Incentivizing Generative Zero-Shot Learning via Outcome-Reward Reinforcement Learning with Visual Cues
Fuente:
arXiv
Saved in:
| Main Authors: | Hou, Wenjin, Sun, Xiaoxiao, Fan, Hehe |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning
by: Hou, Wenjin, et al.
Published: (2024)
by: Hou, Wenjin, et al.
Published: (2024)
Seeing Is Believing? A Benchmark for Multimodal Large Language Models on Visual Illusions and Anomalies
by: Hou, Wenjin, et al.
Published: (2026)
by: Hou, Wenjin, et al.
Published: (2026)
Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning
by: Hou, Wenjin, et al.
Published: (2024)
by: Hou, Wenjin, et al.
Published: (2024)
Discriminative Image Generation with Diffusion Models for Zero-Shot Learning
by: Fu, Dingjie, et al.
Published: (2024)
by: Fu, Dingjie, et al.
Published: (2024)
Deepfake Detection Generalization with Diffusion Noise
by: Qi, Hongyuan, et al.
Published: (2026)
by: Qi, Hongyuan, et al.
Published: (2026)
Learning Robust Representations via Bidirectional Transition for Visual Reinforcement Learning
by: Hu, Xiaobo, et al.
Published: (2023)
by: Hu, Xiaobo, et al.
Published: (2023)
Progressive Semantic-Guided Vision Transformer for Zero-Shot Learning
by: Chen, Shiming, et al.
Published: (2024)
by: Chen, Shiming, et al.
Published: (2024)
Zero-1-to-A: Zero-Shot One Image to Animatable Head Avatars Using Video Diffusion
by: Zhou, Zhenglin, et al.
Published: (2025)
by: Zhou, Zhenglin, et al.
Published: (2025)
Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training
by: Li, Yun, et al.
Published: (2024)
by: Li, Yun, et al.
Published: (2024)
Prompt-Aware Controllable Shadow Removal
by: Chen, Kerui, et al.
Published: (2025)
by: Chen, Kerui, et al.
Published: (2025)
Visual and Semantic Prompt Collaboration for Generalized Zero-Shot Learning
by: Jiang, Huajie, et al.
Published: (2025)
by: Jiang, Huajie, et al.
Published: (2025)
Ground-R1: Incentivizing Grounded Visual Reasoning via Reinforcement Learning
by: Cao, Meng, et al.
Published: (2025)
by: Cao, Meng, et al.
Published: (2025)
Learning Visual Proxy for Compositional Zero-Shot Learning
by: Zhang, Shiyu, et al.
Published: (2025)
by: Zhang, Shiyu, et al.
Published: (2025)
Distributed Zero-Shot Learning for Visual Recognition
by: Chen, Zhi, et al.
Published: (2025)
by: Chen, Zhi, et al.
Published: (2025)
InfiniDreamer: Arbitrarily Long Human Motion Generation via Segment Score Distillation
by: Zhuo, Wenjie, et al.
Published: (2024)
by: Zhuo, Wenjie, et al.
Published: (2024)
Dream to Generalize: Zero-Shot Model-Based Reinforcement Learning for Unseen Visual Distractions
by: Ha, Jeongsoo, et al.
Published: (2025)
by: Ha, Jeongsoo, et al.
Published: (2025)
Prompt-Aware Adapter: Towards Learning Adaptive Visual Tokens for Multimodal Large Language Models
by: Zhang, Yue, et al.
Published: (2024)
by: Zhang, Yue, et al.
Published: (2024)
Repurposing Marigold for Zero-Shot Metric Depth Estimation via Defocus Blur Cues
by: Talegaonkar, Chinmay, et al.
Published: (2025)
by: Talegaonkar, Chinmay, et al.
Published: (2025)
Beyond Visual Cues: Leveraging General Semantics as Support for Few-Shot Segmentation
by: Wang, Jin, et al.
Published: (2025)
by: Wang, Jin, et al.
Published: (2025)
FrontierNet: Learning Visual Cues to Explore
by: Sun, Boyang, et al.
Published: (2025)
by: Sun, Boyang, et al.
Published: (2025)
Multi-Timescale Motion-Decoupled Spiking Transformer for Audio-Visual Zero-Shot Learning
by: Li, Wenrui, et al.
