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Embodied.cpp - A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots
AgenticSTS - A Bounded-Memory Testbed for Long-Horizon LLM Agents
OrbitQuant - Data-Agnostic Quantization for Image and Video Diffusion Transformers
Verbalizable Representations Form a Global Workspace in Language Models
Multi-Resolution Flow Matching - Training-Free Diffusion Acceleration via Staged Sampling
ELDR - Expert-Locality-Aware Decode Routing for PD-Disaggregated MoE Serving
MemSyco-Bench - Benchmarking Sycophancy in Agent Memory
Program-as-Weights - A Programming Paradigm for Fuzzy Functions
EvoPolicyGym - Evaluating Autonomous Policy Evolution in Interactive Environments
LiveEdit - Towards Real-Time Diffusion-Based Streaming Video Editing
TUA-Bench - A Benchmark for General-Purpose Terminal-Use Agents
Scaling the Horizon, Not the Parameters - Reaching Trillion-Parameter Performance with a 35B Agent
Agentic Abstention - Do Agents Know When to Stop Instead of Act?
Wan-Streamer v0.1 - End-to-end Real-time Interactive Foundation Models
Escaping the Self-Confirmation Trap - An Execute-Distill-Verify Paradigm for Agentic Experience Learning
Improved Large Language Diffusion Models
JetSpec - Breaking the Scaling Ceiling of Speculative Decoding with Parallel Tree Drafting
In-Context World Modeling for Robotic Control
DanceOPD - On-Policy Generative Field Distillation
OPID - On-Policy Skill Distillation for Agentic Reinforcement Learning
NatureBench - Can Coding Agents Match the Published SOTA of Nature-Family Papers
The Verification Horizon - No Silver Bullet for Coding Agent Rewards
EnterpriseClawBench - Benchmarking Agents from Real Workplace Sessions
Qwen-AgentWorld - Language World Models for General Agents
Are We Ready For An Agent-Native Memory System
AOHP - An Open-Source OS-Level Agent Harness for Personalized, Efficient and Secure Interaction
Unlimited OCR Works - Welcome the Era of One-shot Long-horizon Parsing
ACE-Ego-0 - Unifying Egocentric Human and Robotic Data for VLA Pretraining
PlanBench-XL - Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems
PerceptionDLM - Parallel Region Perception with Multimodal Diffusion Language Models
GateMem - Benchmarking Memory Governance in Multi-Principal Shared-Memory Agents
Zone of Proximal Policy Optimization - Teacher in Prompts, Not Gradients
Learning from the Self-future - On-policy Self-distillation for dLLMs
DragMesh-2 - Physically Plausible Dexterous Hand-Object Interaction with Articulated Objects
Looped World Models
LoopCoder-v2 - Only Loop Once for Efficient Test-Time Computation Scaling
Moebius - 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance
Beyond the Current Observation - Evaluating Multimodal Large Language Models in Controllable Non-Markov Games
VibeThinker-3B - Exploring the Frontier of Verifiable Reasoning in Small Language Models
GameCraft-Bench - Can Agents Build Playable Games End-to-End in a Real Game Engine?
HyGRAG - A Unified Framework for Context-Aware and Relation-Aware Graph Retrieval-Augmented Generation
SpatialClaw - Rethinking Action Interface for Agentic Spatial Reasoning
FastContext - Training Efficient Repository Explorer for Coding Agents
HYDRA-X - Native Unified Multimodal Models with Holistic Visual Tokenizers
Memento - Reconstruct to Remember for Consistent Long Video Generation
From AGI to ASI
DreamX-World 1.0 - A General-Purpose Interactive World Model
MiniMax Sparse Attention
OmniDirector - General Multi-Shot Camera Cloning without Cross-Paired Data
Agents' Last Exam
EvoArena - Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments
Orchestra-o1 - Omnimodal Agent Orchestration
ABot-Earth 0.5 - Generative 3D Earth Model
On the Scaling of PEFT - Towards Million Personal Models of Trillion Parameters
Crafter - A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs
Gated Attention for Large Language Models - Non-linearity, Sparsity, and Attention-Sink-Free
Rethinking the Divergence Regularization in LLM RL
Optical Reasoning - Rethinking Images as an Expressive Reasoning Medium Beyond Text
MinerU2.5 - Document Parsing Vision-Language Model
Artificial Hivemind - The Open-Ended Homogeneity of Language Models (and Beyond)
RAG-Anything - All-in-One RAG Framework
Do Transformers Need Three Projections - Systematic Study of QKV Variants
SpatialWorld - Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-World Tasks
NVIDIA Nemotron 3 Ultra
When AI Builds Itself - Anthropic의 재귀적 자기개선 경고
Recursive Language Models
Generative Criticality in Large Language Model Temperature Scaling
Agent Memory - Characterization and System Implications of Stateful Long-Horizon Workloads
MARDoc - A Memory-Aware Refinement Agent Framework for Multimodal Long Document QA
Holo3.1 - Fast and Local Computer Use Agents
ReasoningFlow - Discourse Structures for Understanding LLM Reasoning Traces
The Self-Correction Illusion - LLMs Correct Others but Not Themselves
