temporal dynamics

142 papers

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Co-occurring keywords

action recognition (957) graph neural network (3945) self-supervised learning (3751) video understanding (1647) spiking neural network (331) recurrent neural network (1790) diffusion model (3720) attention mechanism (3975) multimodal learning (4622) temporal modeling (468)

Papers

Timestep-Compressed Attack on Spiking Neural Networks Through Timestep-Level Backpropagation AAAI 2026

Activation-wise Propagation: A One-Timestep Strategy for Spiking Neural Networks AAAI 2026

Temporal Dynamics Enhancer for Directly Trained Spiking Object Detectors AAAI 2026

Moral Change or Noise? On Problems of Aligning AI with Temporally Unstable Human Feedback AAAI 2026

Continual Neural Topic Model EACL 2026

STEG-AIW: Spatio-Temporal Gating and Adaptive-Timestep Inference for Efficient Spiking Neural Networks WACV 2026

TDSNNs: Competitive Topographic Deep Spiking Neural Networks for Visual Cortex Modeling AAAI 2026

CellStream: Dynamical Optimal Transport Informed Embeddings for Reconstructing Cellular Trajectories from Snapshots Data AAAI 2026

Stabilizing Direct Training of Spiking Neural Networks: Membrane Potential Initialization and Threshold-robust Surrogate Gradient WACV 2026

Toward Time-Continuous Data Inference in Sparse Urban CrowdSensing AAAI 2026

B-VLLM: A Vision Large Language Model with Balanced Spatio-Temporal Tokens ICCV 2025

SMTPD: A New Benchmark for Temporal Prediction of Social Media Popularity CVPR 2025

DimensionX: Create Any 3D and 4D Scenes from a Single Image with Decoupled Video Diffusion ICCV 2025

GENMO: A GENeralist Model for Human MOtion ICCV 2025

TESTN: A Triad-Enhanced Spatio-Temporal Network for Multi-Temporal POI Relationship Inference IJCAI 2025

SpatioTemporal Learning for Human Pose Estimation in Sparsely-Labeled Videos AAAI 2025

Diffusion Guided Propagation Augmentation for Popularity Prediction IJCAI 2025

Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering EMNLP 2025

Who leads? Who follows? Temporal dynamics of political dogwhistles in Swedish online communities ACL 2025

Surprise Calibration for Better In-Context Learning EMNLP 2025

TSGAN: Temporal Social Graph Attention Network for Aggressive Behavior Forecasting AAAI 2025

Temporal Score Analysis for Understanding and Correcting Diffusion Artifacts CVPR 2025

On Denoising Walking Videos for Gait Recognition CVPR 2025

Adapting Pre-trained 3D Models for Point Cloud Video Understanding via Cross-frame Spatio-temporal Perception CVPR 2025

A Logic-Based Approach to Causal Discovery: Signal Temporal Logic Perspective IJCAI 2025