2023 Papers

Machine learning and AI research papers from 2023

Recent Popular 2024 2023 2022

GPT-4 Technical Report

2023 • 11543 citations

LLaMA: Open and Efficient Foundation Language Models

2023 • 11221 citations

L : Open Foundation and Fine-Tuned Chat Models

2023 • 10138 citations

Segment Anything

2023 • 6042 citations

BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

2023 • 3887 citations

Adding Conditional Control to Text-to-Image Diffusion Models

2023 • 3538 citations

3D Gaussian Splatting for Real-Time Radiance Field Rendering

2023 • 2934 citations

Direct Preference Optimization: Your Language Model is Secretly a Reward Model

2023 • 2887 citations

DINOv2: Learning Robust Visual Features without Supervision

2023 • 2619 citations

A Survey of Large Language Models

2023 • 2325 citations

Improved Baselines with Visual Instruction Tuning

2023 • 2189 citations

QLORA: Efficient Finetuning of Quantized LLMs

2023 • 2085 citations

SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

2023 • 1860 citations

MINIGPT-4: ENHANCING VISION-LANGUAGE UNDERSTANDING WITH ADVANCED LARGE LANGUAGE MODELS

2023 • 1785 citations

Mistral 7B

2023 • 1784 citations

InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

2023 • 1778 citations

Code Llama: Open Foundation Models for Code

2023 • 1700 citations

Generative Agents: Interactive Simulacra of Human Behavior

2023 • 1535 citations

Tree of Thoughts: Deliberate Problem Solving with Large Language Models

2023 • 1524 citations

Efficient Memory Management for Large Language Model Serving with PagedAttention

2023 • 1505 citations

PaLM-E: An Embodied Multimodal Language Model Scene Unde Visual Q&A Task and Motion Planning

2023 • 1468 citations

Toolformer: Language Models Can Teach Themselves to Use Tools

2023 • 1466 citations

QWEN TECHNICAL REPORT

2023 • 1383 citations

A Survey on Evaluation of Large Language Models

2023 • 1286 citations

SELF-REFINE: Iterative Refinement with Self-Feedback

2023 • 1273 citations

A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity

2023 • 1259 citations

Lost in the Middle: How Language Models Use Long Contexts

2023 • 1254 citations

Retrieval-Augmented Generation for Large Language Models: A Survey

2023 • 1248 citations

Universal and Transferable Adversarial Attacks on Aligned Language Models

2023 • 1120 citations

PaLM 2 Technical Report

2023 • 1097 citations

Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling

2023 • 1091 citations

FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

2023 • 1003 citations

A COMPREHENSIVE REVIEW OF YOLO ARCHITECTURES IN COMPUTER VISION: FROM YOLOV1 TO YOLOV8 AND YOLO-NAS PUBLISHED AS A JOURNAL PAPER AT MACHINE LEARNING AND KNOWLEDGE EXTRACTION

2023 • 1001 citations

G-EVAL: NLG Evaluation using GPT-4 with Better Human Alignment

2023 • 994 citations

A Survey on Large Language Model based Autonomous Agents

2023 • 988 citations

Reflexion: Language Agents with Verbal Reinforcement Learning

2023 • 964 citations

A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT

2023 • 907 citations

T2I-Adapter: Learning Adapters to Dig Out More Controllable Ability for Text-to-Image Diffusion Models

2023 • 905 citations

Diffusion Policy: Visuomotor Policy Learning via Action Diffusion

2023 • 883 citations

Benchmarking Graph Neural Networks

2023 • 880 citations

Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

2023 • 878 citations

WizardLM: Empowering Large Language Models to Follow Complex Instructions

2023 • 863 citations

Video-LLaMA An Instruction-tuned Audio-Visual Language Model for Video Understanding

2023 • 854 citations

mPLUG-Owl : Modularization Empowers Large Language Models with Multimodality

2023 • 843 citations

Logical quantum processor based on reconfigurable atom arrays

2023 • 832 citations

ScaleNet: An Unsupervised Representation Learning Method for Limited Information

2023 • 821 citations

CHATGPT OUTPERFORMS CROWD-WORKERS FOR TEXT-ANNOTATION TASKS

2023 • 814 citations

MMBench: Is Your Multi-modal Model an All-around Player?