Published: (2025)
by: Li, Wenrui, et al.
Published: (2025)
DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning
by: Zheng, Ziwei, et al.
Published: (2025)
by: Zheng, Ziwei, et al.
Published: (2025)
Data-Free Generalized Zero-Shot Learning
by: Tang, Bowen, et al.
Published: (2024)
by: Tang, Bowen, et al.
Published: (2024)
Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning
by: Liu, Man, et al.
Published: (2024)
by: Liu, Man, et al.
Published: (2024)
SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning
by: Chen, Zhi, et al.
Published: (2025)
by: Chen, Zhi, et al.
Published: (2025)
Visual-Semantic Graph Matching Net for Zero-Shot Learning
by: Duan, Bowen, et al.
Published: (2024)
by: Duan, Bowen, et al.
Published: (2024)
TransNormal: Dense Visual Semantics for Diffusion-based Transparent Object Normal Estimation
by: Li, Mingwei, et al.
Published: (2026)
by: Li, Mingwei, et al.
Published: (2026)
EVA: Zero-shot Accurate Attributes and Multi-Object Video Editing
by: Yang, Xiangpeng, et al.
Published: (2024)
by: Yang, Xiangpeng, et al.
Published: (2024)
High-Discriminative Attribute Feature Learning for Generalized Zero-Shot Learning
by: Lei, Yu, et al.
Published: (2024)
by: Lei, Yu, et al.
Published: (2024)
VisualAD: Language-Free Zero-Shot Anomaly Detection via Vision Transformer
by: Hou, Yanning, et al.
Published: (2026)
by: Hou, Yanning, et al.
Published: (2026)
The Image as Its Own Reward: Reinforcement Learning with Adversarial Reward for Image Generation
by: Mao, Weijia, et al.
Published: (2025)
by: Mao, Weijia, et al.
Published: (2025)
RewardDance: Reward Scaling in Visual Generation
by: Wu, Jie, et al.
Published: (2025)
by: Wu, Jie, et al.
Published: (2025)
Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models
by: Kurzendörfer, David, et al.
Published: (2024)
by: Kurzendörfer, David, et al.
Published: (2024)
EmoKGEdit: Training-free Affective Injection via Visual Cue Transformation
by: Zhang, Jing, et al.
Published: (2026)
by: Zhang, Jing, et al.
Published: (2026)
Let's Reward Step-by-Step: Step-Aware Contrastive Alignment for Vision-Language Navigation in Continuous Environments
by: Li, Haoyuan, et al.
Published: (2026)
by: Li, Haoyuan, et al.
Published: (2026)
BVINet: Unlocking Blind Video Inpainting with Zero Annotations
by: Wu, Zhiliang, et al.
Published: (2025)
by: Wu, Zhiliang, et al.
Published: (2025)
ZeroDiff: Solidified Visual-Semantic Correlation in Zero-Shot Learning
by: Ye, Zihan, et al.
Published: (2024)
by: Ye, Zihan, et al.
Published: (2024)
Visual Adaptive Prompting for Compositional Zero-Shot Learning
by: Stein, Kyle, et al.
Published: (2025)
by: Stein, Kyle, et al.
Published: (2025)
Semantically Guided Dynamic Visual Prototype Refinement for Compositional Zero-Shot Learning
by: Peng, Zhong, et al.
Published: (2025)
by: Peng, Zhong, et al.
Published: (2025)
Visual-Semantic Decomposition and Partial Alignment for Document-based Zero-Shot Learning
by: Qu, Xiangyan, et al.
Published: (2024)
by: Qu, Xiangyan, et al.
Published: (2024)
Similar Items
-
ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning
by: Hou, Wenjin, et al.
Published: (2024) -
Seeing Is Believing? A Benchmark for Multimodal Large Language Models on Visual Illusions and Anomalies
by: Hou, Wenjin, et al.
Published: (2026) -
Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning
by: Hou, Wenjin, et al.
Published: (2024) -
Discriminative Image Generation with Diffusion Models for Zero-Shot Learning
by: Fu, Dingjie, et al.
Published: (2024) -
Deepfake Detection Generalization with Diffusion Noise
by: Qi, Hongyuan, et al.
Published: (2026)