MECD+: Unlocking Event-Level Causal Graph Discovery for Video Reasoning
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Tieyuan, Liu, Huabin, Wang, Yi, Chen, Yihang, He, Tianyao, Gan, Chaofan, He, Huanyu, Lin, Weiyao |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning
by: Chen, Tieyuan, et al.
Published: (2024)
by: Chen, Tieyuan, et al.
Published: (2024)
Enhancing Video Large Language Models with Structured Multi-Video Collaborative Reasoning
by: He, Zhihao, et al.
Published: (2025)
by: He, Zhihao, et al.
Published: (2025)
Looking Beyond Visible Cues: Implicit Video Question Answering via Dual-Clue Reasoning
by: Chen, Tieyuan, et al.
Published: (2025)
by: Chen, Tieyuan, et al.
Published: (2025)
CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental Learning
by: Chen, Tieyuan, et al.
Published: (2025)
by: Chen, Tieyuan, et al.
Published: (2025)
Unleashing Diffusion Transformers for Visual Correspondence by Modulating Massive Activations
by: Gan, Chaofan, et al.
Published: (2025)
by: Gan, Chaofan, et al.
Published: (2025)
VidLaDA: Bidirectional Diffusion Large Language Models for Efficient Video Understanding
by: He, Zhihao, et al.
Published: (2026)
by: He, Zhihao, et al.
Published: (2026)
Massive Activations are the Key to Local Detail Synthesis in Diffusion Transformers
by: Gan, Chaofan, et al.
Published: (2025)
by: Gan, Chaofan, et al.
Published: (2025)
From Priors to Perception: Grounding Video-LLMs in Physical Reality
by: Zhao, Zicheng, et al.
Published: (2026)
by: Zhao, Zicheng, et al.
Published: (2026)
Autoregressive Image Generation Needs Only a Few Lines of Cached Tokens
by: Qin, Ziran, et al.
Published: (2025)
by: Qin, Ziran, et al.
Published: (2025)
DAC: 2D-3D Retrieval with Noisy Labels via Divide-and-Conquer Alignment and Correction
by: Gan, Chaofan, et al.
Published: (2024)
by: Gan, Chaofan, et al.
Published: (2024)
EventRR: Event Referential Reasoning for Referring Video Object Segmentation
by: Xu, Huihui, et al.
Published: (2025)
by: Xu, Huihui, et al.
Published: (2025)
UnGAP: Uncertainty-Guided Affine Prompting for Real-Time Crack Segmentation
by: Li, Conghui, et al.
Published: (2026)
by: Li, Conghui, et al.
Published: (2026)
MCA: 2D-3D Retrieval with Noisy Labels via Multi-level Adaptive Correction and Alignment
by: Zou, Gui, et al.
Published: (2025)
by: Zou, Gui, et al.
Published: (2025)
CogStream: Context-guided Streaming Video Question Answering
by: Zhao, Zicheng, et al.
Published: (2025)
by: Zhao, Zicheng, et al.
Published: (2025)
Compositional Physical Reasoning of Objects and Events from Videos
by: Chen, Zhenfang, et al.
Published: (2024)
by: Chen, Zhenfang, et al.
Published: (2024)
HAC++: Towards 100X Compression of 3D Gaussian Splatting
by: Chen, Yihang, et al.
Published: (2025)
by: Chen, Yihang, et al.
Published: (2025)
HAC: Hash-grid Assisted Context for 3D Gaussian Splatting Compression
by: Chen, Yihang, et al.
Published: (2024)
by: Chen, Yihang, et al.
Published: (2024)
Fast Feedforward 3D Gaussian Splatting Compression
by: Chen, Yihang, et al.
Published: (2024)
by: Chen, Yihang, et al.
Published: (2024)
PCGS: Progressive Compression of 3D Gaussian Splatting
by: Chen, Yihang, et al.
Published: (2025)
by: Chen, Yihang, et al.
Published: (2025)
Unlocking the Potential of Difficulty Prior in RL-based Multimodal Reasoning
by: Chen, Mingrui, et al.
Published: (2025)
by: Chen, Mingrui, et al.
Published: (2025)
Commonsense Video Question Answering through Video-Grounded Entailment Tree Reasoning
by: Liu, Huabin, et al.
