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• Unsupervised Cross-Domain Transfer in Policy Gradient Reinforcement Learning via Manifold Alignment

  Haitham Bou Ammar, Eric Eaton, Paul Ruvolo, Matthew Taylor

  2015-02-21

• Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract)

  Ze Fu, Junhao Feng, Changmeng Zheng, Yi Cai

  12947-12948

  2022-06-28

• Towards Sample Efficient Agents through Algorithmic Alignment (Student Abstract)

  Mingxuan Li, Michael L. Littman

  15827-15828

  2021-05-18

• External Memory Best-First Search for Multiple Sequence Alignment

  Matthew Hatem, Wheeler Ruml

  409-416

  2013-06-30

• Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets

  Ziqiang Cheng, Yang Yang, Wei Wang, Wenjie Hu, Yueting Zhuang, Guojie Song

  3617-3624

  2020-04-03

• Predisaster Preparation of Transportation Networks

  Hermann Schichl, Meinolf Sellmann

  2015-02-10

• MASTER: Market-Guided Stock Transformer for Stock Price Forecasting

  Tong Li, Zhaoyang Liu, Yanyan Shen, Xue Wang, Haokun Chen, Sen Huang

  162-170

  2024-03-25

• Aligning Time-series by Local Trends: Applications in Public Health

  Ajitesh Srivastava

  28405-28412

  2025-04-11

• Mean Teacher DETR with Masked Feature Alignment: A Robust Domain Adaptive Detection Transformer Framework

  Weixi Weng, Chun Yuan

  5912-5920

  2024-03-24

• EASE: Practical and Efficient Safety Alignment for Small Language Models

  Haonan Shi, Guoli Wang, Tu Ouyang, An Wang

  37923-37931

  2026-03-14

• DETONATE – A Benchmark for Text-to-Image Alignment and Kernelized Direct Preference Optimization

  Renjith Prasad Kaippilly Mana, Abhilekh Borah, Hasnat Md Abdullah, Chathurangi Shyalika, Gurpreet Singh, Ritvik Garimella, Rajarshi Roy, Harshul Raj Surana, Nasrin Imanpour, Suranjana Trivedy, Amit Sheth, Amitava Das

  37709-37718

  2026-03-14

• Automatic Radiology Reports Generation via Memory Alignment Network

  Hongyu Shen, Mingtao Pei, Juncai Liu, Zhaoxing Tian

  4776-4783

  2024-03-24

• C3RL: Rethinking the Combination of Channel-independence and Channel-mixing from Representation Learning

  Shusen Ma, Yunbo Zhao, Yu Kang

  24281-24289

  2026-03-14

• Optimal Estimation of Multivariate ARMA Models

  Martha White, Junfeng Wen, Michael Bowling, Dale Schuurmans

  2015-02-21

• XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications

  Tingsong Xiao, Zelin Xu, Wenchong He, Zhengkun Xiao, Yupu Zhang, Zibo Liu, Shigang Chen, My T. Thai, Jiang Bian, Parisa Rashidi, Zhe Jiang

  28502-28510

  2025-04-11

• Time-Frequency Augmented Multi-level Contrastive Clustering for Time Series

  Congyu Wang, Mingjing Du, Xiang Jiang

  26142-26150

  2026-03-14

• Clustering Interval-Censored Time-Series for Disease Phenotyping

  Irene Y. Chen, Rahul G. Krishnan, David Sontag

  6211-6221

  2022-06-28

• Clinical-BERT: Vision-Language Pre-training for Radiograph Diagnosis and Reports Generation

  Bin Yan, Mingtao Pei

  2982-2990

  2022-06-28

• VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning

  Xiaowei Hu, Xi Yin, Kevin Lin, Lei Zhang, Jianfeng Gao, Lijuan Wang, Zicheng Liu

  1575-1583

  2021-05-18

• DCHO: A Decomposition–Composition Framework for Predicting Higher-Order Brain Connectivity to Enhance Diverse Downstream Applications

  Weibin Li, Wendu Li, Quanying Liu

  1909-1917

  2026-03-14

• GeoPro-Net: Learning Interpretable Spatiotemporal Prediction Models Through Statistically-Guided Geo-Prototyping

  Bang An, Xun Zhou, Zirui Zhou, Ronilo Ragodos, Zenglin Xu, Jun Luo

  11427-11435

  2025-04-11

• EINNs: Epidemiologically-Informed Neural Networks

  Alexander Rodríguez, Jiaming Cui, Naren Ramakrishnan, Bijaya Adhikari, B. Aditya Prakash

  14453-14460

  2023-06-26

• StreamSTGS: Streaming Spatial and Temporal Gaussian Grids for Real-Time Free-Viewpoint Video

  Zhihui Ke, Yvyang Liu, Xiaobo Zhou, Tie Qiu

  5629-5638

  2026-03-14

• Unlocking the Potential of Black-box Pre-trained GNNs for Graph Few-shot Learning

  Qiannan Zhang, Shichao Pei, Yuan Fang, Xiangliang Zhang

  22497-22505

  2025-04-11

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

  Jiexi Liu, Meng Cao, Songcan Chen

  23712-23720

  2026-03-14