2023 • 813 citations

Sigmoid Loss for Language Image Pre-Training

2023 • 788 citations

HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face

2023 • 780 citations

IMAGEBIND: One Embedding Space To Bind Them All

2023 • 774 citations

Consistency Models

2023 • 767 citations

Jailbroken: How Does LLM Safety Training Fail? Content Warning: This paper contains examples of harmful language

2023 • 762 citations

ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation

2023 • 747 citations

Let's Verify Step by Step

2023 • 736 citations

LIMA: Less Is More for Alignment

2023 • 712 citations

BloombergGPT: A Large Language Model for Finance

2023 • 704 citations

The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only The Falcon LLM team

2023 • 704 citations

VOYAGER: An Open-Ended Embodied Agent with Large Language Models

2023 • 697 citations

MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models

2023 • 696 citations

Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

2023 • 694 citations

Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation

2023 • 671 citations

Baichuan 2: Open Large-scale Language Models

2023 • 658 citations

ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders

2023 • 646 citations

MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

2023 • 644 citations

KOSMOS-2: Grounding Multimodal Large Language Models to the World

2023 • 641 citations

Unifying Large Language Models and Knowledge Graphs: A Roadmap

2023 • 641 citations

IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

2023 • 641 citations

StarCoder: may the source be with you!

2023 • 640 citations

SPANISH PRE-TRAINED BERT MODEL AND EVALUATION DATA

2023 • 637 citations

Evaluating Object Hallucination in Large Vision-Language Models

2023 • 635 citations

Is ChatGPT a General-Purpose Natural Language Processing Task Solver?

2023 • 629 citations

Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks

2023 • 620 citations

LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day

2023 • 591 citations

The Flan Collection: Designing Data and Methods for Effective Instruction Tuning T5-XL Flan 2022 T5-XL Flan 2021 T5-XL P3++ T5-XL SNI OPT-IML-Max 175B

2023 • 589 citations

TEACHING LARGE LANGUAGE MODELS TO SELF- DEBUG

2023 • 589 citations

Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers

2023 • 587 citations

Retrospective: Flipping Bits in Memory Without Accessing Them: An Experimental Study of DRAM Disturbance Errors

2023 • 581 citations

WizardCoder: Empowering Code Large Language Models with Evol-Instruct

2023 • 579 citations

Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models

2023 • 574 citations

Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting

2023 • 562 citations

EFFICIENT STREAMING LANGUAGE MODELS WITH ATTENTION SINKS

2023 • 559 citations

Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic

2023 • 556 citations

SparseGPT: Massive Language Models Can be Accurately Pruned in One-Shot

2023 • 555 citations

INSTRUCTION TUNING WITH GPT-4

2023 • 553 citations

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

2023 • 552 citations

TOOLLLM: FACILITATING LARGE LANGUAGE MODELS TO MASTER 16000+ REAL-WORLD APIS

2023 • 550 citations

OpenAssistant Conversations -Democratizing Large Language Model Alignment

2023 • 548 citations

Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond

2023 • 547 citations

DREAMGAUSSIAN: GENERATIVE GAUSSIAN SPLAT-TING FOR EFFICIENT 3D CONTENT CREATION

2023 • 544 citations

FACTSCORE: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation

2023 • 542 citations

SELF-RAG: LEARNING TO RETRIEVE, GENERATE, AND CRITIQUE THROUGH SELF-REFLECTION

2023 • 542 citations

How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection

2023 • 541 citations

MVDREAM: MULTI-VIEW DIFFUSION FOR 3D GENERATION

2023 • 537 citations

Improving Factuality and Reasoning in Language Models through Multiagent Debate

2023 • 537 citations

Extracting Training Data from Diffusion Models Equal contribution + Equal contribution † Equal contribution

2023 • 534 citations

REPLUG: Retrieval-Augmented Black-Box Language Models

2023 • 533 citations

GLIGEN: Open-Set Grounded Text-to-Image Generation

2023 • 532 citations

Students' Voices on Generative AI: Perceptions, Benefits, and Challenges in Higher Education

2023 • 530 citations

DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature

2023 • 529 citations

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