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AI Reference

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    2018 Turing Award

    Geoffrey Hinton | 06 Dec 1947

    3D face

    Beyond 3DMM - Learning to Capture High-fidelity 3D Face Shape | 09 Apr 2022

    3D face dataset

    Beyond 3DMM - Learning to Capture High-fidelity 3D Face Shape | 09 Apr 2022

    3DMM

    Beyond 3DMM - Learning to Capture High-fidelity 3D Face Shape | 09 Apr 2022

    ACL

    Get to the Point - Summarization with Pointer-generator Networks | 30 Jul 2017

    ACM

    Rapsai - Accelerating Machine Learning Prototyping of Multimedia Applications through Visual Programming - Visual Blocks | 29 Apr 2023

    AGI

    The Future of Fundamental Science Led by Generative Closed-loop Artificial Intelligence | 29 Aug 2023
    Consciousness in Artificial Intelligence - Insights From the Science of Consciousness | 22 Aug 2023

    AI

    AI Courses | 23 Mar 2024
    AI Tools | 22 Oct 2023
    AutoMix - Automatically Mixing Language Models | 19 Oct 2023
    AgentTuning - Enabling Generalized Agent Abilities for LLMs | 19 Oct 2023
    OpenAgents - An Open Platform for Language Agents in the Wild | 16 Oct 2023
    A Survey of Chain of Thought Reasoning - Advances, Frontiers and Future | 16 Oct 2023
    Waymax - an Accelerated, Data-driven Simulator for Large-scale Autonomous Driving Research | 12 Oct 2023
    Reason for Future, Act for Now - a Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency | 12 Oct 2023
    MemGPT - Towards LLMs as Operating Systems | 12 Oct 2023
    The Dawn of LMMs - Preliminary Explorations with GPT-4V(ision) | 11 Oct 2023
    Learning Interactive Real-World Simulators | 09 Oct 2023
    Fireact - Toward Language Agent Fine-tuning | 09 Oct 2023
    Language Agent Tree Search Unifies Reason- Ing Acting and Planning in Language Models | 06 Oct 2023
    DSPy - Compiling Declarative Language Model Calls Into Self-improving Pipelines | 05 Oct 2023
    Improved Baselines with Visual Instruction Tuning | 05 Oct 2023
    Self-Taught Optimizer (STOP) - Recursively Self-Improving Code Generation | 03 Oct 2023
    Large Language Models Cannot Self-Correct Reasoning yet | 03 Oct 2023
    AutoGen - Enabling Next-Gen LLM Applications via Multi-Agent Conversation | 03 Oct 2023
    Effective Long-Context Scaling | 27 Sep 2023
    GPT-4V(ision) System Card | 25 Sep 2023
    Best Humans Still Outperform Artifcial Intelligence in a Creative Divergent Thinking Task | 14 Sep 2023
    NExT-GPT | 13 Sep 2023
    Hypothesis Search - Inductive Reasoning with Language Models | 11 Sep 2023
    The Future of Fundamental Science Led by Generative Closed-loop Artificial Intelligence | 29 Aug 2023
    Consciousness in Artificial Intelligence - Insights From the Science of Consciousness | 22 Aug 2023
    Generative Agents - Interactive Simulacra of Human Behavior | 06 Aug 2023
    Attention Is All You Need | 02 Aug 2023
    Blip-2 - Bootstrapping Language-image Pre-training with Frozen Image Encoders and Large Language Models | 15 Jun 2023
    Pythia - A Suite for Analyzing Large Language Models Across Training and Scaling | 31 May 2023
    A Survey on Efficient Training of Transformers | 04 May 2023
    Rapsai - Accelerating Machine Learning Prototyping of Multimedia Applications through Visual Programming - Visual Blocks | 29 Apr 2023
    Residual - Transformer with Dual Residual Connections | 28 Apr 2023
    Harnessing the Power of Llms in Practice - a Survey on Chatgpt and Beyond | 27 Apr 2023
    Visual Instruction Tuning | 17 Apr 2023
    Sparks of Artificial General Intelligence - Early Experiments with Gpt-4 | 13 Apr 2023
    Scaling Down to Scale Up - a Guide to Parameter-efficient Fine-tuning | 28 Mar 2023
    Self-Consistency Improves Chain of Thought Reasoning in Language Models | 07 Mar 2023
    Llama - Open and Efficient Foundation Language Models | 27 Feb 2023
    Cramming - Training a Language Model on a Single Gpu in One Day | 28 Dec 2022
    Constitutional AI - Harmlessness From AI Feedback | 15 Dec 2022
    Flashattention - Fast and Memory-Efficient Exact Attention with IO-Awareness | 24 Jun 2022
    Beyond 3DMM - Learning to Capture High-fidelity 3D Face Shape | 09 Apr 2022
    Training Compute-optimal Large Language Models | 29 Mar 2022
    Efficient Transformers - a Survey | 14 Mar 2022
    Training Language Models to Follow Instructions with Human Feedback | 04 Mar 2022
    Scaling Language Models - Methods, Analysis & Insights From Training Gopher | 21 Jan 2022
    LoRA - Low-Rank Adaptation of Large Language Models | 16 Oct 2021
    Linear Transformers Are Secretly Fast Weight Programmers | 09 Jun 2021
    An Image Is Worth 16x16 Words - Transformers for Image Recognition at Scale | 03 Jun 2021
    Beyond Self-attention - External Attention | 05 May 2021
    Swin Transformer - Hierarchical Vision Transformer Using Shifted Windows | 10 Mar 2021
    On Layer Normalization in the Transformer Architecture | 29 Jun 2020
    MediaPipe | 14 Jun 2019
    BERT | 24 May 2019
    BERT for Joint Intent Classification and Slot Filling | 28 Feb 2019
    Large Scale Gan Training for High Fidelity Natural Image Synthesis | 25 Feb 2019
    Glow - Generative Flow with Invertible 1×1 Convolutions | 10 Jul 2018
    Bi-directional Attention Flow for Machine Comprehension | 21 Jun 2018
    Improving Language Understanding by Generative Pre-training | 11 Jun 2018
    Universal Language Model Fine-tuning for Text Classification | 23 May 2018
    Get to the Point - Summarization with Pointer-generator Networks | 30 Jul 2017
    NIPS 2016 Tutorial - Generative Adversarial Networks | 03 Apr 2017
    Asynchronous Methods for Deep Reinforcement Learning | 16 Jun 2016
    Neural Machine Translation | 19 May 2016
    Memory Networks | 29 Nov 2015
    Efficient Estimation of Word Representations in Vector Space | 07 Sep 2013
    Imagenet Classification with Deep Convolutional Neural Networks | 04 Dec 2012
    Geoffrey Hinton | 06 Dec 1947

