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• FedProto: Federated Prototype Learning across Heterogeneous Clients

  Yue Tan, Guodong Long, LU LIU, Tianyi Zhou, Qinghua Lu, Jing Jiang, Chengqi Zhang

  8432-8440

  2022-06-28

• LaSSL: Label-Guided Self-Training for Semi-supervised Learning

  Zhen Zhao, Luping Zhou, Lei Wang, Yinghuan Shi, Yang Gao

  9208-9216

  2022-06-28

• Training Complex Models with Multi-Task Weak Supervision

  Alexander Ratner, Braden Hancock, Jared Dunnmon, Frederic Sala, Shreyash Pandey, Christopher Ré

  4763-4771

  2019-07-17

• CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems

  Fei Mi, Yasheng Wang, Yitong Li

  11076-11084

  2022-06-28

• Active Learning on Pre-trained Language Model with Task-Independent Triplet Loss

  Seungmin Seo, Donghyun Kim, Youbin Ahn, Kyong-Ho Lee

  11276-11284

  2022-06-28

• Designing a Human-in-the-Loop System for Object Detection in Floor Plans

  Johannes Jakubik, Patrick Hemmer, Michael Vössing, Benedikt Blumenstiel, Andrea Bartos, Kamilla Mohr

  12524-12530

  2022-06-28

• An Interactive Explanatory AI System for Industrial Quality Control

  Dennis Müller, Michael März, Stephan Scheele, Ute Schmid

  12580-12586

  2022-06-28

• Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors

  Jingtao Li, Xinyu Wang, Hengwei Zhao, Shaoyu Wang, Yanfei Zhong

  4426-4434

  2023-06-26

• Network Structure and Transfer Behaviors Embedding via Deep Prediction Model

  Xin Sun, Zenghui Song, Junyu Dong, Yongbo Yu, Claudia Plant, Christian Böhm

  5041-5048

  2019-07-17

• Learning Deep Hierarchical Features with Spatial Regularization for One-Class Facial Expression Recognition

  Bingjun Luo, Junjie Zhu, Tianyu Yang, Sicheng Zhao, Chao Hu, Xibin Zhao, Yue Gao

  6065-6073

  2023-06-26

• Very Fast, Approximate Counterfactual Explanations for Decision Forests

  Miguel Á. Carreira-Perpinan, Suryabhan Singh Hada

  6935-6943

  2023-06-26

• Multi-Classifier Adversarial Optimization for Active Learning

  Lin Geng, Ningzhong Liu, Jie Qin

  7687-7695

  2023-06-26

• When Do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception Using Individual Treatment Effect Estimation

  Zhao Wang, Aron Culotta

  7233-7240

  2019-07-17

• CMVAE: Causal Meta VAE for Unsupervised Meta-Learning

  Guodong Qi, Huimin Yu

  9480-9488

  2023-06-26

• Post-hoc Uncertainty Learning Using a Dirichlet Meta-Model

  Maohao Shen, Yuheng Bu, Prasanna Sattigeri, Soumya Ghosh, Subhro Das, Gregory Wornell

  9772-9781

  2023-06-26

• Relaxed Rotational Equivariance via G-Biases in Vision

  Zhiqiang Wu, Yingjie Liu, Licheng Sun, Jian Yang, Hanlin Dong, Shing-Ho J. Lin, Xuan Tang, Jinpeng Mi, Bo Jin, Xian Wei

  8541-8549

  2025-04-11

• Faster Adaptive Federated Learning

  Xidong Wu, Feihu Huang, Zhengmian Hu, Heng Huang

  10379-10387

  2023-06-26

• An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding

  Dou Hu, Lingwei Wei, Wei Zhou, Songlin Hu

  17276-17286

  2025-04-11

• Improving Distantly Supervised Relation Extraction by Natural Language Inference

  Kang Zhou, Qiao Qiao, Yuepei Li, Qi Li

  14047-14055

  2023-06-26

• Multi-Level Domain Adaptation and Contrastive Domain Isolation with Bilinear Fusion for Patient Drug Response Prediction

  Yuting Bai, Hanwen Lv, Wanwan Shi, Zhiyi Zou, Jiawei Luo

  19675-19683

  2026-03-14

• DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection

  Zhongyi Shui, Sunyi Zheng, Chenglu Zhu, Shichuan Zhang, Xiaoxuan Yu, Honglin Li, Jingxiong Li, Pingyi Chen, Lin Yang

  4864-4872

  2024-03-24

• SimCS: Simulation for Domain Incremental Online Continual Segmentation

  Motasem Alfarra, Zhipeng Cai, Adel Bibi, Bernard Ghanem, Matthias Müller

  10795-10803

  2024-03-24

• VidSole: A Multimodal Dataset for Joint Kinetics Quantification and Disease Detection with Deep Learning

  Archit Kambhamettu, Samantha Snyder, Maliheh Fakhar, Samuel Audia, Ross Miller, Jae Kun Shim, Aniket Bera

  28142-28150

  2025-04-11

• CAWA: An Attention-Network for Credit Attribution

  Saurav Manchanda, George Karypis

  8472-8479

  2020-04-03

• PVRNet: Point-View Relation Neural Network for 3D Shape Recognition

  Haoxuan You, Yifan Feng, Xibin Zhao, Changqing Zou, Rongrong Ji, Yue Gao

  9119-9126

  2019-07-17