Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models
Paper • 2410.02740 • Published • 53
Interesting Papers
These papers are interesting (to me)
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From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging
Paper • 2410.01215 • Published • 39 -
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models
Paper • 2409.17146 • Published • 121 -
EuroLLM: Multilingual Language Models for Europe
Paper • 2409.16235 • Published • 29 -
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs
Paper • 2409.14988 • Published • 22 -
MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines
Paper • 2409.12959 • Published • 38 -
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
Paper • 2409.04109 • Published • 48 -
Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise
Paper • 2410.03017 • Published • 29 -
Addition is All You Need for Energy-efficient Language Models
Paper • 2410.00907 • Published • 151 -
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
Paper • 2410.02707 • Published • 47 -
RevisEval: Improving LLM-as-a-Judge via Response-Adapted References
Paper • 2410.05193 • Published • 14 -
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models
Paper • 2411.04905 • Published • 127 -
ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning
Paper • 2411.05003 • Published • 71 -
DimensionX: Create Any 3D and 4D Scenes from a Single Image with Controllable Video Diffusion
Paper • 2411.04928 • Published • 56 -
DynaMem: Online Dynamic Spatio-Semantic Memory for Open World Mobile Manipulation
Paper • 2411.04999 • Published • 18 -
From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond
Paper • 2411.03590 • Published • 10 -
Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level
Paper • 2411.03562 • Published • 69 -
HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems
Paper • 2411.02959 • Published • 71 -
Zebra-Llama: A Context-Aware Large Language Model for Democratizing Rare Disease Knowledge
Paper • 2411.02657 • Published • 6 -
AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents
Paper • 2410.24024 • Published • 49 -
How Far is Video Generation from World Model: A Physical Law Perspective
Paper • 2411.02385 • Published • 34 -
Survey of Cultural Awareness in Language Models: Text and Beyond
Paper • 2411.00860 • Published • 24 -
Training-free Regional Prompting for Diffusion Transformers
Paper • 2411.02395 • Published • 25 -
DynaSaur: Large Language Agents Beyond Predefined Actions
Paper • 2411.01747 • Published • 37 -
Multi-expert Prompting Improves Reliability, Safety, and Usefulness of Large Language Models
Paper • 2411.00492 • Published • 6 -
OS-ATLAS: A Foundation Action Model for Generalist GUI Agents
Paper • 2410.23218 • Published • 49 -
DELTA: Dense Efficient Long-range 3D Tracking for any video
Paper • 2410.24211 • Published • 9 -
Precise and Dexterous Robotic Manipulation via Human-in-the-Loop Reinforcement Learning
Paper • 2410.21845 • Published • 16 -
Robots Pre-train Robots: Manipulation-Centric Robotic Representation from Large-Scale Robot Dataset
Paper • 2410.22325 • Published • 10 -
A Survey of Small Language Models
Paper • 2410.20011 • Published • 46 -
Animate-X: Universal Character Image Animation with Enhanced Motion Representation
Paper • 2410.10306 • Published • 57 -
AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant
Paper • 2410.18603 • Published • 32 -
LongReward: Improving Long-context Large Language Models with AI Feedback
Paper • 2410.21252 • Published • 19 -
Teach Multimodal LLMs to Comprehend Electrocardiographic Images
Paper • 2410.19008 • Published • 26 -
Unleashing Reasoning Capability of LLMs via Scalable Question Synthesis from Scratch
Paper • 2410.18693 • Published • 42 -
WorldSimBench: Towards Video Generation Models as World Simulators
Paper • 2410.18072 • Published • 19 -
DynamicCity: Large-Scale LiDAR Generation from Dynamic Scenes
Paper • 2410.18084 • Published • 13 -
SpectroMotion: Dynamic 3D Reconstruction of Specular Scenes
Paper • 2410.17249 • Published • 44 -
AutoTrain: No-code training for state-of-the-art models
Paper • 2410.15735 • Published • 59 -
FrugalNeRF: Fast Convergence for Few-shot Novel View Synthesis without Learned Priors
Paper • 2410.16271 • Published • 84 -
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation
Paper • 2410.13232 • Published • 44 -
MixEval-X: Any-to-Any Evaluations from Real-World Data Mixtures
Paper • 2410.13754 • Published • 76 -
MobA: A Two-Level Agent System for Efficient Mobile Task Automation
Paper • 2410.13757 • Published • 32 -
Exploring Model Kinship for Merging Large Language Models
Paper • 2410.12613 • Published • 21 -
Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free
Paper • 2410.10814 • Published • 51 -
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts
Paper • 2410.10626 • Published • 39 -