    AI Consistency

    Large Language Models Cannot Self-Correct Reasoning yet | 03 Oct 2023

    AI Reasoning

    A Survey of Chain of Thought Reasoning - Advances, Frontiers and Future | 16 Oct 2023
    Large Language Models Cannot Self-Correct Reasoning yet | 03 Oct 2023
    Self-Consistency Improves Chain of Thought Reasoning in Language Models | 07 Mar 2023

    AI Safety

    GPT-4V(ision) System Card | 25 Sep 2023

    AI tools

    AI Tools | 22 Oct 2023

    API

    Rapsai - Accelerating Machine Learning Prototyping of Multimedia Applications through Visual Programming - Visual Blocks | 29 Apr 2023
    MediaPipe | 14 Jun 2019

    Agent

    AgentTuning - Enabling Generalized Agent Abilities for LLMs | 19 Oct 2023
    OpenAgents - An Open Platform for Language Agents in the Wild | 16 Oct 2023
    Reason for Future, Act for Now - a Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency | 12 Oct 2023
    MemGPT - Towards LLMs as Operating Systems | 12 Oct 2023
    Learning Interactive Real-World Simulators | 09 Oct 2023
    Fireact - Toward Language Agent Fine-tuning | 09 Oct 2023
    Language Agent Tree Search Unifies Reason- Ing Acting and Planning in Language Models | 06 Oct 2023
    DSPy - Compiling Declarative Language Model Calls Into Self-improving Pipelines | 05 Oct 2023
    Large Language Models Cannot Self-Correct Reasoning yet | 03 Oct 2023
    AutoGen - Enabling Next-Gen LLM Applications via Multi-Agent Conversation | 03 Oct 2023
    Generative Agents - Interactive Simulacra of Human Behavior | 06 Aug 2023

