Cover Image

Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable Events

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chinchure, Aditya, Ravi, Sahithya, Ng, Raymond, Shwartz, Vered, Li, Boyang, Sigal, Leonid
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SPIKE-RL: Video-LLMs meet Bayesian Surprise
by: Ravi, Sahithya, et al.
Published: (2025)

Spotlight: Identifying and Localizing Video Generation Errors Using VLMs
by: Chinchure, Aditya, et al.
Published: (2025)

From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models
by: Bhatia, Mehar, et al.
Published: (2024)

Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models
by: Luo, Jiayun, et al.
Published: (2023)

Abductive Ego-View Accident Video Understanding for Safe Driving Perception
by: Fang, Jianwu, et al.
Published: (2024)

Two Causally Related Needles in a Video Haystack
by: Li, Miaoyu, et al.
Published: (2025)

Can Video Large Multimodal Models Think Like Doubters-or Double-Down: A Study on Defeasible Video Entailment
by: Zhang, Yue, et al.
Published: (2025)

Video Representation Learning with Joint-Embedding Predictive Architectures
by: Drozdov, Katrina, et al.
Published: (2024)

ENTER: Event Based Interpretable Reasoning for VideoQA
by: Ayyubi, Hammad, et al.
Published: (2025)

On the Fairness, Diversity and Reliability of Text-to-Image Generative Models
by: Vice, Jordan, et al.
Published: (2024)

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization
by: Zhang, Yue, et al.
Published: (2024)

Empowering Air Travelers: A Chatbot for Canadian Air Passenger Rights
by: Taranukhin, Maksym, et al.
Published: (2024)

Learning What Matters: Prioritized Concept Learning via Relative Error-driven Sample Selection
by: Chandhok, Shivam, et al.
Published: (2025)

NL-Eye: Abductive NLI for Images
by: Ventura, Mor, et al.
Published: (2024)

Finding the Trigger: Causal Abductive Reasoning on Video Events
by: Le, Thao Minh, et al.
Published: (2025)

Representing Animatable Avatar via Factorized Neural Fields
by: Song, Chunjin, et al.
Published: (2024)

TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models
by: Chinchure, Aditya, et al.
Published: (2023)

InstrAct: Towards Action-Centric Understanding in Instructional Videos
by: Yang, Zhuoyi, et al.
Published: (2026)

Free Lunch Alignment of Text-to-Image Diffusion Models without Preference Image Pairs
by: Xian, Jia Jun Cheng, et al.
Published: (2025)

MMFactory: A Universal Solution Search Engine for Vision-Language Tasks
by: Fan, Wan-Cyuan, et al.
Published: (2024)

Mitigate One, Skew Another? Tackling Intersectional Biases in Text-to-Image Models
by: Shukla, Pushkar, et al.
Published: (2025)

Fostering Video Reasoning via Next-Event Prediction
by: Wang, Haonan, et al.
Published: (2025)

Event-Causal RAG: A Retrieval-Augmented Generation Framework for Long Video Reasoning in Complex Scenarios
by: Yan, Peizheng, et al.
Published: (2026)

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events
by: Liu, Xiaolin, et al.
Published: (2026)

Select Less, Reason More: Prioritizing Evidence Purity for Video Reasoning
by: Li, Xuchen, et al.
Published: (2025)

Demystifying Video Reasoning
by: Wang, Ruisi, et al.
Published: (2026)

Small But Funny: A Feedback-Driven Approach to Humor Distillation
by: Ravi, Sahithya, et al.
Published: (2024)

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

Uneven Event Modeling for Partially Relevant Video Retrieval
by: Zhu, Sa, et al.
Published: (2025)

Localizing Events in Videos with Multimodal Queries
by: Zhang, Gengyuan, et al.
Published: (2024)

VidEvent: A Large Dataset for Understanding Dynamic Evolution of Events in Videos
by: Liang, Baoyu, et al.
Published: (2025)

Event-VStream: Event-Driven Real-Time Understanding for Long Video Streams
by: Guo, Zhenghui, et al.
Published: (2026)

Leveraging the Video-level Semantic Consistency of Event for Audio-visual Event Localization
by: Jiang, Yuanyuan, et al.
Published: (2022)

On Pre-training of Multimodal Language Models Customized for Chart Understanding
by: Fan, Wan-Cyuan, et al.
Published: (2024)

Event-Enhanced Blurry Video Super-Resolution
by: Kai, Dachun, et al.
Published: (2025)

VideoThinker: Building Agentic VideoLLMs with LLM-Guided Tool Reasoning
by: Li, Chenglin, et al.
Published: (2026)

Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition
by: Fei, Hao, et al.
Published: (2024)

Enhancing Long Video Understanding via Hierarchical Event-Based Memory
by: Cheng, Dingxin, et al.
Published: (2024)

Pre-Training Meta-Rule Selection Policy for Visual Generative Abductive Learning
by: Jin, Yu, et al.
Published: (2025)

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