao, Feng Xu, Miao Xu, Shengwei An, Ting Wang

  274-282

  2024-03-25

• PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein Interaction Prediction

  Lirong Wu, Yufei Huang, Cheng Tan, Zhangyang Gao, Bozhen Hu, Haitao Lin, Zicheng Liu, Stan Z. Li

  310-319

  2024-03-25

• Multilevel Attention Network with Semi-supervised Domain Adaptation for Drug-Target Prediction

  Zhousan Xie, Shikui Tu, Lei Xu

  329-337

  2024-03-25

• MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment

  Yequan Bie, Luyang Luo, Hao Chen

  837-845

  2024-03-24

• Disguise without Disruption: Utility-Preserving Face De-identification

  Zikui Cai, Zhongpai Gao, Benjamin Planche, Meng Zheng, Terrence Chen, M. Salman Asif, Ziyan Wu

  918-926

  2024-03-24

• SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning

  Yuxin Deng, Jiayi Ma

  1510-1518

  2024-03-24