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• Balanced Open Set Domain Adaptation via Centroid Alignment

  Mengmeng Jing, Jingjing Li, Lei Zhu, Zhengming Ding, Ke Lu, Yang Yang

  8013-8020

  2021-05-18

• Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks

  Yang Song, Qiyu Kang, Wee Peng Tay

  9722-9729

  2021-05-18

• Partial Label Causal Representation Learning for Instance-Dependent Supervision and Domain Generalization

  Yizhi Wang, Weijia Zhang, Min-Ling Zhang

  21366-21374

  2025-04-11

• Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection

  Silvan Sievers, Michael Katz, Shirin Sohrabi, Horst Samulowitz, Patrick Ferber

  7715-7723

  2019-07-17

• Incremental Embedding Learning via Zero-Shot Translation

  Kun Wei, Cheng Deng, Xu Yang, Maosen Li

  10254-10262

  2021-05-18

• Continuous Self-Attention Models with Neural ODE Networks

  Jing Zhang, Peng Zhang, Baiwen Kong, Junqiu Wei, Xin Jiang

  14393-14401

  2021-05-18

• HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection

  Binny Mathew, Punyajoy Saha, Seid Muhie Yimam, Chris Biemann, Pawan Goyal, Animesh Mukherjee

  14867-14875

  2021-05-18

• Mind Your Language: Abuse and Offense Detection for Code-Switched Languages

  Raghav Kapoor, Yaman Kumar, Kshitij Rajput, Rajiv Ratn Shah, Ponnurangam Kumaraguru, Roger Zimmermann

  9951-9952

  2019-07-17

• CSEye: A Proposed Solution for Accurate and Accessible One-to-Many Face Verification

  Ameer Dharamshi, Rosie Yuyan Zou

  9933-9934

  2019-07-17

• Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning

  Jinghan Sun, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng

  2307-2315

  2022-06-28

• Decoupling Template Bias in CLIP: Harnessing Empty Prompts for Enhanced Few-Shot Learning

  Zhenyu Zhang, Guangyao Chen, Yixiong Zou, Zhimeng Huang, Yuhua Li

  28618-28626

  2026-03-14

• Calibrated Stochastic Gradient Descent for Convolutional Neural Networks

  Li’an Zhuo, Baochang Zhang, Chen Chen, Qixiang Ye, Jianzhuang Liu, David Doermann

  9348-9355

  2019-07-17

• T-Center: A Novel Discriminative Feature Extraction Approach for Iris Recognition

  Yifeng Chen, Cheng Wu, Yiming Wang

  9929-9930

  2019-07-17

• ParaMETA: Towards Learning Disentangled Paralinguistic Speaking Styles Representations from Speech

  Haowei Lou, Hye-young Paik, Wen Hu, Lina Yao

  32311-32319

  2026-03-14

• Few-Shot Object Detection via Variational Feature Aggregation

  Jiaming Han, Yuqiang Ren, Jian Ding, Ke Yan, Gui-Song Xia

  755-763

  2023-06-26

• Parameter-Efficient Model Adaptation for Vision Transformers

  Xuehai He, Chunyuan Li, Pengchuan Zhang, Jianwei Yang, Xin Eric Wang

  817-825

  2023-06-26

• Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME

  Farhad Shakerin, Gopal Gupta

  3052-3059

  2019-07-17

• Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity

  Pritam Sarkar, Ali Etemad

  9723-9732

  2023-06-26

• The HSIC Bottleneck: Deep Learning without Back-Propagation

  Wan-Duo Kurt Ma, J. P. Lewis, W. Bastiaan Kleijn

  5085-5092

  2020-04-03

• PLMmark: A Secure and Robust Black-Box Watermarking Framework for Pre-trained Language Models

  Peixuan Li, Pengzhou Cheng, Fangqi Li, Wei Du, Haodong Zhao, Gongshen Liu

  14991-14999

  2023-06-26

• BIFRNet: A Brain-Inspired Feature Restoration DNN for Partially Occluded Image Recognition

  Jiahong Zhang, Lihong Cao, Qiuxia Lai, Bingyao Li, Yunxiao Qin

  15296-15304

  2023-06-26

• Harnessing Edge Information for Improved Robustness in Vision Transformers

  Yanxi Li, Chengbin Du, Chang Xu

  3252-3260

  2024-03-24

• A Multimodal, Multi-Task Adapting Framework for Video Action Recognition

  Mengmeng Wang, Jiazheng Xing, Boyuan Jiang, Jun Chen, Jianbiao Mei, Xingxing Zuo, Guang Dai, Jingdong Wang, Yong Liu

  5517-5525

  2024-03-24

• AdaFilter: Adaptive Filter Fine-Tuning for Deep Transfer Learning

  Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing

  4060-4066

  2020-04-03

• Improved MLP Point Cloud Processing with High-Dimensional Positional Encoding

  Yanmei Zou, Hongshan Yu, Zhengeng Yang, Zechuan Li, Naveed Akhtar

  7891-7899

  2024-03-24