Free-Lunch Long Video Generation via Layer-Adaptive O.O.D Correction
Fuente:
arXiv
Saved in:
| Main Authors: | Tian, Jiahao, Song, Chenxi, Cheng, Wei, Zhang, Chi |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Head Forcing: Long Autoregressive Video Generation via Head Heterogeneity
by: Tian, Jiahao, et al.
Published: (2026)
by: Tian, Jiahao, et al.
Published: (2026)
Taming Video Models for 3D and 4D Generation via Zero-Shot Camera Control
by: Song, Chenxi, et al.
Published: (2025)
by: Song, Chenxi, et al.
Published: (2025)
Retrieval-Augmented Prompt for OOD Detection
by: Han, Ruisong, et al.
Published: (2025)
by: Han, Ruisong, et al.
Published: (2025)
Prototype Fusion: A Training-Free Multi-Layer Approach to OOD Detection
by: Gul, Shreen, et al.
Published: (2026)
by: Gul, Shreen, et al.
Published: (2026)
FreeBind: Free Lunch in Unified Multimodal Space via Knowledge Fusion
by: Wang, Zehan, et al.
Published: (2024)
by: Wang, Zehan, et al.
Published: (2024)
Free Lunch for Unified Multimodal Models: Enhancing Generation via Reflective Rectification with Inherent Understanding
by: Jiang, Yibo, et al.
Published: (2026)
by: Jiang, Yibo, et al.
Published: (2026)
FreeCond: Free Lunch in the Input Conditions of Text-Guided Inpainting
by: Hsiao, Teng-Fang, et al.
Published: (2024)
by: Hsiao, Teng-Fang, et al.
Published: (2024)
Free Lunch Alignment of Text-to-Image Diffusion Models without Preference Image Pairs
by: Xian, Jia Jun Cheng, et al.
Published: (2025)
by: Xian, Jia Jun Cheng, et al.
Published: (2025)
SWIFT: Prompt-Adaptive Memory for Efficient Interactive Long Video Generation
by: Tan, Shanwen, et al.
Published: (2026)
by: Tan, Shanwen, et al.
Published: (2026)
Self-Consistency as a Free Lunch: Reducing Hallucinations in Vision-Language Models via Self-Reflection
by: Han, Mingfei, et al.
Published: (2025)
by: Han, Mingfei, et al.
Published: (2025)
FreeOrbit4D: Training-Free Arbitrary Camera Redirection for Monocular Videos via Foreground-Complete 4D Reconstruction
by: Cao, Wei, et al.
Published: (2026)
by: Cao, Wei, et al.
Published: (2026)
Leveraging Text-Driven Semantic Variation for Robust OOD Segmentation
by: Song, Seungheon, et al.
Published: (2025)
by: Song, Seungheon, et al.
Published: (2025)
An Empirical Analysis of VLM-based OOD Detection: Mechanisms, Advantages, and Sensitivity
by: Lee, Yuxiao, et al.
Published: (2025)
by: Lee, Yuxiao, et al.
Published: (2025)
BIVDiff: A Training-Free Framework for General-Purpose Video Synthesis via Bridging Image and Video Diffusion Models
by: Shi, Fengyuan, et al.
Published: (2023)
by: Shi, Fengyuan, et al.
Published: (2023)
One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt
by: Liu, Tao, et al.
Published: (2025)
by: Liu, Tao, et al.
Published: (2025)
Proto-OOD: Enhancing OOD Object Detection with Prototype Feature Similarity
by: Chen, Junkun, et al.
Published: (2024)
by: Chen, Junkun, et al.
Published: (2024)
R$^{2}$Seg: Training-Free OOD Medical Tumor Segmentation via Anatomical Reasoning and Statistical Rejection
by: Shen, Shuaike, et al.
Published: (2025)
by: Shen, Shuaike, et al.
Published: (2025)
VideoRouter: Query-Adaptive Dual Routing for Efficient Long-Video Understanding
by: Lin, Kuanwei, et al.
Published: (2026)
by: Lin, Kuanwei, et al.
Published: (2026)
RainFusion: Adaptive Video Generation Acceleration via Multi-Dimensional Visual Redundancy
by: Chen, Aiyue, et al.
Published: (2025)
by: Chen, Aiyue, et al.
Published: (2025)
PackForcing: Short Video Training Suffices for Long Video Sampling and Long Context Inference
by: Mao, Xiaofeng, et al.