    AlexNet

    Imagenet Classification with Deep Convolutional Neural Networks | 04 Dec 2012

    Anthropic

    Constitutional AI - Harmlessness From AI Feedback | 15 Dec 2022

    Attention

    AutoGen - Enabling Next-Gen LLM Applications via Multi-Agent Conversation | 03 Oct 2023
    Attention Is All You Need | 02 Aug 2023
    Beyond Self-attention - External Attention | 05 May 2021

    AutoGen

    AutoGen - Enabling Next-Gen LLM Applications via Multi-Agent Conversation | 03 Oct 2023

    BERT

    BERT for Joint Intent Classification and Slot Filling | 28 Feb 2019

    BLIP

    Blip-2 - Bootstrapping Language-image Pre-training with Frozen Image Encoders and Large Language Models | 15 Jun 2023

    BLIP-2

    Blip-2 - Bootstrapping Language-image Pre-training with Frozen Image Encoders and Large Language Models | 15 Jun 2023

    CNN

    Imagenet Classification with Deep Convolutional Neural Networks | 04 Dec 2012

    Chain of Thought

    A Survey of Chain of Thought Reasoning - Advances, Frontiers and Future | 16 Oct 2023
    Large Language Models Cannot Self-Correct Reasoning yet | 03 Oct 2023
    Self-Consistency Improves Chain of Thought Reasoning in Language Models | 07 Mar 2023

    ChatBot

    OpenAgents - An Open Platform for Language Agents in the Wild | 16 Oct 2023

    ChatGPT

    Improved Baselines with Visual Instruction Tuning | 05 Oct 2023
    GPT-4V(ision) System Card | 25 Sep 2023
    Best Humans Still Outperform Artifcial Intelligence in a Creative Divergent Thinking Task | 14 Sep 2023
    Visual Instruction Tuning | 17 Apr 2023

    CommonGen-Hard

    Large Language Models Cannot Self-Correct Reasoning yet | 03 Oct 2023

    CommonSenseQA

    Large Language Models Cannot Self-Correct Reasoning yet | 03 Oct 2023

    Consciousness

    Consciousness in Artificial Intelligence - Insights From the Science of Consciousness | 22 Aug 2023

    Copy.ai

    Best Humans Still Outperform Artifcial Intelligence in a Creative Divergent Thinking Task | 14 Sep 2023

    Courses

    AI Courses | 23 Mar 2024

    Deep Learning

    Geoffrey Hinton | 06 Dec 1947

    DeepMind

    Training Compute-optimal Large Language Models | 29 Mar 2022
    Scaling Language Models - Methods, Analysis & Insights From Training Gopher | 21 Jan 2022

    Deepind

    Asynchronous Methods for Deep Reinforcement Learning | 16 Jun 2016

    Demo

    OpenAgents - An Open Platform for Language Agents in the Wild | 16 Oct 2023
    Improved Baselines with Visual Instruction Tuning | 05 Oct 2023
    NExT-GPT | 13 Sep 2023
    Rapsai - Accelerating Machine Learning Prototyping of Multimedia Applications through Visual Programming - Visual Blocks | 29 Apr 2023
    Visual Instruction Tuning | 17 Apr 2023
    MediaPipe | 14 Jun 2019

    Dropout

    Imagenet Classification with Deep Convolutional Neural Networks | 04 Dec 2012
    Geoffrey Hinton | 06 Dec 1947

    External Attention

    Beyond Self-attention - External Attention | 05 May 2021

    Facebook AI Research

    Memory Networks | 29 Nov 2015

    GAN

    Large Scale Gan Training for High Fidelity Natural Image Synthesis | 25 Feb 2019
    NIPS 2016 Tutorial - Generative Adversarial Networks | 03 Apr 2017

