Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models
Paper
•
2410.02740
•
Published
•
52
Interesting Papers
These papers are interesting (to me)
-
-
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging
Paper • 2410.01215 • Published • 30 -
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models
Paper • 2409.17146 • Published • 103 -
EuroLLM: Multilingual Language Models for Europe
Paper • 2409.16235 • Published • 24 -
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs
Paper • 2409.14988 • Published • 21 -
MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines
Paper • 2409.12959 • Published • 36 -
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
Paper • 2409.04109 • Published • 43 -
Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise
Paper • 2410.03017 • Published • 25 -
Addition is All You Need for Energy-efficient Language Models
Paper • 2410.00907 • Published • 144 -
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
Paper • 2410.02707 • Published • 48 -
RevisEval: Improving LLM-as-a-Judge via Response-Adapted References
Paper • 2410.05193 • Published • 12 -
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models
Paper • 2411.04905 • Published • 109 -
ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning
Paper • 2411.05003 • Published • 69 -
DimensionX: Create Any 3D and 4D Scenes from a Single Image with Controllable Video Diffusion
Paper • 2411.04928 • Published • 48 -
DynaMem: Online Dynamic Spatio-Semantic Memory for Open World Mobile Manipulation
Paper • 2411.04999 • Published • 16 -
From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond
Paper • 2411.03590 • Published • 9 -
Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level
Paper • 2411.03562 • Published • 60 -
HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems
Paper • 2411.02959 • Published • 64 -
Zebra-Llama: A Context-Aware Large Language Model for Democratizing Rare Disease Knowledge
Paper • 2411.02657 • Published • 5 -
AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents
Paper • 2410.24024 • Published • 48 -
How Far is Video Generation from World Model: A Physical Law Perspective
Paper • 2411.02385 • Published • 32 -
Survey of Cultural Awareness in Language Models: Text and Beyond
Paper • 2411.00860 • Published • 23 -
Training-free Regional Prompting for Diffusion Transformers
Paper • 2411.02395 • Published • 24 -
DynaSaur: Large Language Agents Beyond Predefined Actions
Paper • 2411.01747 • Published • 13 -
Multi-expert Prompting Improves Reliability, Safety, and Usefulness of Large Language Models
Paper • 2411.00492 • Published • 5 -
OS-ATLAS: A Foundation Action Model for Generalist GUI Agents
Paper • 2410.23218 • Published • 46 -
DELTA: Dense Efficient Long-range 3D Tracking for any video
Paper • 2410.24211 • Published • 8 -
Precise and Dexterous Robotic Manipulation via Human-in-the-Loop Reinforcement Learning
Paper • 2410.21845 • Published • 11 -
Robots Pre-train Robots: Manipulation-Centric Robotic Representation from Large-Scale Robot Dataset
Paper • 2410.22325 • Published • 9 -
A Survey of Small Language Models
Paper • 2410.20011 • Published • 38 -
Animate-X: Universal Character Image Animation with Enhanced Motion Representation
Paper • 2410.10306 • Published • 52 -
AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant
Paper • 2410.18603 • Published • 30 -
LongReward: Improving Long-context Large Language Models with AI Feedback
Paper • 2410.21252 • Published • 16 -
Teach Multimodal LLMs to Comprehend Electrocardiographic Images
Paper • 2410.19008 • Published • 22 -
Unleashing Reasoning Capability of LLMs via Scalable Question Synthesis from Scratch
Paper • 2410.18693 • Published • 40 -
WorldSimBench: Towards Video Generation Models as World Simulators
Paper • 2410.18072 • Published • 17 -
DynamicCity: Large-Scale LiDAR Generation from Dynamic Scenes
Paper • 2410.18084 • Published • 12 -
SpectroMotion: Dynamic 3D Reconstruction of Specular Scenes
Paper • 2410.17249 • Published • 39 -
AutoTrain: No-code training for state-of-the-art models
Paper • 2410.15735 • Published • 57 -
FrugalNeRF: Fast Convergence for Few-shot Novel View Synthesis without Learned Priors
Paper • 2410.16271 • Published • 80 -
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation
Paper • 2410.13232 • Published • 40 -
MixEval-X: Any-to-Any Evaluations from Real-World Data Mixtures
Paper • 2410.13754 • Published • 74 -
MobA: A Two-Level Agent System for Efficient Mobile Task Automation
Paper • 2410.13757 • Published • 31 -
Exploring Model Kinship for Merging Large Language Models
Paper • 2410.12613 • Published • 19 -
Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free
Paper • 2410.10814 • Published • 48 -
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts
Paper • 2410.10626 • Published • 37