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trajectory analysis

33 papers

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representation learning (4) video understanding (3) action recognition (3) metric learning (3) riemannian manifold (2) convolutional neural network (2) language model agent (2) large language model (2) graph neural network (2) trajectory similarity (2)

Papers

Truth as a Trajectory: What Internal Representations Reveal About Large Language Model Reasoning ACL 2026 AgentDiagnose: An Open Toolkit for Diagnosing LLM Agent Trajectories EMNLP 2025 GIST: Gear Type Identification by Spatiotemporal Trajectory Transformation for Monitoring Fisheries AAAI 2025 GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them? EMNLP 2025 RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code ICLR 2025 Scalable Trajectory-User Linking with Dual-Stream Representation Networks AAAI 2025 Auto MC-Reward: Automated Dense Reward Design with Large Language Models for Minecraft CVPR 2024 Exploiting Representation Curvature for Boundary Detection in Time Series NeurIPS 2024 Hidden Follower Detection: How Is the Gaze-Spacing Pattern Embodied in Frequency Domain? AAAI 2024 Holistic Representation Learning for Multitask Trajectory Anomaly Detection WACV 2024 Integrating GNN and Neural ODEs for Estimating Non-Reciprocal Two-Body Interactions in Mixed-Species Collective Motion NeurIPS 2024 GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM AAAI 2023 How Does Adaptive Optimization Impact Local Neural Network Geometry? NeurIPS 2023 Open Anomalous Trajectory Recognition via Probabilistic Metric Learning IJCAI 2023 Towards Data-Algorithm Dependent Generalization: a Case Study on Overparameterized Linear Regression NeurIPS 2023 Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning NeurIPS 2022 Inexact Loops in Robotics Problems RSS 2021 Towards Efficient Selection of Activity Trajectories based on Diversity and Coverage AAAI 2021 Building Location Embeddings from Physical Trajectories and Textual Representations AACL 2020 Learning to Generate Maps from Trajectories AAAI 2020 PANDA: A Gigapixel-Level Human-Centric Video Dataset CVPR 2020 Will This Idea Spread Beyond Academia? Understanding Knowledge Transfer of Scientific Concepts across Text Corpora EMNLP 2020 AntProphet: an Intention Mining System behind Alipay's Intelligent Customer Service Bot IJCAI 2019 Identifying the sentiment styles of YouTube’s vloggers EMNLP 2018 Analysis of Rigid Extended Object Co-Manipulation by Human Dyads: Lateral Movement Characterization RSS 2017