Cover Image

CAVE: A Structured Credit Assignment Approach for Fragmented Visual Evidence Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Guo, Tengda, Leng, Jie, Li, Hanlei, Liang, Yaoyuan, Zhang, Qingyue, Yang, Dian, Zhang, Mingyu, Fu, Yuhua, Huang, Shao-Lun
Format:	Preprint
Published:	2026
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

A High-Dimensional Statistical Method for Optimizing Transfer Quantities in Multi-Source Transfer Learning
by: Zhang, Qingyue, et al.
Published: (2025)

Exploring Iterative Refinement with Diffusion Models for Video Grounding
by: Liang, Xiao, et al.
Published: (2023)

OSDTW: Optimal Shared Depth and Task Weighting for Long-Tailed Recognition
by: Chu, Chang, et al.
Published: (2026)

Reducing Credit Assignment Variance via Counterfactual Reasoning Paths
by: Ding, Fei, et al.
Published: (2026)

From Reasoning to Agentic: Credit Assignment in Reinforcement Learning for Large Language Models
by: Zhang, Chenchen
Published: (2026)

Credit Assignment with Resets in Language Model Reasoning
by: Samanta, Ankur, et al.
Published: (2026)

Hindsight Credit Assignment for Long-Horizon LLM Agents
by: Tan, Hui-Ze, et al.
Published: (2026)

CAPO: Towards Enhancing LLM Reasoning through Generative Credit Assignment
by: Xie, Guofu, et al.
Published: (2025)

EGL-SCA: Structural Credit Assignment for Co-Evolving Instructions and Tools in Graph Reasoning Agents
by: Yuan, Zike, et al.
Published: (2026)

CAVE: Detecting and Explaining Commonsense Anomalies in Visual Environments
by: Bhagwatkar, Rishika, et al.
Published: (2025)

GRPO-$λ$: Credit Assignment improves LLM Reasoning
by: Parthasarathi, Prasanna, et al.
Published: (2025)

Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning
by: Cheng, Jie, et al.
Published: (2025)

Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning
by: Li, Ziheng, et al.
Published: (2026)

Locomotion in CAVE: Enhancing Immersion through Full-Body Motion
by: Li, Xiaohui, et al.
Published: (2025)

From Reasoning Chains to Verifiable Subproblems: Curriculum Reinforcement Learning Enables Credit Assignment for LLM Reasoning
by: Jiang, Xitai, et al.
Published: (2026)

From Coarse to Nuanced: Cross-Modal Alignment of Fine-Grained Linguistic Cues and Visual Salient Regions for Dynamic Emotion Recognition
by: Liu, Yu, et al.
Published: (2025)

MACCA: Offline Multi-agent Reinforcement Learning with Causal Credit Assignment
by: Wang, Ziyan, et al.
Published: (2023)

Asynchronous Credit Assignment for Multi-Agent Reinforcement Learning
by: Liang, Yongheng, et al.
Published: (2024)

Exact Is Easier: Credit Assignment for Cooperative LLM Agents
by: Chen, Yanjun, et al.
Published: (2026)

DeepCAVE: A Visualization and Analysis Tool for Automated Machine Learning
by: Segel, Sarah, et al.
Published: (2025)

Unified Optimization of Source Weights and Transfer Quantities in Multi-Source Transfer Learning: An Asymptotic Framework
by: Zhang, Qingyue, et al.
Published: (2026)

InT: Self-Proposed Interventions Enable Credit Assignment in LLM Reasoning
by: Yang, Matthew Y. R., et al.
Published: (2026)

Exploiting Tree Structure for Credit Assignment in RL Training of LLMs
by: Tran, Hieu, et al.
Published: (2025)

SCAR: Shapley Credit Assignment for More Efficient RLHF
by: Cao, Meng, et al.
Published: (2025)

Detecting Credit Card Fraud via Heterogeneous Graph Neural Networks with Graph Attention
by: Sha, Qiuwu, et al.
Published: (2025)

Beyond Uniform Credit: Causal Credit Assignment for Policy Optimization
by: Khandoga, Mykola, et al.
Published: (2026)

Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models
by: Guo, Yiran, et al.
Published: (2025)

CAVE: Controllable Authorship Verification Explanations
by: Ramnath, Sahana, et al.
Published: (2024)

OPPO: Bayesian Value Recursion for Token-Level Credit Assignment in LLM Reasoning
by: Li, Yu, et al.
Published: (2026)

Beyond Uniform Credit Assignment: Selective Eligibility Traces for RLVR
by: Mou, Chaoli, et al.
Published: (2026)

Diffusion of Neuromodulators for Temporal Credit Assignment
by: Barretto-Bittar, João, et al.
Published: (2026)

In-Context Credit Assignment via the Core
by: Harris, Keegan, et al.
Published: (2026)

CriticSearch: Fine-Grained Credit Assignment for Search Agents via a Retrospective Critic
by: Zhang, Yaocheng, et al.
Published: (2025)

LoRA-DA: Data-Aware Initialization for Low-Rank Adaptation via Asymptotic Analysis
by: Zhang, Qingyue, et al.
Published: (2025)

A wireless, inexpensive optical tracker for the CAVE
by: Sharlin, Ehud, et al.
Published: (2025)

THE CAVE OF THE YELLOW DOG DE BYAMBASUREN DAVAA
by: Jesús Miguel Sáez González
Published: (2006)

SketchVL: Policy Optimization via Fine-Grained Credit Assignment for Chart Understanding and More
by: Huang, Muye, et al.
Published: (2026)

ReflexFlow: Rethinking Learning Objective for Exposure Bias Alleviation in Flow Matching
by: Huang, Guanbo, et al.
Published: (2025)

Not All Turns Matter: Credit Assignment for Multi-Turn Jailbreaking
by: He, Zhida, et al.
Published: (2026)

Intrinsic Credit Assignment for Long Horizon Interaction
by: Auzina, Ilze Amanda, et al.
Published: (2026)