spatial-temporal reasoning

Hypergraph-State Collaborative Reasoning for Multi-Object Tracking CVPR 2026 InstAP: Instance-Aware Vision-Language Pre-Train for Spatial-Temporal Understanding CVPR 2026 ST-Think: How Multimodal Large Language Models Reason About 4D Worlds from Ego-Centric Videos WACV 2026 VCapsBench: A Large-scale Fine-grained Benchmark for Video Caption Quality Evaluation AAAI 2026 Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model CVPR 2025 VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM CVPR 2025 STAIR: Spatial-Temporal Reasoning with Auditable Intermediate Results for Video Question Answering AAAI 2024 VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs EMNLP 2024 Continuous Sign Language Recognition With Correlation Network CVPR 2023 MIST: Multi-Modal Iterative Spatial-Temporal Transformer for Long-Form Video Question Answering CVPR 2023 Relational Space-Time Query in Long-Form Videos CVPR 2023 SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams ACL 2023 Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution CVPR 2021 Detecting Human-Object Relationships in Videos ICCV 2021 DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue ACL 2021 Modeling Institutions in Socio-Ecosystems IJCAI 2021 Spatial-Temporal Transformer for Dynamic Scene Graph Generation ICCV 2021 Towards Omni-Supervised Face Alignment for Large Scale Unlabeled Videos AAAI 2020 Learning Perceptual Inference by Contrasting NeurIPS 2019 Multi-Person Articulated Tracking With Spatial and Temporal Embeddings CVPR 2019 Social Relation Recognition From Videos via Multi-Scale Spatial-Temporal Reasoning CVPR 2019