    GPT-3

    Best Humans Still Outperform Artifcial Intelligence in a Creative Divergent Thinking Task | 14 Sep 2023
    LoRA - Low-Rank Adaptation of Large Language Models | 16 Oct 2021

    GPT-3.5

    Best Humans Still Outperform Artifcial Intelligence in a Creative Divergent Thinking Task | 14 Sep 2023

    GPT-4

    OpenAgents - An Open Platform for Language Agents in the Wild | 16 Oct 2023
    Self-Taught Optimizer (STOP) - Recursively Self-Improving Code Generation | 03 Oct 2023
    Best Humans Still Outperform Artifcial Intelligence in a Creative Divergent Thinking Task | 14 Sep 2023
    Sparks of Artificial General Intelligence - Early Experiments with Gpt-4 | 13 Apr 2023

    GSM8K

    Large Language Models Cannot Self-Correct Reasoning yet | 03 Oct 2023

    Geoffrey Hinton

    Geoffrey Hinton | 06 Dec 1947

    Google

    Generative Agents - Interactive Simulacra of Human Behavior | 06 Aug 2023
    Attention Is All You Need | 02 Aug 2023
    Rapsai - Accelerating Machine Learning Prototyping of Multimedia Applications through Visual Programming - Visual Blocks | 29 Apr 2023
    Self-Consistency Improves Chain of Thought Reasoning in Language Models | 07 Mar 2023
    MediaPipe | 14 Jun 2019
    BERT | 24 May 2019
    Asynchronous Methods for Deep Reinforcement Learning | 16 Jun 2016

    Google Brain

    Geoffrey Hinton | 06 Dec 1947

    Google Research

    Rapsai - Accelerating Machine Learning Prototyping of Multimedia Applications through Visual Programming - Visual Blocks | 29 Apr 2023

    HotpotQA

    Large Language Models Cannot Self-Correct Reasoning yet | 03 Oct 2023

    ICCV

    Swin Transformer - Hierarchical Vision Transformer Using Shifted Windows | 10 Mar 2021

    ICLR

    Self-Consistency Improves Chain of Thought Reasoning in Language Models | 07 Mar 2023
    An Image Is Worth 16x16 Words - Transformers for Image Recognition at Scale | 03 Jun 2021
    Large Scale Gan Training for High Fidelity Natural Image Synthesis | 25 Feb 2019
    Bi-directional Attention Flow for Machine Comprehension | 21 Jun 2018
    Neural Machine Translation | 19 May 2016
    Memory Networks | 29 Nov 2015

    Image Recognition

    An Image Is Worth 16x16 Words - Transformers for Image Recognition at Scale | 03 Jun 2021

    ImageNet

    Imagenet Classification with Deep Convolutional Neural Networks | 04 Dec 2012

    Job

    兼职日结工 | 23 Mar 2024

    LLM

    AgentTuning - Enabling Generalized Agent Abilities for LLMs | 19 Oct 2023
    Reason for Future, Act for Now - a Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency | 12 Oct 2023
    Improved Baselines with Visual Instruction Tuning | 05 Oct 2023
    GPT-4V(ision) System Card | 25 Sep 2023
    NExT-GPT | 13 Sep 2023
    Hypothesis Search - Inductive Reasoning with Language Models | 11 Sep 2023
    Blip-2 - Bootstrapping Language-image Pre-training with Frozen Image Encoders and Large Language Models | 15 Jun 2023
    Pythia - A Suite for Analyzing Large Language Models Across Training and Scaling | 31 May 2023
    Visual Instruction Tuning | 17 Apr 2023
    Beyond Self-attention - External Attention | 05 May 2021

    LLaMA

    Llama - Open and Efficient Foundation Language Models | 27 Feb 2023

    LLaVA

    Improved Baselines with Visual Instruction Tuning | 05 Oct 2023
    Visual Instruction Tuning | 17 Apr 2023

    LMM

    OpenAgents - An Open Platform for Language Agents in the Wild | 16 Oct 2023

    LoRA

    LoRA - Low-Rank Adaptation of Large Language Models | 16 Oct 2021

    Long Paper

    Scaling Language Models - Methods, Analysis & Insights From Training Gopher | 21 Jan 2022

