temporal transformer

CaTFormer: Causal Temporal Transformer with Dynamic Contextual Fusion for Driving Intention Prediction AAAI 2026 Natural Human Motion Recovery by Aligning High-Order Temporal Dynamics from Monocular Videos CVPR 2026 SAME: Spatial-Aware Multimodal Egocentric Human Pose Estimation AAAI 2026 Modular-Cam: Modular Dynamic Camera-view Video Generation with LLM AAAI 2025 Seurat: From Moving Points to Depth CVPR 2025 STaR: Seamless Spatial-Temporal Aware Motion Retargeting with Penetration and Consistency Constraints ICCV 2025 TimeFormer: Capturing Temporal Relationships of Deformable 3D Gaussians for Robust Reconstruction ICCV 2025 Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal Denoiser AAAI 2024 Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction IJCAI 2024 OE-CTST: Outlier-Embedded Cross Temporal Scale Transformer for Weakly-Supervised Video Anomaly Detection WACV 2024 Referred by Multi-Modality: A Unified Temporal Transformer for Video Object Segmentation AAAI 2024 Shrinking Your TimeStep: Towards Low-Latency Neuromorphic Object Recognition with Spiking Neural Networks AAAI 2024 Spatial-Related Sensors Matters: 3D Human Motion Reconstruction Assisted with Textual Semantics AAAI 2024 AVE-CLIP: AudioCLIP-Based Multi-Window Temporal Transformer for Audio Visual Event Localization WACV 2023 Hierarchical Temporal Transformer for 3D Hand Pose Estimation and Action Recognition From Egocentric RGB Videos CVPR 2023 Temporally Consistent Transformers for Video Generation ICML 2023 Exploring Temporal Coherence for More General Video Face Forgery Detection ICCV 2021 Neural Human Performer: Learning Generalizable Radiance Fields for Human Performance Rendering NeurIPS 2021 HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training EMNLP 2020 SCT: Set Constrained Temporal Transformer for Set Supervised Action Segmentation CVPR 2020 Diffeomorphic Temporal Alignment Nets NeurIPS 2019 Skeleton-Based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module AAAI 2019 Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping CVPR 2019 Temporal Transformer Networks for Acoustic Scene Classification Interspeech 2018