根据Zeta Alpha的整理，Top100论文是：

Title Tweets Citations Organizations Countries Org Types
AlphaFold Protein Structure Database: massively expanding the structural coverage of protein-sequence space with high-accuracy models   1331 European Molecular Biology Laboratory - Academia
ColabFold: making protein folding accessible to all   1138 Max Planck Institute for Multidisciplinary Sciences Germany Academia
A ConvNet for the 2020s 857.0 835 Meta, UC Berkeley USA, USA Industry, Academia
Hierarchical Text-Conditional Image Generation with CLIP Latents 105.0 718 OpenAI USA Industry
PaLM: Scaling Language Modeling with Pathways 445.0 426 Google USA Industry
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding 2462.0 390 Google USA Industry
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding 11.0 342 NVIDIA USA Industry
SignalP 6.0 predicts all five types of signal peptides using protein language models   274 Technical University of Denmark, ETH Zurich Denmark, Switzerland Academia, Academia
Swin Transformer V2: Scaling Up Capacity and Resolution 87.0 266 University of Science and Technology of China China Academia
Training language models to follow instructions with human feedback 448.0 254 OpenAI USA Industry
Chain of Thought Prompting Elicits Reasoning in Large Language Models 378.0 224 Google USA Industry
Flamingo: a Visual Language Model for Few-Shot Learning 71.0 218 DeepMind UK Industry
Classifier-Free Diffusion Guidance 53.0 194 Google USA Industry
Magnetic control of tokamak plasmas through deep reinforcement learning 0.0 194 DeepMind UK Industry
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language 0.0 191 Meta USA Industry
OPT: Open Pre-trained Transformer Language Models 812.0 187 Meta USA Industry
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation 79.0 184 Salesforce USA Industry
A Generalist Agent 231.0 180 DeepMind UK Industry
LaMDA: Language Models for Dialog Applications 473.0 180 Google USA Industry
CMT: Convolutional Neural Networks Meet Vision Transformers 0.0 172 University of Sydney Australia Academia
Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model 271.0 158 Microsoft USA Industry
What Makes Good In-Context Examples for GPT-3? 0.0 157 Duke University USA Academia
Ensemble unsupervised autoencoders and Gaussian mixture model for cyberattack detection   145 Ningbo University of Technology China Academia
Training Compute-Optimal Large Language Models   144 DeepMind UK Industry
Learning robust perceptive locomotion for quadrupedal robots in the wild 3.0 141 ETH Zurich Switzerland Academia
Do As I Can, Not As I Say: Grounding Language in Robotic Affordances 82.0 135 Google USA Industry
How Do Vision Transformers Work? 193.0 129 Yonsei University, NAVER South Korea, South Korea Academia, Industry
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs 30.0 127 Tsinghua University China Academia
Large Language Models are Zero-Shot Reasoners 862.0 124 University of Tokyo Japan Academia
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time 0.0 122 University of Washington USA Academia
Patches Are All You Need? 117.0 116 Carnegie Mellon University USA Academia
Competition-Level Code Generation with AlphaCode   113 DeepMind UK Industry
TensoRF: Tensorial Radiance Fields 73.0 110 ShanghaiTech University China Academia
Video Diffusion Models 0.0 103 Google USA Industry
Data Analytics for the Identification of Fake Reviews Using Supervised Learning   102 Dr. Babasaheb Ambedkar Marathwada University India Academia
Visual Prompt Tuning 26.0 102 Cornell University USA Academia
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection 15.0 100 Hong Kong University of Science and Technology Hong Kong Academia
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training 66.0 100 Nanjing University, Tencent China, China Academia, Industry
Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? 199.0 99 University of Washington, Meta USA, USA Academia, Industry
BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers 11.0 96 Nanjing University, Shanghai AI Lab China, China Academia, Academia
Conditional Prompt Learning for Vision-Language Models 51.0 93 Nanyang Technological University Singapore Academia
Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution 151.0 93 Stanford University USA Academia
Measuring and Improving the Use of Graph Information in Graph Neural Networks 1.0 93 Chinese University of Hong Kong Hong Kong Academia
Exploring Plain Vision Transformer Backbones for Object Detection 205.0 91 Meta USA Industry
GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation 26.0 90 Mila, University of Montreal Canada, Canada Academia, Academia
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework 91.0 88 Alibaba Group China Industry
Block-NeRF: Scalable Large Scene Neural View Synthesis 641.0 86 UC Berkeley USA Academia
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents 24.0 86 UC Berkeley USA Academia
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models 881.0 81 University of Notre Dame USA Academia
Outracing champion Gran Turismo drivers with deep reinforcement learning   80 Sony Japan Industry
BC-Z: Zero-Shot Task Generalization with Robotic Imitation Learning 10.0 77 Google USA Industry