    Machine Comprehensive

    Bi-directional Attention Flow for Machine Comprehension | 21 Jun 2018

    Maximum likelihood

    NIPS 2016 Tutorial - Generative Adversarial Networks | 03 Apr 2017

    MediaPipe

    MediaPipe | 14 Jun 2019

    Meta

    Effective Long-Context Scaling | 27 Sep 2023
    Llama - Open and Efficient Foundation Language Models | 27 Feb 2023

    Meta Learning

    Self-Taught Optimizer (STOP) - Recursively Self-Improving Code Generation | 03 Oct 2023

    Microsoft

    Swin Transformer - Hierarchical Vision Transformer Using Shifted Windows | 10 Mar 2021

    Microsoft Research

    AutoGen - Enabling Next-Gen LLM Applications via Multi-Agent Conversation | 03 Oct 2023
    Sparks of Artificial General Intelligence - Early Experiments with Gpt-4 | 13 Apr 2023

    Multi-Modal

    Improved Baselines with Visual Instruction Tuning | 05 Oct 2023
    GPT-4V(ision) System Card | 25 Sep 2023
    Visual Instruction Tuning | 17 Apr 2023

    Multi-agent

    Large Language Models Cannot Self-Correct Reasoning yet | 03 Oct 2023

    Muti-Modal

    NExT-GPT | 13 Sep 2023

    NExT-GPT

    NExT-GPT | 13 Sep 2023

    NIPS

    NIPS 2016 Tutorial - Generative Adversarial Networks | 03 Apr 2017
    Imagenet Classification with Deep Convolutional Neural Networks | 04 Dec 2012

    Object Recognition

    Imagenet Classification with Deep Convolutional Neural Networks | 04 Dec 2012

    OpenAI

    GPT-4V(ision) System Card | 25 Sep 2023
    Training Language Models to Follow Instructions with Human Feedback | 04 Mar 2022
    Glow - Generative Flow with Invertible 1×1 Convolutions | 10 Jul 2018
    Improving Language Understanding by Generative Pre-training | 11 Jun 2018

    Perception

    MediaPipe | 14 Jun 2019

    RLHF

    GPT-4V(ision) System Card | 25 Sep 2023

    Reference Management

    AI Reference Management | 22 Oct 2023

    SQuAD

    Bi-directional Attention Flow for Machine Comprehension | 21 Jun 2018

    Self Attention

    Attention Is All You Need | 02 Aug 2023

    Self-Consistency

    Large Language Models Cannot Self-Correct Reasoning yet | 03 Oct 2023
    Self-Consistency Improves Chain of Thought Reasoning in Language Models | 07 Mar 2023

    Self-Correct

    Large Language Models Cannot Self-Correct Reasoning yet | 03 Oct 2023

    Self-Improving

    Self-Taught Optimizer (STOP) - Recursively Self-Improving Code Generation | 03 Oct 2023

