Cover Image

TRACE: Evidence Grounding-Guided Multi-Video Event Understanding and Claim Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yan, Pengyu, Gorugantu, Akhil, Bhosale, Mahesh, Wasi, Abdul, Trivedi, Vishvesh, Doermann, David
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CRAFT: Critic-Refined Adaptive Key-Frame Targeting for Multimodal Video Question Answering
by: Bhosale, Mahesh, et al.
Published: (2026)

ChartReformer: Natural Language-Driven Chart Image Editing
by: Yan, Pengyu, et al.
Published: (2024)

Score-Control for Hallucination Reduction in Diffusion Models
by: Bhosale, Mahesh, et al.
Published: (2026)

FairLLaVA: Fairness-Aware Parameter-Efficient Fine-Tuning for Large Vision-Language Assistants
by: Bhosale, Mahesh, et al.
Published: (2026)

PathDiff: Histopathology Image Synthesis with Unpaired Text and Mask Conditions
by: Bhosale, Mahesh, et al.
Published: (2025)

AutoEdit: Automatic Hyperparameter Tuning for Image Editing
by: Pham, Chau, et al.
Published: (2025)

TRACE: Temporal Grounding Video LLM via Causal Event Modeling
by: Guo, Yongxin, et al.
Published: (2024)

Artemis: Towards Referential Understanding in Complex Videos
by: Qiu, Jihao, et al.
Published: (2024)

Video Evidence to Reasoning Efficient Video Understanding via Explicit Evidence Grounding
by: Huang, Yanxiang, et al.
Published: (2026)

TRACE: Temporal Radiology with Anatomical Change Explanation for Grounded X-ray Report Generation
by: Aranya, OFM Riaz Rahman, et al.
Published: (2026)

AI-Generated Lecture Slides for Improving Slide Element Detection and Retrieval
by: Maniyar, Suyash, et al.
Published: (2025)

A Survey of Video Datasets for Grounded Event Understanding
by: Sanders, Kate, et al.
Published: (2024)

EventSTU: Event-Guided Efficient Spatio-Temporal Understanding for Video Large Language Models
by: Xu, Wenhao, et al.
Published: (2025)

Context-Guided Spatio-Temporal Video Grounding
by: Gu, Xin, et al.
Published: (2024)

Chain-of-Glimpse: Search-Guided Progressive Object-Grounded Reasoning for Video Understanding
by: Wu, Zhixuan, et al.
Published: (2026)

Multi-sentence Video Grounding for Long Video Generation
by: Feng, Wei, et al.
Published: (2024)

YOLOv12: Attention-Centric Real-Time Object Detectors
by: Tian, Yunjie, et al.
Published: (2025)

TRACE: Object Motion Editing in Videos with First-Frame Trajectory Guidance
by: Phung, Quynh, et al.
Published: (2026)

Personalized Large Vision-Language Models
by: Pham, Chau, et al.
Published: (2024)

EchoFoley: Event-Centric Hierarchical Control for Video Grounded Creative Sound Generation
by: Li, Bingxuan, et al.
Published: (2025)

IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation
by: Zhai, Yuanhao, et al.
Published: (2024)

Cambrian-P: Pose-Grounded Video Understanding
by: Yang, Jihan, et al.
Published: (2026)

METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding
by: Wang, Mengyue, et al.
Published: (2025)

Do Thought Streams Matter? Evaluating Reasoning in Gemini Vision-Language Models for Video Scene Understanding
by: Sharma, Shivam, et al.
Published: (2026)

StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering
by: Xie, Ming, et al.
Published: (2026)

Talk2Event: Grounded Understanding of Dynamic Scenes from Event Cameras
by: Kong, Lingdong, et al.
Published: (2025)

Mind the Time: Temporally-Controlled Multi-Event Video Generation
by: Wu, Ziyi, et al.
Published: (2024)

Leaf-Based Plant Disease Detection and Explainable AI
by: Sagar, Saurav, et al.
Published: (2023)

StreamForest: Efficient Online Video Understanding with Persistent Event Memory
by: Zeng, Xiangyu, et al.
Published: (2025)

TimeExpert: An Expert-Guided Video LLM for Video Temporal Grounding
by: Yang, Zuhao, et al.
Published: (2025)

Harnessing Object Grounding for Time-Sensitive Video Understanding
by: Wu, Tz-Ying, et al.
Published: (2025)

An Empirical Comparison of Video Frame Sampling Methods for Multi-Modal RAG Retrieval
by: Kandhare, Mahesh, et al.
Published: (2024)

Bootstrapping Physics-Grounded Video Generation through VLM-Guided Iterative Self-Refinement
by: Liu, Yang, et al.
Published: (2025)

Enhanced Transformer-Based Tracking for Skiing Events: Overcoming Multi-Camera Challenges, Scale Variations and Rapid Motion -- SkiTB Visual Tracking Challenge 2025
by: Penta, Akhil, et al.
Published: (2025)

MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding
by: Luo, Fuwen, et al.
Published: (2025)

Grounded Video Caption Generation
by: Kazakos, Evangelos, et al.
Published: (2024)

DocR1: Evidence Page-Guided GRPO for Multi-Page Document Understanding
by: Xiong, Junyu, et al.
Published: (2025)

ArrowGEV: Grounding Events in Video via Learning the Arrow of Time
by: Yu, Fangxu, et al.
Published: (2026)

Think with Grounding: Curriculum Reinforced Reasoning with Video Grounding for Long Video Understanding
by: Chen, Houlun, et al.
Published: (2026)

When and Where do Events Switch in Multi-Event Video Generation?
by: Liao, Ruotong, et al.
Published: (2025)