Autoregressive Diffusion World Models for Off-Policy Evaluation of LLM Agents
The Deterministic Horizon - When Extended Reasoning Fails and Tool Delegation Becomes Necessary
Audio Interaction Model
Quantized Reasoning Models Think They Need to Think Longer, but They Do Not
Cosmos 3 - Omnimodal World Models for Physical AI
MMG2Skill - Can Agents Distill In-the-Wild Guides into Self-Evolving Skills
MetaForge - A Self-Evolving Multimodal Agent that Retrieves, Adapts, and Forges Tools On Demand
HLL - Can Agents Cross Humanity's Last Line of Verification
awesome-architecture - 코드 대신 아키텍처를 가르치는 오픈소스 지식 베이스
Enhancing Train-Free Infinite-Frame Generation for Consistent Long Videos
Self-Manager - Parallel Agent Loop for Long-form Deep Research
Video2GUI - Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining
The Era of Agentic Organization - Learning to Organize with Language Models
FlowCompile - An Optimizing Compiler for Structured LLM Workflows
LongMemEval-V2 - Evaluating Long-Term Agent Memory Toward Experienced Colleagues
ProgramBench - Can Language Models Rebuild Programs From Scratch
World Action Models - The Next Frontier in Embodied AI
Model-Agnostic Lifelong LLM Safety via Externalized Attack-Defense Co-Evolution
Nested Learning - The Illusion of Deep Learning Architectures
OmniNFT - Modality-wise Omni Diffusion Reinforcement for Joint Audio-Video Generation
Predictive Maps of Multi-Agent Reasoning - A Successor-Representation Spectrum for LLM Communication Topologies
SenseNova-U1 - Unifying Multimodal Understanding and Generation with NEO-unify Architecture
Soohak - A Mathematician-Curated Benchmark for Evaluating Research-level Math Capabilities of LLMs
Subliminal Learning - Language Models Transmit Behavioral Traits via Hidden Signals in Data
HeavySkill - Heavy Thinking as the Inner Skill in Agentic Harness
KisMATH - Do LLMs Have Knowledge of Implicit Structures in Mathematical Reasoning
NVIDIA Nemotron-Personas-Korea
Recursive Multi-Agent Systems
World-R1 - Reinforcing 3D Constraints for Text-to-Video Generation
Dive into Claude Code The Design Space of AI Agent Systems
Think in Strokes, Not Pixels - Process-Driven Image Generation via Interleaved Reasoning
Representation Alignment for Just Image Transformers is not Easier than You Think
MA-EgoQA - Question Answering over Egocentric Videos from Multiple Embodied Agents
OpenClaw-RL - Train Any Agent Simply by Talking
Thinking to Recall - How Reasoning Unlocks Parametric Knowledge in LLMs
OmniLottie - Generating Vector Animations via Parameterized Lottie Tokens
SkillOrchestra - Learning to Route Agents via Skill Transfer
Kimi k2.5 - 200만 토큰의 멀티모달 에이전트
Deep Delta Learning
Seedream 4.0 Toward Next-generation Multimodal Image Generation
Souper-Model How Simple Arithmetic Unlocks State-of-the-Art LLM Performance
Black-Box On-Policy Distillation of Large Language Models
Depth Anything 3 Recovering the Visual Space from Any Views
LeJEPA Provable and Scalable Self-Supervised Learning Without the Heuristics
Kosmos An AI Scientist for Autonomous Discovery
Context Engineering 2.0 - The Context of Context Engineering
Kimi Linear An Expressive, Efficient Attention Architecture
Emu3.5 Native Multimodal Models are World Learners
Exploring Conditions for Diffusion Models in Robotic Control
Real Deep Research for AI, Robotics and Beyond
A Survey of Data Agents Emerging Paradigm or Overstated Hype
The Free Transformer
A Definition of AGI
FineVision Open Data Is All You Need
DeepSeek-OCR Contexts Optical Compression
Detect Anything via Next Point Prediction
MCPMark A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use
The Dragon Hatchling The Missing Link between the Transformer and Models of the Brain
VFF-Net Evolving forward–forward algorithms into convolutional neural networks for enhanced computational insights
Diffusion Transformers with Representation Autoencoders
Training-Free Group Relative Policy Optimization
Pushing on Multilingual Reasoning Models with Language-Mixed Chain-of-Thought
Meta-Awareness Enhances Reasoning Models Self-Alignment Reinforcement Learning
Agent Learning via Early Experience
FAST-DLLM V2 Efficient Block-Diffusion LLM
Less is More Recursive Reasoning with Tiny Networks
Efficient Multi-modal Large Language Models via Progressive Consistency Distillation
CoDA Agentic Systems for Collaborative Data Visualization
Video models are zero-shot learners and reasoners
Soft Tokens, Hard Truths
Sharing is Caring Efficient LM Post-Training with Collective RL Experience Sharing
Why Language Models Hallucinate
Hunyuan3D Studio End-to-End AI Pipeline for Game-Ready 3D Asset Generation
DINOv3
Prefix-Tuning Optimizing Continuous Prompts for Generation
You Only Look Once, Unified Real-Time Object Detection
Attention Is All You Need
EXAONE 4.0 Unified Large Language Models Integrating Non-reasoning and Reasoning Modes
군중 상황에서 정확한 다중 사람의 자세 인식을 위한 군중 자세 주석 데이터 세트
