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Collections including paper arxiv:2412.04454

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Paper • 2310.03714 • Published Oct 5, 2023 • 37
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

Paper • 2312.10003 • Published Dec 15, 2023 • 44
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework

Paper • 2308.08155 • Published Aug 16, 2023 • 10
GAIA: a benchmark for General AI Assistants

Paper • 2311.12983 • Published Nov 21, 2023 • 241

Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Paper • 2412.04454 • Published Dec 5, 2024 • 72
GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents

Paper • 2506.03143 • Published Jun 3 • 53
Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning

Paper • 2505.12370 • Published May 18
UIShift: Enhancing VLM-based GUI Agents through Self-supervised Reinforcement Learning

Paper • 2505.12493 • Published May 18

HuggingFaceFW/fineweb

Viewer • Updated Jul 11 • 52.5B • 215k • 2.47k
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Paper • 2412.04454 • Published Dec 5, 2024 • 72

ShowUI: One Vision-Language-Action Model for GUI Visual Agent

Paper • 2411.17465 • Published Nov 26, 2024 • 90
OmniParser for Pure Vision Based GUI Agent

Paper • 2408.00203 • Published Aug 1, 2024 • 25
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Paper • 2412.04454 • Published Dec 5, 2024 • 72
zai-org/cogagent-9b-20241220

Image-Text-to-Text • 14B • Updated Dec 25, 2024 • 699 • 53

A collection of papers on GUI agents

ShowUI: One Vision-Language-Action Model for GUI Visual Agent

Paper • 2411.17465 • Published Nov 26, 2024 • 90
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Paper • 2412.04454 • Published Dec 5, 2024 • 72
AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials

Paper • 2412.09605 • Published Dec 12, 2024 • 30

LNS-Madam: Low-Precision Training in Logarithmic Number System using Multiplicative Weight Update

Paper • 2106.13914 • Published Jun 26, 2021 • 1
HeurAgenix: Leveraging LLMs for Solving Complex Combinatorial Optimization Challenges

Paper • 2506.15196 • Published Jun 18 • 3
Ascend HiFloat8 Format for Deep Learning

Paper • 2409.16626 • Published Sep 25, 2024 • 1
Recipes for Pre-training LLMs with MXFP8

Paper • 2506.08027 • Published May 30 • 1

Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V

Paper • 2310.11441 • Published Oct 17, 2023 • 29
UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Paper • 2501.12326 • Published Jan 21 • 65
GUI Odyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices

Paper • 2406.08451 • Published Jun 12, 2024 • 25
GUI-WORLD: A Dataset for GUI-oriented Multimodal LLM-based Agents

Paper • 2406.10819 • Published Jun 16, 2024 • 2

Document & UI Intelligence

xlangai/Aguvis-7B-720P

8B • Updated Jan 7 • 45 • 9
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Paper • 2412.04454 • Published Dec 5, 2024 • 72
SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents

Paper • 2401.10935 • Published Jan 17, 2024 • 5
cckevinn/SeeClick

Text Generation • 10B • Updated Jan 29, 2024 • 149 • 18

AGUVIS: Unified Pure Vision GUI Agents

https://aguvis-project.github.io

Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Paper • 2412.04454 • Published Dec 5, 2024 • 72
xlangai/aguvis-stage1

Preview • Updated Jul 30 • 1.6k • 15
xlangai/aguvis-stage2

Preview • Updated Jul 30 • 3.96k • 24

Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Paper • 2412.04454 • Published Dec 5, 2024 • 72
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Paper • 2410.05243 • Published Oct 7, 2024 • 20
UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Paper • 2501.12326 • Published Jan 21 • 65

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Paper • 2310.03714 • Published Oct 5, 2023 • 37
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

Paper • 2312.10003 • Published Dec 15, 2023 • 44
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework

Paper • 2308.08155 • Published Aug 16, 2023 • 10
GAIA: a benchmark for General AI Assistants

Paper • 2311.12983 • Published Nov 21, 2023 • 241

LNS-Madam: Low-Precision Training in Logarithmic Number System using Multiplicative Weight Update

Paper • 2106.13914 • Published Jun 26, 2021 • 1
HeurAgenix: Leveraging LLMs for Solving Complex Combinatorial Optimization Challenges

Paper • 2506.15196 • Published Jun 18 • 3
Ascend HiFloat8 Format for Deep Learning

Paper • 2409.16626 • Published Sep 25, 2024 • 1
Recipes for Pre-training LLMs with MXFP8

Paper • 2506.08027 • Published May 30 • 1

Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Paper • 2412.04454 • Published Dec 5, 2024 • 72
GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents

Paper • 2506.03143 • Published Jun 3 • 53
Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning

Paper • 2505.12370 • Published May 18
UIShift: Enhancing VLM-based GUI Agents through Self-supervised Reinforcement Learning

Paper • 2505.12493 • Published May 18

Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V

Paper • 2310.11441 • Published Oct 17, 2023 • 29
UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Paper • 2501.12326 • Published Jan 21 • 65
GUI Odyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices

Paper • 2406.08451 • Published Jun 12, 2024 • 25
GUI-WORLD: A Dataset for GUI-oriented Multimodal LLM-based Agents

Paper • 2406.10819 • Published Jun 16, 2024 • 2

HuggingFaceFW/fineweb

Viewer • Updated Jul 11 • 52.5B • 215k • 2.47k
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Paper • 2412.04454 • Published Dec 5, 2024 • 72

Document & UI Intelligence

xlangai/Aguvis-7B-720P

8B • Updated Jan 7 • 45 • 9
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Paper • 2412.04454 • Published Dec 5, 2024 • 72
SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents

Paper • 2401.10935 • Published Jan 17, 2024 • 5
cckevinn/SeeClick

Text Generation • 10B • Updated Jan 29, 2024 • 149 • 18

ShowUI: One Vision-Language-Action Model for GUI Visual Agent

Paper • 2411.17465 • Published Nov 26, 2024 • 90
OmniParser for Pure Vision Based GUI Agent

Paper • 2408.00203 • Published Aug 1, 2024 • 25
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Paper • 2412.04454 • Published Dec 5, 2024 • 72
zai-org/cogagent-9b-20241220

Image-Text-to-Text • 14B • Updated Dec 25, 2024 • 699 • 53

AGUVIS: Unified Pure Vision GUI Agents

https://aguvis-project.github.io

Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Paper • 2412.04454 • Published Dec 5, 2024 • 72
xlangai/aguvis-stage1

Preview • Updated Jul 30 • 1.6k • 15
xlangai/aguvis-stage2

Preview • Updated Jul 30 • 3.96k • 24

A collection of papers on GUI agents

ShowUI: One Vision-Language-Action Model for GUI Visual Agent

Paper • 2411.17465 • Published Nov 26, 2024 • 90
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Paper • 2412.04454 • Published Dec 5, 2024 • 72
AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials

Paper • 2412.09605 • Published Dec 12, 2024 • 30

Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Paper • 2412.04454 • Published Dec 5, 2024 • 72
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Paper • 2410.05243 • Published Oct 7, 2024 • 20
UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Paper • 2501.12326 • Published Jan 21 • 65

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