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

Dual-Constrained Dynamical Neural ODEs for Ambiguity-aware Continuous Emotion Prediction INTERSPEECH 2024

Spatio-Temporal Filter Analysis Improves 3D-CNN for Action Classification WACV 2024

Long Short-Term Dynamic Prototype Alignment Learning for Video Anomaly Detection IJCAI 2024

DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement Learning NIPS 2024

OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation NIPS 2024

Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives ACL 2024

Exciting Mood Changes: A Time-aware Hierarchical Transformer for Change Detection Modelling ACL 2024

SMARTR: A Framework for Early Detection using Survival Analysis of Longitudinal Texts NAACL 2024

Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks AAAI 2024

Visual Point Cloud Forecasting enables Scalable Autonomous Driving CVPR 2024

Scalable Spatiotemporal Graph Neural Networks AAAI 2023

Flexible Phase Dynamics for Bio-Plausible Contrastive Learning ICML 2023

Neural Koopman Pooling: Control-Inspired Temporal Dynamics Encoding for Skeleton-Based Action Recognition CVPR 2023

AdamsFormer for Spatial Action Localization in the Future CVPR 2023

DBGSL: Dynamic Brain Graph Structure Learning MIDL 2023

Zero-Shot Self-Supervised Joint Temporal Image and Sensitivity Map Reconstruction via Linear Latent Space MIDL 2023

On the Role of Reviewer Expertise in Temporal Review Helpfulness Prediction EACL 2023

Temporal Knowledge Graph Completion: A Survey IJCAI 2023

Few-Shot Common Action Localization via Cross-Attentional Fusion of Context and Temporal Dynamics ICCV 2023

LANCER: A Lifetime-Aware News Recommender System AAAI 2023

Sentiment Analysis on Streaming User Reviews via Dual-Channel Dynamic Graph Neural Network EMNLP 2023

Solving Inverse Physics Problems with Score Matching NIPS 2023

VideoComposer: Compositional Video Synthesis with Motion Controllability NIPS 2023

Decompose More and Aggregate Better: Two Closer Looks at Frequency Representation Learning for Human Motion Prediction CVPR 2023

Conversation Chronicles: Towards Diverse Temporal and Relational Dynamics in Multi-Session Conversations EMNLP 2023