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• Beyond Pixel and Object: Part Feature as Reference for Few-Shot Video Object Segmentation

  Naisong Luo, Guoxin Xiong, Tianzhu Zhang

  5865-5873

  2025-04-11

• Self-Emphasizing Network for Continuous Sign Language Recognition

  Lianyu Hu, Liqing Gao, Zekang Liu, Wei Feng

  854-862

  2023-06-26

• Hierarchical Vector Quantization for Unsupervised Action Segmentation

  Federico Spurio, Emad Bahrami, Gianpiero Francesca, Juergen Gall

  6996-7005

  2025-04-11

• 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

• SpaceGTN: A Time-Agnostic Graph Transformer Network for Handwritten Diagram Recognition and Segmentation

  Haoxiang Hu, Cangjun Gao, Yaokun Li, Xiaoming Deng, YuKun Lai, Cuixia Ma, Yong-Jin Liu, Hongan Wang

  2211-2219

  2024-03-24

• M2FMoE: Multi-Resolution Multi-View Frequency Mixture-of-Experts for Extreme-Adaptive Time Series Forecasting

  Yaohui Huang, Runmin Zou, Yun Wang, Laeeq Aslam, Ruipeng Dong

  22075-22083

  2026-03-14

• Self-Supervised Video Representation Learning via Latent Time Navigation

  Di Yang, Yaohui Wang, Quan Kong, Antitza Dantcheva, Lorenzo Garattoni, Gianpiero Francesca, François Brémond

  3118-3126

  2023-06-26

• Transparent Networks for Multivariate Time Series

  Minkyu Kim, Suan Lee, Jinho Kim

  37510-37518

  2026-03-14

• SEBSFormer: A Spectral-Enhanced Bi-Stream Transformer for Robust EEG Decoding

  Lin Zhang, Shikui Tu, Lei Xu

  18002-18010

  2026-03-14

• A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data

  Chuxu Zhang, Dongjin Song, Yuncong Chen, Xinyang Feng, Cristian Lumezanu, Wei Cheng, Jingchao Ni, Bo Zong, Haifeng Chen, Nitesh V. Chawla

  1409-1416

  2019-07-17

• S³: Spiking Neurons as an Isolating Segmenter for Brain Signal Decoding

  Qian Zheng, Ming Chen, Sha Zhao, Shi Gu, Peng Lin, De Ma, Huajin Tang, Gang Pan

  18081-18089

  2026-03-14

• Learning to Super-resolve Dynamic Scenes for Neuromorphic Spike Camera

  Jing Zhao, Ruiqin Xiong, Jian Zhang, Rui Zhao, Hangfan Liu, Tiejun Huang

  3579-3587

  2023-06-26

• Learning to Adaptively Scale Recurrent Neural Networks

  Hao Hu, Liqiang Wang, Guo-Jun Qi

  3822-3829

  2019-07-17

• Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training

  Xi Chen, Chang Gao, Zuowen Wang, Longbiao Cheng, Sheng Zhou, Shih-Chii Liu, Tobi Delbruck

  11399-11406

  2024-03-24

• Say More with Less: Variable-Frame-Rate Speech Tokenization via Adaptive Clustering and Implicit Duration Coding

  Rui-Chen Zheng, Wenrui Liu, Hui-Peng Du, Qinglin Zhang, Chong Deng, Qian Chen, Wen Wang, Yang Ai, Zhen-Hua Ling

  35021-35029

  2026-03-14

• TGBFormer: Transformer-GraphFormer Blender Network for Video Object Detection

  Qiang Qi, Xiao Wang

  6559-6567

  2025-04-11

• Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting

  Jingru Fei, Kun Yi, Wei Fan, Qi Zhang, Zhendong Niu

  11645-11653

  2025-04-11

• Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation

  Daizong Liu, Shuangjie Xu, Xiao-Yang Liu, Zichuan Xu, Wei Wei, Pan Zhou

  2100-2108

  2021-05-18

• ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation

  Brandon Theodorou, Shrusti Jain, Cao Xiao, Jimeng Sun

  15355-15363

  2024-03-24

• S3Net: Spatiotemporally Separated Sparse Network for Neuromorphic Vision Processing

  Ping He, Rong Xiao, Wanying Xu, Chenwei Tang, Shudong Huang, Huajin Tang

  4663-4671

  2026-03-14

• Relational Learning to Capture the Dynamics and Sparsity of Knowledge Graphs

  Mehrnoosh Mirtaheri

  15724-15725

  2021-05-18

• ReMoNet: Recurrent Multi-Output Network for Efficient Video Denoising

  Liuyu Xiang, Jundong Zhou, Jirui Liu, Zerun Wang, Haidong Huang, Jie Hu, Jungong Han, Yuchen Guo, Guiguang Ding

  2786-2794

  2022-06-28

• SPACETIME: Causal Discovery from Non-Stationary Time Series

  Sarah Mameche, Lénaïg Cornanguer, Urmi Ninad, Jilles Vreeken

  19405-19413

  2025-04-11

• ZOOM: Learning Video Mirror Detection with Extremely-Weak Supervision

  Ke Xu, Tsun Wai Siu, Rynson W.H. Lau

  6315-6323

  2024-03-24

• SwiftTry: Fast and Consistent Video Virtual Try-On with Diffusion Models

  Hung Nguyen, Quang Qui-Vinh Nguyen, Khoi Nguyen, Rang Nguyen

  6200-6208

  2025-04-11