When Thinking Drifts: Evidential Grounding for Robust Video Reasoning
Fuente:
arXiv
Saved in:
| Main Authors: | Luo, Mi, Xue, Zihui, Dimakis, Alex, Grauman, Kristen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Put Myself in Your Shoes: Lifting the Egocentric Perspective from Exocentric Videos
by: Luo, Mi, et al.
Published: (2024)
by: Luo, Mi, et al.
Published: (2024)
Seeing the Arrow of Time in Large Multimodal Models
by: Xue, Zihui, et al.
Published: (2025)
by: Xue, Zihui, et al.
Published: (2025)
HOI-Swap: Swapping Objects in Videos with Hand-Object Interaction Awareness
by: Xue, Zihui, et al.
Published: (2024)
by: Xue, Zihui, et al.
Published: (2024)
Learning Object State Changes in Videos: An Open-World Perspective
by: Xue, Zihui, et al.
Published: (2023)
by: Xue, Zihui, et al.
Published: (2023)
Don't Let the Video Speak: Audio-Contrastive Preference Optimization for Audio-Visual Language Models
by: Baid, Ami, et al.
Published: (2026)
by: Baid, Ami, et al.
Published: (2026)
Progress-Aware Video Frame Captioning
by: Xue, Zihui, et al.
Published: (2024)
by: Xue, Zihui, et al.
Published: (2024)
Beyond Uncertainty: Evidential Deep Learning for Robust Video Temporal Grounding
by: Ma, Kaijing, et al.
Published: (2024)
by: Ma, Kaijing, et al.
Published: (2024)
Detours for Navigating Instructional Videos
by: Ashutosh, Kumar, et al.
Published: (2024)
by: Ashutosh, Kumar, et al.
Published: (2024)
Personal Visual Context Learning in Large Multimodal Models
by: Xue, Zihui, et al.
Published: (2026)
by: Xue, Zihui, et al.
Published: (2026)
SPOC: Spatially-Progressing Object State Change Segmentation in Video
by: Mandikal, Priyanka, et al.
Published: (2025)
by: Mandikal, Priyanka, et al.
Published: (2025)
Think with Grounding: Curriculum Reinforced Reasoning with Video Grounding for Long Video Understanding
by: Chen, Houlun, et al.
Published: (2026)
by: Chen, Houlun, et al.
Published: (2026)
HieraMamba: Video Temporal Grounding via Hierarchical Anchor-Mamba Pooling
by: An, Joungbin, et al.
Published: (2025)
by: An, Joungbin, et al.
Published: (2025)
Action2Sound: Ambient-Aware Generation of Action Sounds from Egocentric Videos
by: Chen, Changan, et al.
Published: (2024)
by: Chen, Changan, et al.
Published: (2024)
UniversalVTG: A Universal and Lightweight Foundation Model for Video Temporal Grounding
by: An, Joungbin, et al.
Published: (2026)
by: An, Joungbin, et al.
Published: (2026)
VideoTemp-o3: Harmonizing Temporal Grounding and Video Understanding in Agentic Thinking-with-Videos
by: Liu, Wenqi, et al.
Published: (2026)
by: Liu, Wenqi, et al.
Published: (2026)
Evidential Neural Radiance Fields
by: Duan, Ruxiao, et al.
Published: (2026)
by: Duan, Ruxiao, et al.
Published: (2026)
Materialistic RIR: Material Conditioned Realistic RIR Generation
by: Saad, Mahnoor Fatima, et al.
Published: (2026)
by: Saad, Mahnoor Fatima, et al.
Published: (2026)
Seeing without Pixels: Perception from Camera Trajectories
by: Xue, Zihui, et al.
Published: (2025)
by: Xue, Zihui, et al.
Published: (2025)
Motion-o: Trajectory-Grounded Video Reasoning
by: Galoaa, Bishoy, et al.
Published: (2026)
by: Galoaa, Bishoy, et al.
Published: (2026)
Learning Skill-Attributes for Transferable Assessment in Video
by: Ashutosh, Kumar, et al.
Published: (2025)
by: Ashutosh, Kumar, et al.
Published: (2025)
Pause and Think: A Dataset and Benchmark for Video-Grounded Assistive Action Suggestion
by: Singh, Shivam, et al.
Published: (2026)
by: Singh, Shivam, et al.