Published: (2026)
by: Mao, Xiaofeng, et al.
Published: (2026)
Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization
by: Zang, Yuhang, et al.
Published: (2024)
by: Zang, Yuhang, et al.
Published: (2024)
Adaptive Keyframe Sampling for Long Video Understanding
by: Tang, Xi, et al.
Published: (2025)
by: Tang, Xi, et al.
Published: (2025)
DySink: Dynamic Frame Sinks for Autoregressive Long Video Generation
by: Ye, Bo, et al.
Published: (2026)
by: Ye, Bo, et al.
Published: (2026)
TimeSearch-R: Adaptive Temporal Search for Long-Form Video Understanding via Self-Verification Reinforcement Learning
by: Pan, Junwen, et al.
Published: (2025)
by: Pan, Junwen, et al.
Published: (2025)
AdaCM$^2$: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction
by: Man, Yuanbin, et al.
Published: (2024)
by: Man, Yuanbin, et al.
Published: (2024)
AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models
by: Zhang, Yabin, et al.
Published: (2024)
by: Zhang, Yabin, et al.
Published: (2024)
Seek-CAD: A Self-refined Generative Modeling for 3D Parametric CAD Using Local Inference via DeepSeek
by: Li, Xueyang, et al.
Published: (2025)
by: Li, Xueyang, et al.
Published: (2025)
Video-Infinity: Distributed Long Video Generation
by: Tan, Zhenxiong, et al.
Published: (2024)
by: Tan, Zhenxiong, et al.
Published: (2024)
Conditional Video Generation for High-Efficiency Video Compression
by: Yi, Fangqiu, et al.
Published: (2025)
by: Yi, Fangqiu, et al.
Published: (2025)
Tuning-Free Multi-Event Long Video Generation via Synchronized Coupled Sampling
by: Kim, Subin, et al.
Published: (2025)
by: Kim, Subin, et al.
Published: (2025)
ELV-Halluc: Benchmarking Semantic Aggregation Hallucinations in Long Video Understanding
by: Lu, Hao, et al.
Published: (2025)
by: Lu, Hao, et al.
Published: (2025)
HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention
by: Zheng, Xuzhe, et al.
Published: (2026)
by: Zheng, Xuzhe, et al.
Published: (2026)
FAIRT2V: Training-Free Debiasing for Text-to-Video Diffusion Models
by: Zhong, Haonan, et al.
Published: (2026)
by: Zhong, Haonan, et al.
Published: (2026)
Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control
by: Gu, Zekai, et al.
Published: (2025)
by: Gu, Zekai, et al.
Published: (2025)
AdaCluster: Adaptive Query-Key Clustering for Sparse Attention in Video Generation
by: Tan, Haoyue, et al.
Published: (2026)
by: Tan, Haoyue, et al.
Published: (2026)
GTMA: Dynamic Representation Optimization for OOD Vision-Language Models
by: Zhang, Jensen, et al.
Published: (2025)
by: Zhang, Jensen, et al.
Published: (2025)
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos
by: Wang, Ziyang, et al.
Published: (2024)
by: Wang, Ziyang, et al.
Published: (2024)
Scalable Ensemble Diversification for OOD Generalization and Detection
by: Rubinstein, Alexander, et al.
Published: (2024)
by: Rubinstein, Alexander, et al.
Published: (2024)
From Sora What We Can See: A Survey of Text-to-Video Generation
by: Sun, Rui, et al.
Published: (2024)
by: Sun, Rui, et al.
Published: (2024)
Towards Effective MLLM Jailbreaking Through Balanced On-Topicness and OOD-Intensity
by: Li, Zuoou, et al.
Published: (2025)
by: Li, Zuoou, et al.
Published: (2025)
Similar Items
-
Head Forcing: Long Autoregressive Video Generation via Head Heterogeneity
by: Tian, Jiahao, et al.
Published: (2026) -
Taming Video Models for 3D and 4D Generation via Zero-Shot Camera Control
by: Song, Chenxi, et al.
Published: (2025) -
Retrieval-Augmented Prompt for OOD Detection
by: Han, Ruisong, et al.
Published: (2025) -
Prototype Fusion: A Training-Free Multi-Layer Approach to OOD Detection
by: Gul, Shreen, et al.
Published: (2026) -
FreeBind: Free Lunch in Unified Multimodal Space via Knowledge Fusion
by: Wang, Zehan, et al.
Published: (2024)