2024 Papers

Intelligent Clinical Documentation: Harnessing Generative AI for Patient-Centric Clinical Note Generation

2024 • 938 citations

YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

2024 • 876 citations

Mixtral of Experts

2024 • 867 citations

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone Microsoft

2024 • 861 citations

QWEN2 TECHNICAL REPORT

2024 • 666 citations

YOLOv10: Real-Time End-to-End Object Detection

2024 • 632 citations

Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

2024 • 608 citations

Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

2024 • 579 citations

DeepSeek-Coder: When the Large Language Model Meets Programming -The Rise of Code Intelligence

2024 • 551 citations

SAM 2: Segment Anything in Images and Videos

2024 • 529 citations

VMamba: Visual State Space Model

2024 • 517 citations

Gemma 2: Improving Open Language Models at a Practical Size

2024 • 503 citations

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

2024 • 448 citations

How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

2024 • 447 citations

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

2024 • 433 citations

LLaVA-OneVision: Easy Visual Task Transfer

2024 • 420 citations

KTO: Model Alignment as Prospect Theoretic Optimization

2024 • 393 citations

ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

2024 • 386 citations

Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

2024 • 383 citations

KAN: Kolmogorov-Arnold Networks

2024 • 380 citations

Gemma: Open Models Based on Gemini Research and Technology

2024 • 366 citations

GPT-4o System Card

2024 • 354 citations

Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

2024 • 349 citations

2D Gaussian Splatting for Geometrically Accurate Radiance Fields

2024 • 341 citations

DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

2024 • 321 citations

TinyLlama: An Open-Source Small Language Model

2024 • 320 citations

OLMo : Accelerating the Science of Language Models

2024 • 317 citations

CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

2024 • 306 citations

LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation

2024 • 303 citations

Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks

2024 • 300 citations

Improving Online Algorithms via ML Predictions *

2024 • 299 citations

WORLDSIMBENCH: TOWARDS VIDEO GENERATION MODELS AS WORLD SIMULATORS

2024 • 299 citations

Large Language Models: A Survey

2024 • 296 citations

SimPO: Simple Preference Optimization with a Reference-Free Reward

2024 • 287 citations

DoRA: Weight-Decomposed Low-Rank Adaptation

2024 • 285 citations

LLAMAFACTORY: Unified Efficient Fine-Tuning of 100+ Language Models

2024 • 284 citations

Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators

2024 • 282 citations

HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

2024 • 275 citations

Self-Rewarding Language Models

2024 • 268 citations

From Local to Global: A Graph RAG Approach to Query-Focused Summarization

2024 • 256 citations

DeepSeek LLM Scaling Open-Source Language Models with Longtermism

2024 • 253 citations

MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies

2024 • 251 citations

UAV Networks Surveillance Implementing an Effective Load-Aware Multipath Routing Protocol (ELAMRP)

2024 • 249 citations

Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation

2024 • 248 citations

VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models

2024 • 243 citations

DeepSeek-VL: Towards Real-World Vision-Language Understanding

2024 • 240 citations

Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

2024 • 239 citations

Depth Anything V2

2024 • 238 citations

Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

2024 • 236 citations

Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

2024 • 235 citations

How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs This paper contains jailbreak contents that can be offensive in nature

2024 • 229 citations

BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

2024 • 228 citations

MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

2024 • 227 citations

Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs

2024 • 227 citations

Chameleon: Mixed-Modal Early-Fusion Foundation Models

2024 • 222 citations

InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Models

2024 • 219 citations

MEDUSA: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads

2024 • 219 citations

Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models

2024 • 217 citations

A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications

2024 • 216 citations

VideoMamba: State Space Model for Efficient Video Understanding

2024 • 214 citations

VM-UNet: Vision Mamba UNet for Medical Image Segmentation

2024 • 210 citations

Zero-shot Identity-Preserving Generation in Seconds

2024 • 208 citations

YOLO-World: Real-Time Open-Vocabulary Object Detection

2024 • 206 citations

Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

2024 • 204 citations

Latte: Latent Diffusion Transformer for Video Generation

2024 • 201 citations

Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models

2024 • 199 citations

Large Language Model based Multi-Agents: A Survey of Progress and Challenges

2024 • 197 citations

RULER: What's the Real Context Size of Your Long-Context Language Models?

2024 • 195 citations

VideoLLaMA 2 Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs

2024 • 190 citations

Are We on the Right Way for Evaluating Large Vision-Language Models?

2024 • 189 citations

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

2024 • 189 citations

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

2024 • 182 citations

Jamba: A Hybrid Transformer-Mamba Language Model

2024 • 180 citations

GPT-4V(ision) is a Generalist Web Agent, if Grounded

2024 • 178 citations

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

2024 • 177 citations

Hallucination is Inevitable: An Innate Limitation of Large Language Models

2024 • 176 citations

MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training

2024 • 175 citations

ORPO: Monolithic Preference Optimization without Reference Model

2024 • 173 citations

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

2024 • 172 citations

Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation

2024 • 170 citations

Retrieval-Augmented Generation for AI-Generated Content: A Survey

2024 • 166 citations

Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

2024 • 165 citations

MambaIR: A Simple Baseline for Image Restoration with State-Space Model

2024 • 162 citations

SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation

2024 • 161 citations

STAR: A Benchmark for Situated Reasoning in Real-World Videos

2024 • 161 citations

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

2024 • 160 citations

LocalMamba: Visual State Space Model with Windowed Selective Scan

2024 • 158 citations

A Survey on 3D Gaussian Splatting

2024 • 157 citations

SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities

2024 • 157 citations

Quantum computing with Qiskit

2024 • 156 citations

LLaVA-CoT: Let Vision Language Models Reason Step-by-Step

2024 • 153 citations

MM-LLMs: Recent Advances in MultiModal Large Language Models

2024 • 153 citations

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

2024 • 153 citations

A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models

2024 • 151 citations

Universal Manipulation Interface: In-The-Wild Robot Teaching Without In-The-Wild Robots

2024 • 150 citations

RAFT: Adapting Language Model to Domain Specific RAG

2024 • 150 citations

Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers

2024 • 149 citations

DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset

2024 • 148 citations

KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization

2024 • 147 citations

InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models

2024 • 147 citations

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