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Adaptation of Agentic AI
Paper • 2512.16301 • Published • 106 -
Deep Research: A Systematic Survey
Paper • 2512.02038 • Published • 72 -
Scaling Agent Learning via Experience Synthesis
Paper • 2511.03773 • Published • 82 -
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
Paper • 2511.21689 • Published • 124
Collections
Discover the best community collections!
Collections including paper arxiv:2511.03773
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Scaling Agent Learning via Experience Synthesis
Paper • 2511.03773 • Published • 82 -
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
Paper • 2511.21689 • Published • 124 -
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
Paper • 2601.05242 • Published • 226
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Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning
Paper • 2508.20751 • Published • 89 -
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
Paper • 2508.17445 • Published • 80 -
VoxHammer: Training-Free Precise and Coherent 3D Editing in Native 3D Space
Paper • 2508.19247 • Published • 43 -
VibeVoice Technical Report
Paper • 2508.19205 • Published • 143
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VideoDeepResearch: Long Video Understanding With Agentic Tool Using
Paper • 2506.10821 • Published • 19 -
Jan-nano Technical Report
Paper • 2506.22760 • Published • 9 -
MMSearch-R1: Incentivizing LMMs to Search
Paper • 2506.20670 • Published • 64 -
WebSailor: Navigating Super-human Reasoning for Web Agent
Paper • 2507.02592 • Published • 124
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O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents
Paper • 2511.13593 • Published • 27 -
OmniScientist: Toward a Co-evolving Ecosystem of Human and AI Scientists
Paper • 2511.16931 • Published • 8 -
General Agentic Memory Via Deep Research
Paper • 2511.18423 • Published • 167 -
MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling
Paper • 2511.11793 • Published • 187
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Agent Learning via Early Experience
Paper • 2510.08558 • Published • 273 -
Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks
Paper • 2510.08002 • Published • 23 -
Self-Improving LLM Agents at Test-Time
Paper • 2510.07841 • Published • 10 -
The Denario project: Deep knowledge AI agents for scientific discovery
Paper • 2510.26887 • Published • 8
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Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations
Paper • 2508.09789 • Published • 5 -
MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents
Paper • 2508.13186 • Published • 19 -
ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents
Paper • 2508.04038 • Published • 1 -
Prompt Orchestration Markup Language
Paper • 2508.13948 • Published • 48
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facebook/w2v-bert-2.0
Feature Extraction • 0.6B • Updated • 3.44M • 204 -
facebook/metaclip-h14-fullcc2.5b
Zero-Shot Image Classification • 1.0B • Updated • 16.5k • 49 -
openai/clip-vit-large-patch14
Zero-Shot Image Classification • 0.4B • Updated • 7.22M • 1.97k -
Salesforce/blip-image-captioning-large
Image-to-Text • 0.5B • Updated • 732k • 1.45k
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Adaptation of Agentic AI
Paper • 2512.16301 • Published • 106 -
Deep Research: A Systematic Survey
Paper • 2512.02038 • Published • 72 -
Scaling Agent Learning via Experience Synthesis
Paper • 2511.03773 • Published • 82 -
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
Paper • 2511.21689 • Published • 124
-
O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents
Paper • 2511.13593 • Published • 27 -
OmniScientist: Toward a Co-evolving Ecosystem of Human and AI Scientists
Paper • 2511.16931 • Published • 8 -
General Agentic Memory Via Deep Research
Paper • 2511.18423 • Published • 167 -
MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling
Paper • 2511.11793 • Published • 187
-
Scaling Agent Learning via Experience Synthesis
Paper • 2511.03773 • Published • 82 -
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
Paper • 2511.21689 • Published • 124 -
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
Paper • 2601.05242 • Published • 226
-
Agent Learning via Early Experience
Paper • 2510.08558 • Published • 273 -
Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks
Paper • 2510.08002 • Published • 23 -
Self-Improving LLM Agents at Test-Time
Paper • 2510.07841 • Published • 10 -
The Denario project: Deep knowledge AI agents for scientific discovery
Paper • 2510.26887 • Published • 8
-
Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning
Paper • 2508.20751 • Published • 89 -
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
Paper • 2508.17445 • Published • 80 -
VoxHammer: Training-Free Precise and Coherent 3D Editing in Native 3D Space
Paper • 2508.19247 • Published • 43 -
VibeVoice Technical Report
Paper • 2508.19205 • Published • 143
-
Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations
Paper • 2508.09789 • Published • 5 -
MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents
Paper • 2508.13186 • Published • 19 -
ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents
Paper • 2508.04038 • Published • 1 -
Prompt Orchestration Markup Language
Paper • 2508.13948 • Published • 48
-
VideoDeepResearch: Long Video Understanding With Agentic Tool Using
Paper • 2506.10821 • Published • 19 -
Jan-nano Technical Report
Paper • 2506.22760 • Published • 9 -
MMSearch-R1: Incentivizing LMMs to Search
Paper • 2506.20670 • Published • 64 -
WebSailor: Navigating Super-human Reasoning for Web Agent
Paper • 2507.02592 • Published • 124
-
facebook/w2v-bert-2.0
Feature Extraction • 0.6B • Updated • 3.44M • 204 -
facebook/metaclip-h14-fullcc2.5b
Zero-Shot Image Classification • 1.0B • Updated • 16.5k • 49 -
openai/clip-vit-large-patch14
Zero-Shot Image Classification • 0.4B • Updated • 7.22M • 1.97k -
Salesforce/blip-image-captioning-large
Image-to-Text • 0.5B • Updated • 732k • 1.45k