    Tag Cloud

    Page 2 | 04 May 2023

    Transfer Learning

    Universal Language Model Fine-tuning for Text Classification | 23 May 2018

    Transformer

    AutoMix - Automatically Mixing Language Models | 19 Oct 2023
    Waymax - an Accelerated, Data-driven Simulator for Large-scale Autonomous Driving Research | 12 Oct 2023
    The Dawn of LMMs - Preliminary Explorations with GPT-4V(ision) | 11 Oct 2023
    Improved Baselines with Visual Instruction Tuning | 05 Oct 2023
    Self-Taught Optimizer (STOP) - Recursively Self-Improving Code Generation | 03 Oct 2023
    AutoGen - Enabling Next-Gen LLM Applications via Multi-Agent Conversation | 03 Oct 2023
    Effective Long-Context Scaling | 27 Sep 2023
    GPT-4V(ision) System Card | 25 Sep 2023
    Best Humans Still Outperform Artifcial Intelligence in a Creative Divergent Thinking Task | 14 Sep 2023
    The Future of Fundamental Science Led by Generative Closed-loop Artificial Intelligence | 29 Aug 2023
    Attention Is All You Need | 02 Aug 2023
    Pythia - A Suite for Analyzing Large Language Models Across Training and Scaling | 31 May 2023
    A Survey on Efficient Training of Transformers | 04 May 2023
    Residual - Transformer with Dual Residual Connections | 28 Apr 2023
    Harnessing the Power of Llms in Practice - a Survey on Chatgpt and Beyond | 27 Apr 2023
    Visual Instruction Tuning | 17 Apr 2023
    Sparks of Artificial General Intelligence - Early Experiments with Gpt-4 | 13 Apr 2023
    Scaling Down to Scale Up - a Guide to Parameter-efficient Fine-tuning | 28 Mar 2023
    Cramming - Training a Language Model on a Single Gpu in One Day | 28 Dec 2022
    Constitutional AI - Harmlessness From AI Feedback | 15 Dec 2022
    Flashattention - Fast and Memory-Efficient Exact Attention with IO-Awareness | 24 Jun 2022
    Training Compute-optimal Large Language Models | 29 Mar 2022
    Efficient Transformers - a Survey | 14 Mar 2022
    Training Language Models to Follow Instructions with Human Feedback | 04 Mar 2022
    Scaling Language Models - Methods, Analysis & Insights From Training Gopher | 21 Jan 2022
    LoRA - Low-Rank Adaptation of Large Language Models | 16 Oct 2021
    Linear Transformers Are Secretly Fast Weight Programmers | 09 Jun 2021
    An Image Is Worth 16x16 Words - Transformers for Image Recognition at Scale | 03 Jun 2021
    Beyond Self-attention - External Attention | 05 May 2021
    On Layer Normalization in the Transformer Architecture | 29 Jun 2020
    BERT | 24 May 2019
    Improving Language Understanding by Generative Pre-training | 11 Jun 2018
    Universal Language Model Fine-tuning for Text Classification | 23 May 2018
    Get to the Point - Summarization with Pointer-generator Networks | 30 Jul 2017
    Asynchronous Methods for Deep Reinforcement Learning | 16 Jun 2016
    Neural Machine Translation | 19 May 2016

    University of Toronto

    Geoffrey Hinton | 06 Dec 1947

    Visual Programming

    Rapsai - Accelerating Machine Learning Prototyping of Multimedia Applications through Visual Programming - Visual Blocks | 29 Apr 2023

    Visual Question Answering

    Bi-directional Attention Flow for Machine Comprehension | 21 Jun 2018

    allenai.org

    Bi-directional Attention Flow for Machine Comprehension | 21 Jun 2018

    arXiv

    AutoMix - Automatically Mixing Language Models | 19 Oct 2023
    AgentTuning - Enabling Generalized Agent Abilities for LLMs | 19 Oct 2023
    OpenAgents - An Open Platform for Language Agents in the Wild | 16 Oct 2023
    A Survey of Chain of Thought Reasoning - Advances, Frontiers and Future | 16 Oct 2023
    Waymax - an Accelerated, Data-driven Simulator for Large-scale Autonomous Driving Research | 12 Oct 2023
    Reason for Future, Act for Now - a Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency | 12 Oct 2023
    MemGPT - Towards LLMs as Operating Systems | 12 Oct 2023
    The Dawn of LMMs - Preliminary Explorations with GPT-4V(ision) | 11 Oct 2023
    Learning Interactive Real-World Simulators | 09 Oct 2023
    Fireact - Toward Language Agent Fine-tuning | 09 Oct 2023
    Language Agent Tree Search Unifies Reason- Ing Acting and Planning in Language Models | 06 Oct 2023
    DSPy - Compiling Declarative Language Model Calls Into Self-improving Pipelines | 05 Oct 2023
    Improved Baselines with Visual Instruction Tuning | 05 Oct 2023
    Self-Taught Optimizer (STOP) - Recursively Self-Improving Code Generation | 03 Oct 2023
    Large Language Models Cannot Self-Correct Reasoning yet | 03 Oct 2023
    AutoGen - Enabling Next-Gen LLM Applications via Multi-Agent Conversation | 03 Oct 2023
    Effective Long-Context Scaling | 27 Sep 2023
    NExT-GPT | 13 Sep 2023
    Hypothesis Search - Inductive Reasoning with Language Models | 11 Sep 2023
    The Future of Fundamental Science Led by Generative Closed-loop Artificial Intelligence | 29 Aug 2023
    Consciousness in Artificial Intelligence - Insights From the Science of Consciousness | 22 Aug 2023
    Generative Agents - Interactive Simulacra of Human Behavior | 06 Aug 2023
    Attention Is All You Need | 02 Aug 2023
    Blip-2 - Bootstrapping Language-image Pre-training with Frozen Image Encoders and Large Language Models | 15 Jun 2023
    Pythia - A Suite for Analyzing Large Language Models Across Training and Scaling | 31 May 2023
    A Survey on Efficient Training of Transformers | 04 May 2023
    Residual - Transformer with Dual Residual Connections | 28 Apr 2023
    Harnessing the Power of Llms in Practice - a Survey on Chatgpt and Beyond | 27 Apr 2023
    Visual Instruction Tuning | 17 Apr 2023
    Sparks of Artificial General Intelligence - Early Experiments with Gpt-4 | 13 Apr 2023
    Scaling Down to Scale Up - a Guide to Parameter-efficient Fine-tuning | 28 Mar 2023
    Self-Consistency Improves Chain of Thought Reasoning in Language Models | 07 Mar 2023
    Llama - Open and Efficient Foundation Language Models | 27 Feb 2023
    Cramming - Training a Language Model on a Single Gpu in One Day | 28 Dec 2022
    Constitutional AI - Harmlessness From AI Feedback | 15 Dec 2022
    Flashattention - Fast and Memory-Efficient Exact Attention with IO-Awareness | 24 Jun 2022
    Beyond 3DMM - Learning to Capture High-fidelity 3D Face Shape | 09 Apr 2022
    Training Compute-optimal Large Language Models | 29 Mar 2022
    Efficient Transformers - a Survey | 14 Mar 2022
    Training Language Models to Follow Instructions with Human Feedback | 04 Mar 2022
    Scaling Language Models - Methods, Analysis & Insights From Training Gopher | 21 Jan 2022
    LoRA - Low-Rank Adaptation of Large Language Models | 16 Oct 2021
    Linear Transformers Are Secretly Fast Weight Programmers | 09 Jun 2021
    An Image Is Worth 16x16 Words - Transformers for Image Recognition at Scale | 03 Jun 2021
    Beyond Self-attention - External Attention | 05 May 2021
    On Layer Normalization in the Transformer Architecture | 29 Jun 2020
    MediaPipe | 14 Jun 2019
    BERT | 24 May 2019
    BERT for Joint Intent Classification and Slot Filling | 28 Feb 2019
    Large Scale Gan Training for High Fidelity Natural Image Synthesis | 25 Feb 2019
    Glow - Generative Flow with Invertible 1×1 Convolutions | 10 Jul 2018
    Bi-directional Attention Flow for Machine Comprehension | 21 Jun 2018
    Universal Language Model Fine-tuning for Text Classification | 23 May 2018
    NIPS 2016 Tutorial - Generative Adversarial Networks | 03 Apr 2017
    Asynchronous Methods for Deep Reinforcement Learning | 16 Jun 2016
    Neural Machine Translation | 19 May 2016
    Memory Networks | 29 Nov 2015
    Efficient Estimation of Word Representations in Vector Space | 07 Sep 2013

    cs.AI

    The Future of Fundamental Science Led by Generative Closed-loop Artificial Intelligence | 29 Aug 2023
    Visual Instruction Tuning | 17 Apr 2023
    An Image Is Worth 16x16 Words - Transformers for Image Recognition at Scale | 03 Jun 2021

    cs.CL

    The Future of Fundamental Science Led by Generative Closed-loop Artificial Intelligence | 29 Aug 2023
    Attention Is All You Need | 02 Aug 2023
    Visual Instruction Tuning | 17 Apr 2023
    Training Compute-optimal Large Language Models | 29 Mar 2022

    cs.CV

    The Future of Fundamental Science Led by Generative Closed-loop Artificial Intelligence | 29 Aug 2023
    Visual Instruction Tuning | 17 Apr 2023
    An Image Is Worth 16x16 Words - Transformers for Image Recognition at Scale | 03 Jun 2021
    Swin Transformer - Hierarchical Vision Transformer Using Shifted Windows | 10 Mar 2021

    cs.LG

    The Future of Fundamental Science Led by Generative Closed-loop Artificial Intelligence | 29 Aug 2023
    Attention Is All You Need | 02 Aug 2023
    Visual Instruction Tuning | 17 Apr 2023
    Training Compute-optimal Large Language Models | 29 Mar 2022
    An Image Is Worth 16x16 Words - Transformers for Image Recognition at Scale | 03 Jun 2021
    Asynchronous Methods for Deep Reinforcement Learning | 16 Jun 2016

    cs.standford.edu

    Generative Agents - Interactive Simulacra of Human Behavior | 06 Aug 2023

    cs.washington.edu

    Bi-directional Attention Flow for Machine Comprehension | 21 Jun 2018

    face reconstruction

    Beyond 3DMM - Learning to Capture High-fidelity 3D Face Shape | 09 Apr 2022

    fine-grained

    Beyond 3DMM - Learning to Capture High-fidelity 3D Face Shape | 09 Apr 2022

    meta

    Memory Networks | 29 Nov 2015

    nature

    Best Humans Still Outperform Artifcial Intelligence in a Creative Divergent Thinking Task | 14 Sep 2023

    personalized

    Beyond 3DMM - Learning to Capture High-fidelity 3D Face Shape | 09 Apr 2022

    utoronto

    Imagenet Classification with Deep Convolutional Neural Networks | 04 Dec 2012

    ~0.0k Citations

    AutoMix - Automatically Mixing Language Models | 19 Oct 2023
    AgentTuning - Enabling Generalized Agent Abilities for LLMs | 19 Oct 2023
    OpenAgents - An Open Platform for Language Agents in the Wild | 16 Oct 2023
    A Survey of Chain of Thought Reasoning - Advances, Frontiers and Future | 16 Oct 2023
    Waymax - an Accelerated, Data-driven Simulator for Large-scale Autonomous Driving Research | 12 Oct 2023
    Reason for Future, Act for Now - a Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency | 12 Oct 2023
    MemGPT - Towards LLMs as Operating Systems | 12 Oct 2023
    The Dawn of LMMs - Preliminary Explorations with GPT-4V(ision) | 11 Oct 2023
    Learning Interactive Real-World Simulators | 09 Oct 2023
    Fireact - Toward Language Agent Fine-tuning | 09 Oct 2023
    Language Agent Tree Search Unifies Reason- Ing Acting and Planning in Language Models | 06 Oct 2023
    DSPy - Compiling Declarative Language Model Calls Into Self-improving Pipelines | 05 Oct 2023
    Improved Baselines with Visual Instruction Tuning | 05 Oct 2023
    Large Language Models Cannot Self-Correct Reasoning yet | 03 Oct 2023

    ~0.3k Citations

    Visual Instruction Tuning | 17 Apr 2023

    ~0.6k Citations

    Blip-2 - Bootstrapping Language-image Pre-training with Frozen Image Encoders and Large Language Models | 15 Jun 2023

    ~0.7k Citations

    Self-Consistency Improves Chain of Thought Reasoning in Language Models | 07 Mar 2023

    ~1.4k Cites

    NIPS 2016 Tutorial - Generative Adversarial Networks | 03 Apr 2017

    ~2.1k Citations

    Llama - Open and Efficient Foundation Language Models | 27 Feb 2023

    ~2.3k Cites

    Glow - Generative Flow with Invertible 1×1 Convolutions | 10 Jul 2018

    ~71.6k Citations

    Attention Is All You Need | 02 Aug 2023

    ~V1~ 21 Mar 2022

    Self-Consistency Improves Chain of Thought Reasoning in Language Models | 07 Mar 2023

    ～V1～ 12 Jun 2017

    Attention Is All You Need | 02 Aug 2023