RedPajama: an Open Dataset for Training Large Language Models
Paper • 2411.12372 • Published • 58 -
Soft Robotic Dynamic In-Hand Pen Spinning
Paper • 2411.12734 • Published • 10 -
The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use
Paper • 2411.10323 • Published • 34 -
Sharingan: Extract User Action Sequence from Desktop Recordings
Paper • 2411.08768 • Published • 9 -
Hermes: A Large Language Model Framework on the Journey to Autonomous Networks
Paper • 2411.06490 • Published • 7 -
Large Language Models Can Self-Improve in Long-context Reasoning
Paper • 2411.08147 • Published • 65 -
CamemBERT 2.0: A Smarter French Language Model Aged to Perfection
Paper • 2411.08868 • Published • 13 -
GRAPE: Generalizing Robot Policy via Preference Alignment
Paper • 2411.19309 • Published • 47 -
On Domain-Specific Post-Training for Multimodal Large Language Models
Paper • 2411.19930 • Published • 30 -
Reverse Thinking Makes LLMs Stronger Reasoners
Paper • 2411.19865 • Published • 23 -
Large Language Model-Brained GUI Agents: A Survey
Paper • 2411.18279 • Published • 30 -
DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous Driving
Paper • 2411.15139 • Published • 15 -
ShowUI: One Vision-Language-Action Model for GUI Visual Agent
Paper • 2411.17465 • Published • 90 -
Star Attention: Efficient LLM Inference over Long Sequences
Paper • 2411.17116 • Published • 53 -
MH-MoE:Multi-Head Mixture-of-Experts
Paper • 2411.16205 • Published • 26 -
Patience Is The Key to Large Language Model Reasoning
Paper • 2411.13082 • Published • 7 -
SynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse Viewpoints
Paper • 2412.07760 • Published • 55 -
SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training
Paper • 2412.09619 • Published • 31 -
STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution
Paper • 2501.02976 • Published • 56 -
LTX-Video: Realtime Video Latent Diffusion
Paper • 2501.00103 • Published • 50 -
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM
Paper • 2501.00599 • Published • 46 -
On the Compositional Generalization of Multimodal LLMs for Medical Imaging
Paper • 2412.20070 • Published • 42 -
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs
Paper • 2412.21187 • Published • 40 -
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs
Paper • 2412.18925 • Published • 107 -
VideoRAG: Retrieval-Augmented Generation over Video Corpus
Paper • 2501.05874 • Published • 75 -
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs
Paper • 2501.06186 • Published • 65 -
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though
Paper • 2501.04682 • Published • 99 -
Agent Laboratory: Using LLM Agents as Research Assistants
Paper • 2501.04227 • Published • 95 -
Multimodal LLMs Can Reason about Aesthetics in Zero-Shot
Paper • 2501.09012 • Published • 10 -
VideoAuteur: Towards Long Narrative Video Generation
Paper • 2501.06173 • Published • 31 -
O1 Replication Journey -- Part 3: Inference-time Scaling for Medical Reasoning
Paper • 2501.06458 • Published • 31 -
Agent S2: A Compositional Generalist-Specialist Framework for Computer Use Agents
Paper • 2504.00906 • Published • 27 -
Distilling LLM Agent into Small Models with Retrieval and Code Tools
Paper • 2505.17612 • Published • 81 -
VeriThinker: Learning to Verify Makes Reasoning Model Efficient
Paper • 2505.17941 • Published • 25 -
Reasoning Model is Stubborn: Diagnosing Instruction Overriding in Reasoning Models
Paper • 2505.17225 • Published • 64 -
NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification
Paper • 2505.16938 • Published • 121 -
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning
Paper • 2505.16933 • Published • 34 -
Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models
Paper • 2505.14810 • Published • 62 -
Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding
Paper • 2505.16990 • Published • 22 -
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective
Paper • 2505.15045 • Published • 56 -
MMaDA: Multimodal Large Diffusion Language Models
Paper • 2505.15809 • Published • 98 -
Emerging Properties in Unified Multimodal Pretraining
Paper • 2505.14683 • Published • 134 -
Neurosymbolic Diffusion Models
Paper • 2505.13138 • Published • 36 -
The Aloe Family Recipe for Open and Specialized Healthcare LLMs
Paper • 2505.04388 • Published • 26 -
Latent Flow Transformer
Paper • 2505.14513 • Published • 29 -
Chain-of-Model Learning for Language Model
Paper • 2505.11820 • Published • 121 -
AdaptThink: Reasoning Models Can Learn When to Think
Paper • 2505.13417 • Published • 83 -
Model Merging in Pre-training of Large Language Models
Paper • 2505.12082 • Published • 39 -
Visual Planning: Let's Think Only with Images
Paper • 2505.11409 • Published • 57 -
Group Think: Multiple Concurrent Reasoning Agents Collaborating at Token Level Granularity
Paper • 2505.11107 • Published • 29 -
Parallel Scaling Law for Language Models
Paper • 2505.10475 • Published • 83 -
