AI 연구 논문 데일리

Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free

LLMtimesMapReduce: Simplified Long-Sequence Processing using Large Language Models

Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts

What Matters in Transformers? Not All Attention is Needed

MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

LVD-2M: A Long-take Video Dataset with Temporally Dense Captions

MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models

Efficient Diffusion Models: A Comprehensive Survey from Principles to Practices

SecCodePLT: A Unified Platform for Evaluating the Security of Code GenAI

EchoPrime: A Multi-Video View-Informed Vision-Language Model for Comprehensive Echocardiography Interpretation

NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models

Agent-as-a-Judge: Evaluate Agents with Agents

GS^3: Efficient Relighting with Triple Gaussian Splatting

SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning

Towards Synergistic, Generalized, and Efficient Dual-System for Robotic Manipulation

Towards Natural Image Matting in the Wild via Real-Scenario Prior

Empirical Study of Mutual Reinforcement Effect and Application in Few-shot Text Classification Tasks via Prompt

MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval