temporal reasoning

Predict and Resist: Long-Term Accident Anticipation Under Sensor Noise AAAI 2026 PredMapNet: Future and Historical Reasoning for Consistent Online HD Vectorized Map Construction WACV 2026 Pushing the Frontiers of Scientific Fact-Checking: The SCINLP Dataset EACL 2026 ReasonAct: Progressive Training for Fine-Grained Video Reasoning in Small Models AAAI 2026 ReFineVQA: Iterative Refinement of Video Description via Feedback Generation for Video Question Answering WACV 2026 Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation EACL 2026 Streaming Video Instruction Tuning CVPR 2026 StreamRAG: Enhancing Real-Time Video Understanding with Retrieval Augmentation CVPR 2026 StreamReady: Learning What to Answer and When in Long Streaming Videos CVPR 2026 StructMem: Structured Memory for Long-Horizon Behavior in LLMs ACL 2026 Temporal Evidence Chain for Temporal Knowledge Graph Question Answering with Large Language Models ACL 2026 TempR1: Improving Temporal Understanding of MLLMs via Temporal-Aware Multi-Task Reinforcement Learning CVPR 2026 TIM: Temporal Decoupling with Iterative Mutual-Refinement Model for Longitudinal Radiology Report Generation CVPR 2026 Towards Single Exponential Time for Temporal and Spatial Reasoning: A Study via Redundancy and Dynamic Programming AAAI 2026 TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition CVPR 2026 ViG-RAG: Video-aware Graph Retrieval-Augmented Generation via Temporal and Semantic Hybrid Reasoning AAAI 2026 ViKey: Enhancing Temporal Understanding in Videos via Visual Prompting CVPR 2026 VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction CVPR 2026 WeaveTime: Streaming from Earlier Frames into Emergent Memory in VideoLLMs CVPR 2026 Will Multimodal Models Be Dazzled by Multi-Image Visual Puzzles? CVPR 2026 Advancements in AI for Reasoning with Complex Data AAAI 2025 A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge IJCAI 2025 Around the World in 24 Hours: Probing LLM Knowledge of Time and Place ACL 2025 A Study into Investigating Temporal Robustness of LLMs ACL 2025 Benchmarking and Confidence Evaluation of LALMs For Temporal Reasoning Interspeech 2025