AI 연구 논문 데일리

Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Learning Getting-Up Policies for Real-World Humanoid Robots

ReLearn: Unlearning via Learning for Large Language Models

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models

How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training

IHEval: Evaluating Language Models on Following the Instruction Hierarchy

CRANE: Reasoning with constrained LLM generation

HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation

System Message Generation for User Preferences using Open-Source Models

Diffusion-Sharpening: Fine-tuning Diffusion Models with Denoising Trajectory Sharpening

Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation

Intuitive physics understanding emerges from self-supervised pretraining on natural videos

SURGE: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors

The Mirage of Model Editing: Revisiting Evaluation in the Wild

Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems

Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs

Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents

video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model

MagicArticulate: Make Your 3D Models Articulation-Ready

SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL

Dyve: Thinking Fast and Slow for Dynamic Process Verification

One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs

Cuckoo: An IE Free Rider Hatched by Massive Nutrition in LLM's Nest

Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarsity

EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling

Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning

PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning

ILIAS: Instance-Level Image retrieval At Scale

Can a Single Model Master Both Multi-turn Conversations and Tool Use? CALM: A Unified Conversational Agentic Language Model

Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking

Diffusion Models without Classifier-free Guidance

Towards Data-Efficient Pretraining for Atomic Property Prediction

Large Language Models and Mathematical Reasoning Failures

Data Valuation using Neural Networks for Efficient Instruction Fine-Tuning

Better Embeddings with Coupled Adam

ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability

Language Complexity Measurement as a Noisy Zero-Shot Proxy for Evaluating LLM Performance