Published: (2025)
by: Liu, Huabin, et al.
Published: (2025)
TRACE: Temporal Grounding Video LLM via Causal Event Modeling
by: Guo, Yongxin, et al.
Published: (2024)
by: Guo, Yongxin, et al.
Published: (2024)
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking
by: Cheng, Zixu, et al.
Published: (2026)
by: Cheng, Zixu, et al.
Published: (2026)
Finding the Trigger: Causal Abductive Reasoning on Video Events
by: Le, Thao Minh, et al.
Published: (2025)
by: Le, Thao Minh, et al.
Published: (2025)
Chain of Event-Centric Causal Thought for Physically Plausible Video Generation
by: Wang, Zixuan, et al.
Published: (2026)
by: Wang, Zixuan, et al.
Published: (2026)
DynamicFace: High-Quality and Consistent Face Swapping for Image and Video using Composable 3D Facial Priors
by: Wang, Runqi, et al.
Published: (2025)
by: Wang, Runqi, et al.
Published: (2025)
BVINet: Unlocking Blind Video Inpainting with Zero Annotations
by: Wu, Zhiliang, et al.
Published: (2025)
by: Wu, Zhiliang, et al.
Published: (2025)
E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding
by: Liu, Ye, et al.
Published: (2024)
by: Liu, Ye, et al.
Published: (2024)
NAVERO: Unlocking Fine-Grained Semantics for Video-Language Compositionality
by: Tao, Chaofan, et al.
Published: (2024)
by: Tao, Chaofan, et al.
Published: (2024)
Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control
by: He, Tianyao, et al.
Published: (2025)
by: He, Tianyao, et al.
Published: (2025)
YingVideo-MV: Music-Driven Multi-Stage Video Generation
by: Chen, Jiahui, et al.
Published: (2025)
by: Chen, Jiahui, et al.
Published: (2025)
OASIS: On-Demand Hierarchical Event Memory for Streaming Video Reasoning
by: Liang, Zhijia, et al.
Published: (2026)
by: Liang, Zhijia, et al.
Published: (2026)
CausalVE: Face Video Privacy Encryption via Causal Video Prediction
by: Huang, Yubo, et al.
Published: (2024)
by: Huang, Yubo, et al.
Published: (2024)
AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images
by: Liu, Yihang, et al.
Published: (2025)
by: Liu, Yihang, et al.
Published: (2025)
REVEALER: Reinforcement-Guided Visual Reasoning for Element-Level Text-Image Alignment Evaluation
by: Shi, Fulin, et al.
Published: (2025)
by: Shi, Fulin, et al.
Published: (2025)
From Objects to Events: Unlocking Complex Visual Understanding in Object Detectors via LLM-guided Symbolic Reasoning
by: Zeng, Yuhui, et al.
Published: (2025)
by: Zeng, Yuhui, et al.
Published: (2025)
Elite-EvGS: Learning Event-based 3D Gaussian Splatting by Distilling Event-to-Video Priors
by: Zhang, Zixin, et al.
Published: (2024)
by: Zhang, Zixin, et al.
Published: (2024)
Towards Causal Physical Error Discovery in Video Analytics Systems
by: Zhao, Jinjin, et al.
Published: (2024)
by: Zhao, Jinjin, et al.
Published: (2024)
Exploring Enhanced Contextual Information for Video-Level Object Tracking
by: Kang, Ben, et al.
Published: (2024)
by: Kang, Ben, et al.
Published: (2024)
CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention
by: Chen, Yaxiong, et al.
Published: (2025)
by: Chen, Yaxiong, et al.
Published: (2025)
Similar Items
-
MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning
by: Chen, Tieyuan, et al.
Published: (2024) -
Enhancing Video Large Language Models with Structured Multi-Video Collaborative Reasoning
by: He, Zhihao, et al.
Published: (2025) -
Looking Beyond Visible Cues: Implicit Video Question Answering via Dual-Clue Reasoning
by: Chen, Tieyuan, et al.
Published: (2025) -
CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental Learning
by: Chen, Tieyuan, et al.
Published: (2025) -
Unleashing Diffusion Transformers for Visual Correspondence by Modulating Massive Activations
by: Gan, Chaofan, et al.
Published: (2025)