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• Spatio-Temporal Hierarchical Causal Models

  Xintong Li, Haoran Zhang, Xiao Zhou

  23230-23238

  2026-03-14

• Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning

  Junlin He, Tong Nie, Wei Ma

  17094-17104

  2025-04-11

• SeqRank: Sequential Ranking of Salient Objects

  Huankang Guan, Rynson W.H. Lau

  1941-1949

  2024-03-24

• Modeling Latent Non-Linear Dynamical System over Time Series

  Ren Fujiwara, Yasuko Matsubara, Yasushi Sakurai

  11663-11671

  2025-04-11

• Conditional Loss and Deep Euler Scheme for Time Series Generation

  Carl Remlinger, Joseph Mikael, Romuald Elie

  8098-8105

  2022-06-28

• Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels

  Pengfei Chen, Junjie Ye, Guangyong Chen, Jingwei Zhao, Pheng-Ann Heng

  11451-11461

  2021-05-18

• Memory-Gated Recurrent Networks

  Yaquan Zhang, Qi Wu, Nanbo Peng, Min Dai, Jing Zhang, Hu Wang

  10956-10963

  2021-05-18

• Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders

  Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Wentao Gao, Thuc Duy Le

  11480-11488

  2024-03-24

• VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding

  Yi Xin, Junlong Du, Qiang Wang, Zhiwen Lin, Ke Yan

  16085-16093

  2024-03-24

• Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing

  Kian Hamedani, Lingjia Liu, Shiya Liu, Haibo He, Yang Yi

  1292-1299

  2020-04-03

• LiBrain: LLM-Powered Li-ion Battery Diagnostics with Time-Series-Aware Retrieval-Augmented Framework for E-bikes

  Zhao Li, Zixin Lin, Donghui Ding, Yichen Zhong, Biao Wang, Haitao Xu, Peng Cai

  40045-40053

  2026-03-14

• Power-Aware Inverse-Search Machine Learning for Low Resource Multi-Objective Unmanned Underwater Vehicle Control (Student Abstract)

  Brian Zhou, Jason Geder, Kamal Viswanath, Alisha Sharma, Julian Lee

  23714-23716

  2024-03-24

• SEER: Backdoor Detection for Vision-Language Models through Searching Target Text and Image Trigger Jointly

  Liuwan Zhu, Rui Ning, Jiang Li, Chunsheng Xin, Hongyi Wu

  7766-7774

  2024-03-24

• On the Effectiveness of Parameter-Efficient Fine-Tuning

  Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing, Nigel Collier

  12799-12807

  2023-06-26

• Frame Semantic Role Labeling Using Arbitrary-Order Conditional Random Fields

  Chaoyi Ai, Kewei Tu

  17638-17646

  2024-03-24

• SSN3D: Self-Separated Network to Align Parts for 3D Convolution in Video Person Re-Identification

  Xiaoke Jiang, Yu Qiao, Junjie Yan, Qichen Li, Wanrong Zheng, Dapeng Chen

  1691-1699

  2021-05-18

• Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning

  Geonmo Gu, Byungsoo Ko, Han-Gyu Kim

  1460-1468

  2021-05-18

• RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise

  Ziniu Yin, Yanglin Feng, Ming Yan, Xiaomin Song, Dezhong Peng, Xu Wang

  9535-9543

  2025-04-11

• Lifelong Domain Adaptive 3D Human Pose Estimation

  Qucheng Peng, Hongfei Xue, Pu Wang, Chen Chen

  8358-8366

  2026-03-14

• DiCA: Disambiguated Contrastive Alignment for Cross-Modal Retrieval with Partial Labels

  Chao Su, Huiming Zheng, Dezhong Peng, Xu Wang

  20610-20618

  2025-04-11

• No Head Left Behind – Multi-Head Alignment Distillation for Transformers

  Tianyang Zhao, Kunwar Yashraj Singh, Srikar Appalaraju, Peng Tang, Vijay Mahadevan, R. Manmatha, Ying Nian Wu

  7514-7524

  2024-03-24

• STELAR-VISION: Self-Topology-Aware Efficient Learning for Aligned Reasoning in Vision

  Chen Li, Han Zhang, Zhantao Yang, Fangyi Chen, Zihan Wang, Anudeepsekhar Bolimera, Marios Savvides

  37574-37582

  2026-03-14

• DeepSenseMoE: Harnessing Power of Time Series Foundation Models for Few-Shot Human Activity Recognition

  Zenan Fu, Dongzhou Cheng, Lei Zhang, Wenbo Huang, Zhenghao Chen, Hao Wu

  292-299

  2026-03-14

• Beyond Observations: Reconstruction Error-Guided Irregularly Sampled Time Series Representation Learning

  Jiexi Liu, Meng Cao, Songcan Chen

  23712-23720

  2026-03-14

• CompRestacking: Capturing Channel Dependency in Highly Correlated Multivariate Time Series Data (Student Abstract)

  Min Kim, Ohyun Jo

  41239-41241

  2026-03-14