Published: (2026)
Vid2Coach: Transforming How-To Videos into Task Assistants
by: Huh, Mina, et al.
Published: (2025)
by: Huh, Mina, et al.
Published: (2025)
Thinking Diffusion: Penalize and Guide Visual-Grounded Reasoning in Diffusion Multimodal Language Models
by: Kim, Keuntae, et al.
Published: (2026)
by: Kim, Keuntae, et al.
Published: (2026)
ExpertEdit: Learning Skill-Aware Motion Editing from Expert Videos
by: Somayazulu, Arjun, et al.
Published: (2026)
by: Somayazulu, Arjun, et al.
Published: (2026)
Commonsense Video Question Answering through Video-Grounded Entailment Tree Reasoning
by: Liu, Huabin, et al.
Published: (2025)
by: Liu, Huabin, et al.
Published: (2025)
Pixel is a Barrier: Diffusion Models Are More Adversarially Robust Than We Think
by: Xue, Haotian, et al.
Published: (2024)
by: Xue, Haotian, et al.
Published: (2024)
VideoMind: A Chain-of-LoRA Agent for Temporal-Grounded Video Reasoning
by: Liu, Ye, et al.
Published: (2025)
by: Liu, Ye, et al.
Published: (2025)
Xiaoice: Training-Free Video Understanding via Self-Supervised Spatio-Temporal Clustering of Semantic Features
by: Ji, Shihao, et al.
Published: (2025)
by: Ji, Shihao, et al.
Published: (2025)
Thinking in Streaming Video
by: Liu, Zikang, et al.
Published: (2026)
by: Liu, Zikang, et al.
Published: (2026)
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level
by: Deng, Andong, et al.
Published: (2024)
by: Deng, Andong, et al.
Published: (2024)
Bad Seeing or Bad Thinking? Rewarding Perception for Vision-Language Reasoning
by: Wang, Haozhe, et al.
Published: (2026)
by: Wang, Haozhe, et al.
Published: (2026)
Evidential Reasoning Advances Interpretable Real-World Disease Screening
by: Lian, Chenyu, et al.
Published: (2026)
by: Lian, Chenyu, et al.
Published: (2026)
Think-Clip-Sample: Slow-Fast Frame Selection for Video Understanding
by: Tan, Wenhui, et al.
Published: (2026)
by: Tan, Wenhui, et al.
Published: (2026)
AtomThink: Multimodal Slow Thinking with Atomic Step Reasoning
by: Xiang, Kun, et al.
Published: (2024)
by: Xiang, Kun, et al.
Published: (2024)
MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering
by: Dang, Jisheng, et al.
Published: (2025)
by: Dang, Jisheng, et al.
Published: (2025)
VisionCoach: Reinforcing Grounded Video Reasoning via Visual-Perception Prompting
by: Lee, Daeun, et al.
Published: (2026)
by: Lee, Daeun, et al.
Published: (2026)
MedScope: Incentivizing "Think with Videos" for Clinical Reasoning via Coarse-to-Fine Tool Calling
by: Li, Wenjie, et al.
Published: (2026)
by: Li, Wenjie, et al.
Published: (2026)
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models
by: Daras, Giannis, et al.
Published: (2024)
by: Daras, Giannis, et al.
Published: (2024)
TAR-TVG: Enhancing VLMs with Timestamp Anchor-Constrained Reasoning for Temporal Video Grounding
by: Guo, Chaohong, et al.
Published: (2025)
by: Guo, Chaohong, et al.
Published: (2025)
GeoDM: Geometry-aware Distribution Matching for Dataset Distillation
by: Li, Xuhui, et al.
Published: (2025)
by: Li, Xuhui, et al.
Published: (2025)
Similar Items
-
Put Myself in Your Shoes: Lifting the Egocentric Perspective from Exocentric Videos
by: Luo, Mi, et al.
Published: (2024) -
Seeing the Arrow of Time in Large Multimodal Models
by: Xue, Zihui, et al.
Published: (2025) -
HOI-Swap: Swapping Objects in Videos with Hand-Object Interaction Awareness
by: Xue, Zihui, et al.
Published: (2024) -
Learning Object State Changes in Videos: An Open-World Perspective
by: Xue, Zihui, et al.
Published: (2023) -
Don't Let the Video Speak: Audio-Contrastive Preference Optimization for Audio-Visual Language Models
by: Baid, Ami, et al.
Published: (2026)