DN-DETR: Accelerate DETR Training by Introducing Query DeNoising 0.0 74 Hong Kong University of Science and Technology Hong Kong Academia
Equivariant Diffusion for Molecule Generation in 3D 131.0 73 University of Amsterdam Netherlands Academia
Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images 6.0 73 NVIDIA USA Industry
GPT-NeoX-20B: An Open-Source Autoregressive Language Model 50.0 72 EleutherAI - Industry
Online reinforcement learning multiplayer non-zero sum games of continuous-time Markov jump linear systems   72 Anhui University China Academia
Detecting Twenty-thousand Classes using Image-level Supervision 35.0 70 Meta USA Industry
Image fusion in the loop of high-level vision tasks: A semantic-aware real-time infrared and visible image fusion network   68 Wuhan University China Academia
LAION-5B: An open large-scale dataset for training next generation image-text models 53.0 66 LAION Germany Industry
Denoising Diffusion Restoration Models 0.0 65 Technion Israel Academia
VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance 175.0 64 EleutherAI - Industry
CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields 33.0 63 City University of Hong Kong Hong Kong Academia
Solving Quantitative Reasoning Problems with Language Models 139.0 63 Google USA Industry
Masked Autoencoders As Spatiotemporal Learners 120.0 61 Meta USA Industry
Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language 499.0 59 Google USA Industry
ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond 2.0 59 University of Sydney Australia Academia
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks 178.0 58 Microsoft USA Industry
Language-driven Semantic Segmentation 95.0 57 Cornell University USA Academia
Vision-Language Pre-Training with Triple Contrastive Learning 34.0 56 University of Texas at Arlington USA Academia
Deep Reinforcement Learning-Based Path Control and Optimization for Unmanned Ships   55 Tongji University China Academia
EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction 208.0 54 MIT USA Academia
Omnivore: A Single Model for Many Visual Modalities 89.0 54 Meta USA Industry
Quantifying Memorization Across Neural Language Models 106.0 54 Google USA Industry
DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection 36.0 53 Johns Hopkins University USA Academia
Genetic Algorithm-Based Trajectory Optimization for Digital Twin Robots   53 Wuhan University of Science and Technology China Academia
Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors 280.0 53 Meta USA Industry
Discovering faster matrix multiplication algorithms with reinforcement learning   52 DeepMind UK Industry
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation 221.0 52 Google, Boston University USA, USA Industry, Academia
PETR: Position Embedding Transformation for Multi-View 3D Object Detection 4.0 52 Megvii China Industry
Protein structure predictions to atomic accuracy with AlphaFold   51 DeepMind UK Industry
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges 2.0 50 Queen Mary University of London UK Academia
HumanNeRF: Free-viewpoint Rendering of Moving People from Monocular Video 72.0 50 University of Washington USA Academia
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models 38.0 49 University of Hong Kong Hong Kong Academia
A Systematic Evaluation of Large Language Models of Code 61.0 48 Carnegie Mellon University USA Academia
Robust Speech Recognition via Large-Scale Weak Supervision 40.0 48 OpenAI USA Industry
Diffusion Models: A Comprehensive Survey of Methods and Applications 274.0 47 Peking University China Academia
Can language models learn from explanations in context? 113.0 46 DeepMind UK Industry
NELA-GT-2021: A Large Multi-Labelled News Dataset for The Study of Misinformation in News Articles 9.0 46 Rensselaer Polytechnic Institute USA Academia
ActionFormer: Localizing Moments of Actions with Transformers 0.0 44 Nanjing University, 4Paradigm Inc. China, China Academia, Industry
Least-to-Most Prompting Enables Complex Reasoning in Large Language Models   44 Google USA Industry
Diffusion-LM Improves Controllable Text Generation 253.0 43 Stanford University USA Academia
Overview of The Shared Task on Homophobia and Transphobia Detection in Social Media Comments 0.0 41 National University of Ireland Galway Ireland Academia
Text and Code Embeddings by Contrastive Pre-Training 23.0 40 OpenAI USA Industry
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality 125.0 40 Hugging Face USA Industry
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model 325.0 39 BigScience Team France Industry
Red Teaming Language Models with Language Models 40.0 39 DeepMind, New York University UK, USA Industry, Academia
Transformer Memory as a Differentiable Search Index 372.0 39 Google USA Industry
Torsional Diffusion for Molecular Conformer Generation 109.0 38 MIT USA Academia
Unified Contrastive Learning in Image-Text-Label Space 66.0 37 Microsoft USA Industry
Benchmarking Generalization via In-Context Instructions on 1, 600+ Language Tasks 149.0 36 University of Washington USA Academia

按数量，Google、Meta和微软排在前三，国内只有清华大学上榜：

从论文质量（进入Top100的比例）来看，OpenAI果然是非常出众的：

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