HuggingFace
RL-Index: Reinforcement Learning for Retrieval Index Reasoning
Retrieving external knowledge is essential for solving real-world tasks, yet it remains challenging when the relation...
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HuggingFace
ShutterMuse: Capture-Time Photography Guidance with MLLMs
Real-world photography requires capture-time guidance for both camera framing and subject pose. Yet existing aestheti...
HuggingFace
MVTrack4Gen: Multi-View Point Tracking as Geometric Supervision for 4D Video Generation
Synthesizing a novel-view video from a monocular reference video along a target camera trajectory requires both geome...
HuggingFace
Constraint Tax in Open-Weight LLMs: An Empirical Study of Tool Calling Suppression Under Structured Output Constraints
Tool Calling and Structured Output are two core capabilities of modern Agent systems, yet their interaction under joi...
HuggingFace
ChartWalker: Benchmarking the Cross-Chart RAG Task
Cross-Chart Retrieval-Augmented Generation (RAG) is critical for complex multi-modal analytical tasks in scientific, ...
HuggingFace
AGORA: An Archive-Grounded Benchmark for Agentic Workplace Document Reasoning
Large language models are increasingly deployed as agents that reason over documents rather than answer from parametr...
HuggingFace
Semantic Browsing: Controllable Diversity for Image Generation
Modern text-to-image models excel in visual fidelity and prompt adherence. However, this strict adherence comes at th...
HuggingFace
Multi4D: High-Fidelity Dynamic Gaussian Splatting via Multi-Level Competitive Allocation
Dynamic 3D Gaussian splatting faces a fundamental tension between motion consistency and visual fidelity. Deformation...
HuggingFace
InSight: Self-Guided Skill Acquisition via Steerable VLAs
Vision-language-action (VLA) models can learn manipulation skills from demonstrations, but their capabilities are bou...
HuggingFace
Critique of Agent Model
What is an agent? What constitutes agency? With the rise of Large Language Model (LLM) systems marketed as ``coding a...
HuggingFace
VeriEvol: Scaling Multimodal Mathematical Reasoning via Verifiable Evol-Instruct
Scaling reinforcement learning for visual mathematical reasoning requires more than generating harder questions: as d...
HuggingFace
MEMPROBE: Probing Long-Term Agent Memory via Hidden User-State Recovery
Long-term memory promises LLM agents that grow more capable across sessions, maintaining an accurate, evolving unders...