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• Learning Temporal Resolution in Spectrogram for Audio Classification

  Haohe Liu, Xubo Liu, Qiuqiang Kong, Wenwu Wang, Mark D. Plumbley

  13873-13881

  2024-03-24

• Back to the Future – Temporal Adaptation of Text Representations

  Johannes Bjerva, Wouter Kouw, Isabelle Augenstein

  7440-7447

  2020-04-03

• Uncovering Hidden Degeneration: A Physics-Guided Bidirectional Inference Framework for Industrial Time Series Prediction

  Xingwang Li, Fei Teng, Xin Wu, Qiang Duan

  23204-23211

  2026-03-14

• Towards a Rigorous Evaluation of Time-Series Anomaly Detection

  Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon

  7194-7201

  2022-06-28

• Time Series Supplier Allocation via Deep Black-Litterman Model

  Xinke Jiang, Wentao Zhang, Yuchen Fang, Xiaowei Gao, Hao Chen, Haoyu Zhang, Dingyi Zhuang, Jiayuan Luo

  11870-11878

  2025-04-11

• Stream Aligner: Efficient Sentence-Level Alignment via Distribution Induction

  Hantao Lou, Jiaming Ji, Kaile Wang, Yaodong Yang

  27500-27508

  2025-04-11

• Federated Unsupervised Domain Generalization Using Global and Local Alignment of Gradients

  Farhad Pourpanah, Mahdiyar Molahasani, Milad Soltany, Michael Greenspan, Ali Etemad

  19948-19958

  2025-04-11

• SwiftVideo: A Unified Framework for Few-Step Video Generation Through Trajectory-Distribution Alignment

  Yanxiao Sun, Jiafu Wu, Yun Cao, Chengming Xu, Yabiao Wang, Weijian Cao, Donghao Luo, Chengjie Wang, Yanwei Fu

  9233-9241

  2026-03-14

• On the Alignment of Large Language Models with Global Human Opinion

  Yang Liu, Masahiro Kaneko, Chenhui Chu

  37673-37681

  2026-03-14

• CIA: Cluster-Instance Alignment for Unsupervised Day-Night Vehicle Re-Identification

  Yongguo Ling, Chen Zhang, Yiming Liu, Wenhao Shao

  7042-7050

  2026-03-14

• GOAL: Geometrically Optimal Alignment for Continual Generalized Category Discovery

  Jizhou Han, Chenhao Ding, SongLin Dong, Yuhang He, Shaokun Wang, Qiang Wang, Yihong Gong

  4565-4573

  2026-03-14

• Safe Planner: Empowering Safety Awareness in Large Pre-Trained Models for Robot Task Planning

  Siyuan Li, Feifan Liu, Lingfei Cui, Jiani Lu, Qinqin Xiao, Xirui Yang, Peng Liu, Kewu Sun, Zhe Ma, Xun Wang

  14619-14627

  2025-04-11

• Auto-PRE: An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation

  Junjie Chen, Weihang Su, Zhumin Chu, Haitao Li, Yujia Zhou, Dingbo Yuan, Xudong Wang, Jun Zhou, Yiqun Liu, Min Zhang, Shaoping Ma, Qingyao Ai

  30235-30242

  2026-03-14

• JAKET: Joint Pre-training of Knowledge Graph and Language Understanding

  Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng

  11630-11638

  2022-06-28

• Observe Before Play: Multi-Armed Bandit with Pre-Observations

  Jinhang Zuo, Xiaoxi Zhang, Carlee Joe-Wong

  7023-7030

  2020-04-03

• Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing

  Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li

  13076-13084

  2023-06-26

• No-Regret Strategy Solving in Imperfect-Information Games via Pre-Trained Embedding

  Yanchang Fu, Shengda Liu, Pei Xu, Kaiqi Huang

  16906-16913

  2026-03-14

• Video-Text Pre-training with Learned Regions for Retrieval

  Rui Yan, Mike Zheng Shou, Yixiao Ge, Jinpeng Wang, Xudong Lin, Guanyu Cai, Jinhui Tang

  3100-3108

  2023-06-26

• Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning

  Jun Hu, Shangheng Chen, Yufei He, Yuan Li, Bryan Hooi, Bingsheng He

  14865-14873

  2026-03-14

• Cross-Lingual Natural Language Generation via Pre-Training

  Zewen Chi, Li Dong, Furu Wei, Wenhui Wang, Xian-Ling Mao, Heyan Huang

  7570-7577

  2020-04-03

• SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-trained Siamese Transformers

  Lin Liu, Shanxin Yuan, Jianzhuang Liu, Xin Guo, Youliang Yan, Qi Tian

  1747-1755

  2022-06-28

• Adversarial Data Augmentation for Task-Specific Knowledge Distillation of Pre-trained Transformers

  Minjia Zhang, Niranjan Uma Naresh, Yuxiong He

  11685-11693

  2022-06-28

• The Devil Is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-training

  Hao Liu, Xinghua Jiang, Xin Li, Antai Guo, Yiqing Hu, Deqiang Jiang, Bo Ren

  1649-1656

  2023-06-26

• Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation

  Chengyi Wang, Yu Wu, Shujie Liu, Zhenglu Yang, Ming Zhou

  9161-9168

  2020-04-03

• Learning to Unlearn: Instance-Wise Unlearning for Pre-trained Classifiers

  Sungmin Cha, Sungjun Cho, Dasol Hwang, Honglak Lee, Taesup Moon, Moontae Lee

  11186-11194

  2024-03-24