Cover Image

Zoomer: Adaptive Image Focus Optimization for Black-box MLLM

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Qian, Jiaxu, Wang, Chendong, Yang, Yifan, Zhang, Chaoyun, Jiang, Huiqiang, Luo, Xufang, Kang, Yu, Lin, Qingwei, Zhang, Anlan, Jiang, Shiqi, Cao, Ting, Mao, Tianjun, Banerjee, Suman, Liu, Guyue, Rajmohan, Saravan, Zhang, Dongmei, Yang, Yuqing, Zhang, Qi, Qiu, Lili
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

VoLUT: Efficient Volumetric streaming enhanced by LUT-based super-resolution
by: Wang, Chendong, et al.
Published: (2025)

Text2Grad: Reinforcement Learning from Natural Language Feedback
by: Wang, Hanyang, et al.
Published: (2025)

From Reasoning to Answer: Empirical, Attention-Based and Mechanistic Insights into Distilled DeepSeek R1 Models
by: Zhang, Jue, et al.
Published: (2025)

Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection
by: Liu, Jun, et al.
Published: (2024)

Large Language Model-Brained GUI Agents: A Survey
by: Zhang, Chaoyun, et al.
Published: (2024)

API Agents vs. GUI Agents: Divergence and Convergence
by: Zhang, Chaoyun, et al.
Published: (2025)

UFO: A UI-Focused Agent for Windows OS Interaction
by: Zhang, Chaoyun, et al.
Published: (2024)

VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model
by: Zheng, Jiani, et al.
Published: (2025)

Zipage: Maintain High Request Concurrency for LLM Reasoning through Compressed PagedAttention
by: Liao, Mengqi, et al.
Published: (2026)

Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning
by: Wang, Chendong, et al.
Published: (2025)

Contrastive Attribution in the Wild: An Interpretability Analysis of LLM Failures on Realistic Benchmarks
by: Tan, Rongyuan, et al.
Published: (2026)

DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems
by: Ma, Ming, et al.
Published: (2025)

Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation
by: Ding, Ruomeng, et al.
Published: (2023)

AI Delegates with a Dual Focus: Ensuring Privacy and Strategic Self-Disclosure
by: Zhang, Zhiyang, et al.
Published: (2024)

VideoZoomer: Reinforcement-Learned Temporal Focusing for Long Video Reasoning
by: Ding, Yang, et al.
Published: (2025)

G-KV: Decoding-Time KV Cache Eviction with Global Attention
by: Liao, Mengqi, et al.
Published: (2025)

LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals
by: Sun, Lihao, et al.
Published: (2026)

Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments
by: Cheng, Sitao, et al.
Published: (2024)

Navigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks
by: Peng, Yingzhe, et al.
Published: (2024)

The Vision of Autonomic Computing: Can LLMs Make It a Reality?
by: Zhang, Zhiyang, et al.
Published: (2024)

SortedRL: Accelerating RL Training for LLMs through Online Length-Aware Scheduling
by: Zhang, Yiqi, et al.
Published: (2026)

UFO3: Weaving the Digital Agent Galaxy
by: Zhang, Chaoyun, et al.
Published: (2025)

LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
by: Pan, Zhuoshi, et al.
Published: (2024)

MEETING DELEGATE: Benchmarking LLMs on Attending Meetings on Our Behalf
by: Hu, Lingxiang, et al.
Published: (2025)

Accelerating Prefilling via Decoding-time Contribution Sparsity
by: He, Zhiyuan, et al.
Published: (2025)

Pretrain Value, Not Reward: Decoupled Value Policy Optimization
by: Huang, Chenghua, et al.
Published: (2025)

Privacy in Action: Towards Realistic Privacy Mitigation and Evaluation for LLM-Powered Agents
by: Wang, Shouju, et al.
Published: (2025)

CI-Work: Benchmarking Contextual Integrity in Enterprise LLM Agents
by: Fu, Wenjie, et al.
Published: (2026)

AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents
by: Lu, Junting, et al.
Published: (2024)

LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression
by: Jiang, Huiqiang, et al.
Published: (2023)

From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation
by: Xie, Yuhang, et al.
Published: (2025)

StepFly: Agentic Troubleshooting Guide Automation for Incident Diagnosis
by: Mao, Jiayi, et al.
Published: (2025)

AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation
by: Fu, Jia, et al.
Published: (2024)

EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
by: Zhuang, Ziyuan, et al.
Published: (2024)

An Empirical Study of Production Incidents in Generative AI Cloud Services
by: Yan, Haoran, et al.
Published: (2025)

Enabling Autonomic Microservice Management through Self-Learning Agents
by: Yu, Fenglin, et al.
Published: (2025)

MTraining: Distributed Dynamic Sparse Attention for Efficient Ultra-Long Context Training
by: Li, Wenxuan, et al.
Published: (2025)

WebXSkill: Skill Learning for Autonomous Web Agents
by: Wang, Zhaoyang, et al.
Published: (2026)

RuAG: Learned-rule-augmented Generation for Large Language Models
by: Zhang, Yudi, et al.
Published: (2024)

ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation
by: He, Minghua, et al.
Published: (2025)