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think
Paper • 2505.10185 • Published • 26 -
Real2Render2Real: Scaling Robot Data Without Dynamics Simulation or Robot Hardware
Paper • 2505.09601 • Published • 6 -
Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging
Paper • 2505.05464 • Published • 11 -
Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models
Paper • 2505.04921 • Published • 187 -
Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning
Paper • 2507.16784 • Published • 123 -
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability
Paper • 2508.07050 • Published • 117 -
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent
Paper • 2508.05748 • Published • 142 -
A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
Paper • 2508.07407 • Published • 99 -
Voost: A Unified and Scalable Diffusion Transformer for Bidirectional Virtual Try-On and Try-Off
Paper • 2508.04825 • Published • 60 -
MolmoAct: Action Reasoning Models that can Reason in Space
Paper • 2508.07917 • Published • 45 -
Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation
Paper • 2508.05635 • Published • 73 -
A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence
Paper • 2507.21046 • Published • 85 -
villa-X: Enhancing Latent Action Modeling in Vision-Language-Action Models
Paper • 2507.23682 • Published • 24 -
GUI-G^2: Gaussian Reward Modeling for GUI Grounding
Paper • 2507.15846 • Published • 135 -
A Survey of Context Engineering for Large Language Models
Paper • 2507.13334 • Published • 263 -
MemOS: A Memory OS for AI System
Paper • 2507.03724 • Published • 166 -
Virtual Agent Economies
Paper • 2509.10147 • Published • 27 -
OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling
Paper • 2509.12201 • Published • 107 -
WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research
Paper • 2509.13312 • Published • 106 -
Scaling Agents via Continual Pre-training
Paper • 2509.13310 • Published • 117 -
PANORAMA: The Rise of Omnidirectional Vision in the Embodied AI Era
Paper • 2509.12989 • Published • 28 -
THOR: Tool-Integrated Hierarchical Optimization via RL for Mathematical Reasoning
Paper • 2509.13761 • Published • 16 -
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning
Paper • 2509.13305 • Published • 91 -
UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning
Paper • 2509.11543 • Published • 50 -
HuMo: Human-Centric Video Generation via Collaborative Multi-Modal Conditioning
Paper • 2509.08519 • Published • 130 -
MachineLearningLM: Continued Pretraining Language Models on Millions of Synthetic Tabular Prediction Tasks Scales In-Context ML
Paper • 2509.06806 • Published • 63 -
All You Need Is A Fuzzing Brain: An LLM-Powered System for Automated Vulnerability Detection and Patching
Paper • 2509.07225 • Published • 5 -
WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents
Paper • 2509.13309 • Published • 67 -
ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization
Paper • 2509.13313 • Published • 80 -
Towards General Agentic Intelligence via Environment Scaling
Paper • 2509.13311 • Published • 72 -
Democratizing AI scientists using ToolUniverse
Paper • 2509.23426 • Published • 40 -
LongCodeZip: Compress Long Context for Code Language Models
Paper • 2510.00446 • Published • 108 -
MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use
Paper • 2509.24002 • Published • 180 -
Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation
Paper • 2510.08673 • Published • 127 -
Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model
Paper • 2510.12276 • Published • 149 -
Detect Anything via Next Point Prediction
Paper • 2510.12798 • Published • 50 -
Robot Learning: A Tutorial
Paper • 2510.12403 • Published • 130 -
DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI
Paper • 2512.16676 • Published • 222 -
Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning
Paper • 2512.07461 • Published • 79 -
Visionary: The World Model Carrier Built on WebGPU-Powered Gaussian Splatting Platform
Paper • 2512.08478 • Published • 77 -
TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows
Paper • 2512.05150 • Published • 77 -
Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs
Paper • 2512.07525 • Published • 60 -
Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving
Paper • 2512.10739 • Published • 47 -
BEAVER: An Efficient Deterministic LLM Verifier
Paper • 2512.05439 • Published • 36 -
DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems
Paper • 2512.06749 • Published • 28 -
Memory in the Age of AI Agents
Paper • 2512.13564 • Published • 157 -
Step-GUI Technical Report
Paper • 2512.15431 • Published • 133 -
EgoX: Egocentric Video Generation from a Single Exocentric Video
Paper • 2512.08269 • Published • 123 -
QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management
Paper • 2512.12967 • Published • 111 -
Adaptation of Agentic AI
Paper • 2512.16301 • Published • 108